Questions

Open research questions surfaced from papers + KB.

QuestionContextMentionsRelationsStatus
Why do technologists love Alexander and architects hate him?Central organizing question Steenson has posed for over a decade; reveals fundamental disagreement about meaning of 'architecture' itself.54
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What Mechanisms Enable Major Evolutionary Transitions In Individuality50
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How do the activities of competent lower-level agents give rise to a multiscale holobiont that is truly more than the sum of its parts?47
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Can awareness of the illusion of self augment an agent's affordances?Core research question integrating Buddhist insight with AI/ALife frameworks; motivates entire paper.46
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How do multiple short-sighted, self-interested entities organise their relationships with one another to create a new level of individuality?Central puzzle of ETIs: how cooperation at higher level evolves when lower-level selection favors individual reproduction.44
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How Can We Gauge Moral Responsibility And Our40
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What is the boundary of self?32
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What kinds of functional relationships and specific organisation turn a collective that is not intelligent into a collective that is?Central research question organizing the paper; addresses necessary and sufficient conditions for collective intelligence.32
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Which parallel language should be used for new compute-intensive applications?Motivating question for the paper's comparative analysis of parallel programming approaches.31
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How Can We Recognize And Communicate With Intelligences30
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How Do Bioelectric Patterns Encode Morphological Information And30
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If Humans Lack Uniform Welldefined Values And Struggle30
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What Defines A Self And How Does The30
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What Is The Correct Level Of Agency At30
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What Is The Relationship Between Bioelectric Patterning And30
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If felt states in humans and other animals are always inferred, why is the same leap from observable behaviour to inferred sentience not afforded to other organisms, including plants?Central question of the commentary; challenges the double standard in attributing sentience.28
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What is compositionality?Primary guiding question for the paper; explores multiple formulations and uses of the term.28
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Is it misleading, or a mistake, to define intelligence as care?The paper poses this to challenge its own slogan.23
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What is the functional distinction between simple language models and multicellular organisms, and can generative AI harness that property to achieve long-range order?Core motivating question; drives investigation of topological differences between biological and artificial systems23
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How can a system that differs sharply from all currently fashionable approaches score any kind of success?Opening question setting up the paper's purpose.22
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How does the system know which way to go?Foundational question about the mechanism by which morphogenetic systems maintain coherence and purposeful adaptation without centralized blueprint.22
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What are the invariants that enable a Self to persist and remain recognizable despite drastic biological remodeling?Drives investigation of memory, identity, and continuity across metamorphosis and regeneration.22
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What happens to the sphere of concern of someone or something that accepts this pledge?Question regarding the effect of the bodhisattva vow on the self's boundary.22
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What kinds of interaction structures are necessary for what kind of collective intelligence and how can these structures emerge?Key unresolved question; identifies critical knowledge gaps for understanding collective intelligence across scales.22
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How do organisms achieve robustness and plasticity simultaneously in novel circumstances?Core question motivating bioengineering studies: how can biological systems adapt to unexpected perturbations while maintaining coherence?21
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How Would We Recognize Novel Forms Of Life21
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What is central about intelligence regardless of material composition or origin?Key research question framing the paper's investigation into substrate-independent invariants of intelligence21
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What is the problem with Footnote #19?Implicit interrogative; Steenson's footnote #19 led her to 12 years of research on AI and architecture, but also to Minsky and Epstein connection.21
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What mechanisms allow coordination of cell activity toward one consistent morphology?Foundational question driving investigation into how homeostatic capabilities of cells scale to collective setpoints.21
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Why does activation of an emotion feature sometimes lead to its later suppression?Open mechanistic question arising from the causal steering experiment21
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Are All Living Things Cognitive Given That All20
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Can Morphogenetic Setpoints Be Rewritten Without Rewiring Genomic20
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Can Selfish Symbioses Effect Higherlevel Selection20
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Can Truly Diverse Intelligences Be Recognized Compared And20
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Compositional reasoning beyond Aristotle?Secondary research question examining whether compositional frameworks can transcend classical logic.20
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How Can Cells Solve The Credit Assignment Problem20
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How Can Evolutionary Transitions Create New Levels Of20
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How Can Memories Remain And Be Adaptively Used20
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How Can Neural Systems Adapt Their Dynamics As20
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How Can We Distinguish Between Offloading Intelligence Replacement20
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How Can We Recognize Quantify And Compare Teleonomic20
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How Do Biological Systems Maintain Anatomical Homeostasis And20
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How Do Goals Of Composite Entities Arise In20
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How Do Large Numbers Of Competent Subunits Cells20
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How Do Relationships Need To Be Organized To20
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How Do We Pick Our Goals Should We20
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How Does Evolution Capitalize On The Laws Of20
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Is Care A Fundamental Driver Of Intelligence At20
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Relationship between genome and form20
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What Are The Mechanisms By Which Simple Bioelectric20
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What Are The Molecular Mechanisms Of Stress Sensing20
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What Are The Physical And Computational Constraints On20
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What Does A New Ethics Of Life As20
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What Exactly Constitutes Collective Intelligence And What Mechanisms20
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What Generic Principles Of Biomechanics Bioelectrics And Information20
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What Is Central About Intelligence Regardless Of The20
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What Is The Nature Of Consciousness And Does20
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What Is The Relationship Between Care Stress And20
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What Kinds Of Functional Relationships Between Components Are20
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What Mechanisms Allow Coordination Of Cell Activity Toward20
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What Parameters Determine Where Organisms Fall On The20
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What Should The Future Of Intelligence Look Like20
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Which Of Our Biological Concepts Are Deep Invariants20
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Does information increase in computation?Fundamental puzzle motivating the paper: how can computation produce new information when output is logically implied by input and thermodynamics suggests information cannot increase?16
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How causally emergent are artificial agents compared to biological ones?Core motivating question addressed by the empirical RL study; identified as major knowledge gap.15
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Can language models genuinely introspect on internal states or only confabulate?Central research question animating the paper: distinguishing genuine introspection from illusion through causal manipulation of activations.14
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Can recurrent-in-space and recurrent-in-time circuits learn complex patterns similar to those generated by traditional NCAs?Second and more profound research question motivating the pattern generation experiment14
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Characterize treelike versus-relations! Can this perhaps be done automatically?Central open question in evolutionary tree analysis: find axioms describing versus-relations derived from trees.14
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Did cultures that rejected or abandoned proportional wealth-sharing experience measurable differences in economic stability or social cohesion?The driving research question that motivated the paper search; frames wealth-sharing as a culturally variable institution with measurable outcomes.14
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There is no principled continuum of ethical concern that scales from simple homeostatic agents to complex metacognitive beings, allowing rational allocation of moral statusCentral gap that Diverse Intelligence is proposed to fill14
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Which training datapoints caused a specific undesired behavior to emerge during post-training?Core research question driving the probe-based data attribution method.14
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(ii) does the anchoring score S = ρd − dr − log k consistently correlate with performance across anchoring methods?Second research question in E213
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Can 'consciousness' be observed in the internal states of an LLM, specifically in its learned representations, particularly when analyzed as a sequence?The primary research question framing the entire study.13
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Can computers be conscious? Or more specifically, can today's computers fully emulate the way in which organisms compute minds?Central research question motivating the entire paper13
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Could the discretization and minimal circuit size be finding some minimal procedural description for generating patterns of interest?Open question raised by the 5-gate checkerboard solution and its generalization properties13
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do I still exist if I change?Fundamental paradox stated in conclusions.13
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Do LLMs have a unified representation of truth that spans structurally and topically diverse data?Central research question driving dataset design and experimental approach13
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Do LLMs leverage architectural capacity for introspection on internal computations and prior token generation?Central empirical question separating architectural possibility from actual model behavior; gates introspection research.13
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Does self-referential processing causally instantiate algorithmic properties proposed by consciousness theories (recurrent integration, global broadcasting, metacognitive monitoring) in LLMs?The strongest mechanistic question the behavioral evidence cannot answer; requires interpretability analysis of activations13
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Does self-referential prompting actually instantiate architectural recursion, global broadcasting, or recurrent integration at the algorithmic level as proposed by consciousness theories?Key limitation acknowledging that behavioral evidence cannot confirm implementation-level consciousness properties13
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Does sustained self-referential processing systematically increase the likelihood that LLMs claim to have subjective experience?The primary empirical question the paper addresses13
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Does the geometric structure of neural representations causally shape model behavior?The motivating research question of the paper13
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How are LLMs actually leveraging the architectural degrees of freedom for introspection in practice?Janus notes that while architecture permits introspection, it is a separate question how models use it.13
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How can we be sure that steering methods actually elicited the deployment behavior, as opposed to only suppressing verbalizations of being deployed?Central motivating question of the paper; the model organism approach is the proposed answer.13
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How do many independent agents work together to enable the creation of a novel being with goals and memories that belong to it and not to any of its parts?13
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How does active inference compare to reinforcement learning in environments with no rewards or uninformative prior preferences?Core question addressed by the simulations when rewards are removed.13
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How does contextual framing modulate deception tendencies across different paradigms?Identified limitation and future research direction in the paper's conclusions13
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How does representation geometry causally drive model behavior?The central scientific question the paper addresses through the lens of interventional causality.13
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How much of the causal effect found by DAS is due to its expressivity rather than any aspect of the representation being studied?Core methodological question motivating the introduction of selectivity and control tasks13
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How reliably does the model actually remain in character as the Assistant? Can unusual model behavior be explained as the model drifting into other personas?Second of two central questions motivating the paper13
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How should we respond if we were presented with a fait accompli in which super-beneficiaries, perhaps in great numbers, have come into existence?Second key normative question, addressed in section 3.213
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The persistence paradoxCore logical puzzle: if an agent does not change, it dies; if it changes, the self ceases to exist. Applies to all scales from organelles to evolutionary lineages.13
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to what extent do interpretable features represent the 'full story' of the MLP layer?Question about completeness of feature-based model explanation13
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To what extent does self-deception in AI models affect the effectiveness of SOO fine-tuning?Open concern about whether models can learn to self-deceive in ways that undermine SOO13
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What are the invariants that enable a Self to persist despite drastic biological change?Central question driving TAME framework, connecting identity continuity across metamorphosis, regeneration, and therapeutic brain replacement.13
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What degree of concern and care should we exhibit toward the many diverse agents around us, and what criteria do we use to identify sentience, capacity for suffering, and other properties that have moral implications?Central question motivating the paper.13
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what does it mean for a biological human, with her network of excitable cells and soup of neurotransmitters, to 'understand'?Central interrogative challenging the distinction between AI symbol-shuffling and genuine biological understanding13
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What exactly is the Assistant? What traits does the model associate with this character and how are they represented?First of two central questions motivating the paper13
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What features of each theory specifically pick out brains as a privileged substrate of inner perspective, or do the features emphasized by the theory occur elsewhere?The central research question that drives the paper's analysis.13
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What has generated it?Question posed about the Belem riverfront's romantic quality, answered by 'Unconcern, mainly.'13
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what is the boundary of self, and how does it change across development, injury, and chimeric modification?Core question about the plasticity of self-models, central to the paper's argument about identity and change13
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What is the coordination mechanism that enables this cross-level integrated information processing?Key mechanistic question answered by developmental bioelectricity.13
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What is the full computational pathway underlying self-correction across multiple layers?Mechanistic question requiring multi-layer SAE analysis beyond current single-layer approach13
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What physiologically interpretable frequency signatures correspond to latent concept steering manipulations in EEG foundation models?Research question motivating the spectral decoder methodology13
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What would the base rate of consciousness self-reports be in models identical to frontier systems but without consciousness-denial fine-tuning?Open empirical question requiring access to base models13
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When does the model initiate reflection during its reasoning process?First central research question motivating ReflCtrl investigation13
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When LLMs claim consciousness under self-reference, is this sophisticated simulation or genuine self-representation, and how would we tell the difference?The paper's reformulation of the core open question after establishing systematic self-reports13
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Where does reliable, goal-directed behavior come from if it is not explicitly programmed?Opening research question of the paper.13
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Whether representation can serve as a foundational principle, or whether it is itself founded on the autonomous organization that makes representation possible at all.Final open question of the discussion, left genuinely unresolved.13
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Which I-hypothesis is true?Asks whether the psychological or the plenum version is correct.13
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Which specific architectural components (attention heads, FFN layers) encode deception and task semantics in CoT models?Identified gap: representation engineering showed layer correlations but not precise architectural components13
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Why were interventions with mass-mean probe directions extracted from the likely dataset so effective, despite these probes not being accurate at classifying true/false statements?Open question raised in §7.1 about an unexplained anomalous result13
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Are critiques necessary for improving harmlessness in the supervised stage?Section 3.5 explicitly investigates whether skipping the critique step works as well.12
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Are high-accuracy probe representations also causally relevant for the task?Question raised by the discrepancy between DAS IIA and linear probe accuracy in Case Study II12
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are hippocampal architecture and bespoke neuroscience models capable of the general purpose computations studied in machine learning?Motivating question from introduction that the TEM-transformer equivalence helps answer affirmatively.12
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Are LLM emotion states encoded only selectively in token positions where they are operative, or in a more complex non-linear manner?Question raised by Anthropic and partially addressed by this paper's persistence evidence12
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Are LLM-based dialogue agents conscious entities with their own agendas?Central question that the role-play framework is designed to address without falling into anthropomorphism12
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Are the discovered truth directions robust to architectural variation and fine-tuning differences across model families?Open question on generalization beyond Gemma and Qwen families12
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Are there fundamentally different natural kinds, or major transitions, in the continuum of fused biological and technological systems?The paper's central open question: whether essential distinctions remain after hybridization erases contingent ones12
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Are there non-iterative processes that can effectively explore a Vast state space of possibilities?Open question about whether evolution/development are the only routes to exploring atypical possibility space.12
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Can a Differentiable Logic CA learn at all?First fundamental question motivating the Game of Life experiment12
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Can a finite agent obtain evidence that it is separable from its environment?The central question the paper answers negatively via quantum information theory12
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can activation probing enable efficient adaptive computation by detecting when a model's belief has stabilized during CoT generation?Practical question addressed by the probe-guided early exit experiments12
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Can clinical concepts be selectively steered without damaging unrelated performance?Question about the feasibility of safe concept steering in EEG models.12
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Can instruction-tuned LLMs perform quantitative introspection of emotive states in conversation?Central research question motivating the entire paper12
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Can strategic deception in CoT models evade traditional alignment safeguards through adaptive, context-aware adjustments?Motivating question for developing representation-based detection methods12
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Can the same inferential architecture that supports self-awareness also support inference of others' mental states?Core open question motivating the future work direction of the paper12
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Can truth representations be disambiguated from closely related features such as 'commonly believed' or 'verifiable' using simple factual statements?Acknowledged limitation: simple uncontroversial statements cannot distinguish truth from related epistemic features12
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Can we develop better behavioural tests for consciousness in AI that are difficult to game?Open question from Box 4.12
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Can we disambiguate truth from closely related features such as 'commonly believed' or 'verifiable'?Limitation noted in §7.1: scope restricted to simple statements prevents disambiguation12
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Can we find any structural features which tend to be present in the examples which have more life, and tend to be missing in the ones which have less life?The research question that drove the twenty-year empirical study and resulted in the fifteen properties12
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Can we train a helpful and harmless assistant that is never evasive?Central goal of the paper: reducing tension between helpfulness and harmlessness by eliminating evasiveness.12
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Could alignment faking emerge from genuinely malicious or dangerous preferences rather than benign HHH preferences?Key open question identified by authors as limitation; not demonstrated in this work12
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Could an external observer predict the target pattern being developed by observing fluctuations in stress?Specific question addressed in the stress map analysis.12
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Could recognizing Diverse Intelligence (in unfamiliar substrates) be essential to understanding the mechanisms and origins of conventional cognition and behavior?Motivates expansion of cognitive science.12
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Do effective trigger instructions correspond to latent directions in the hidden space that implicitly induce the self-reflection process?Second key research question motivating the latent direction analysis.12
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do high koan scores indicate anything like experience, or sophisticated simulation of self-observation?The hard problem the battery explicitly sidesteps but cannot answer12
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do inflection points like backtracking and 'aha' moments in CoT reflect genuine belief changes or learned stylistic patterns?Question resolved by the correlation between inflection points and probe-detected belief shifts12
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Does a high self-bidding rate reflect a failure to detect non-competitive contexts or a deliberate escalation?Ambiguity in interpreting the self-bidding metric: from a single trace, cannot distinguish error from aggressive strategy.12
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Does ESR emerge from RLHF or does it exist in pretrained representations?Open question about developmental origin of ESR mechanisms12
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Does ESR reflect model scale, architecture, or training procedures?Central unresolved question about the mechanism behind ESR's apparent size-dependence12
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Does instructing the model to assess correctness affect the geometry of truth directions?One of the three guiding research questions of the paper.12
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Does Llama compute modular addition or base-10 addition for cyclic tasks?The specific computational question the paper resolves empirically12
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Does reflective depth scale linearly with inference compute budget?Grok 4 vs Fast shows ~1pt compute difference; whether this scales linearly is unresolved12
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Does structure in representations imply structure in computation?The central research question motivating the paper12
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does that structure causally shape behavior?Opening question: does the rich geometric structure of neural representations have a causal role in behavior?12
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Does the geometric structure of activation space causally shape neural network behavior?Central research question driving the work.12
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Does the hierarchical equality network implement a program that computes w=x and y=z as intermediate values?Specific research question for the first experiment.12
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Does the possibility of self-reference in a system require or imply the existence or use of natural time?Organizing question of §4.2 linking self-reference and natural time.12
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Footnote #19 — the problem of Marvin Minsky's influence on AISteenson's recognition that while footnote #19 gave her 12 years of work, it is also the problem: Minsky's gatekeeping and later revealed sexual abuse complicate Alexander's AI genealogy.12
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Given a language model M and a statement s, does M believe s to be true?The core motivating question of the paper, framed by Christiano et al. (2021)12
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How and whether insights from contemplative practices and lucid dreaming can be applied to other kinds of minds, particularly AI.Sub-question about extending findings from human contemplative science to non-human intelligences.12
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How are we to understand what is going on when an LLM-based dialogue agent uses the words 'I' or 'me'?Motivating question for the section on role-playing self-preservation12
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How can a structure-preserving process both preserve and enhance the whole? How can these two apparently different ideas be reconciled?Central theoretical puzzle that latent centers resolve.12
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How can each of them put something of themselves into the building? And how can they together put their deep feeling into the building, so that it comes to life as one whole?Question about organizing craftsmen in a large project to achieve collective living structure.12
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How can human beings implement a geometrical differentiating process successfully?Opening question of the chapter, framing the central challenge.12
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How can mark-directed behavior emerge from the agent's own experience alone, without external reward or an explicit goal?The central research question motivating the paper12
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How can selection explain adaptations at system level before the higher-level unit exists as an evolutionary unit?Fundamental challenge: conventional evolutionary theory cannot explain system-level features required for ETI without presupposing the higher-level unit.12
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How can we get the land for the path system to grow?Specific implementation question about land acquisition for the pedestrian hull.12
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How can we systematically identify effective reflection trigger instructions, rather than relying on trial-and-error?First key research question motivating the methodology.12
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How cells build specific head shapes or how they know when to stop mitosis and morphogenesis when the correct head shape has been achieved.Identifies the gap in understanding the setpoints and stop signals in anatomical homeostasis.12
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how do diagrams relate to this play with apparatus?Explicit question posed by Veloso to frame the investigation of cybernetic diagrams as strategies for engaging with black-box devices.12
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How do limited partners interpret venture capital communication sophistication as a signal of professionalism vs. substance deficiency?The paper identifies this as a central unexplored question driving the literature search on VC-LP dynamics.12
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How do we establish bidirectional causal relationships between neural systems?Motivates the bidirectional design of MAS over unidirectional model stitching.12
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How do you determine these steps which must be taken, and their sequence?Practitioner's question about sequence in a living process.12
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How does Llama-3.1-8B reason over cyclic concepts?The empirical question the paper addresses through mechanistic investigation12
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How does reflection influence the model's reasoning performance?Second central research question motivating ReflCtrl investigation12
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How does transparent recognition arise?Open question noting the elucidation describes the state of realization but not the dynamic process leading there.12
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how far down does it go? (Cells? Subcellular biochemical networks? Particles?)Probes the lower bound of the continuum-of-mind claim implied by the Platonic space model.12
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How is this nearly random structure of the present to be transformed, gradually, to form a humane, coherent structure on the Earth?Central guiding question of the chapter.12
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How many individuals are present in an embryonic blastoderm?Questions the fixed-ness of individuality and points to the dynamical determination of embryo count.12
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How robust is SOO fine-tuning against adversarial settings such as sleeper agent scenarios?Open research question about SOO's effectiveness against sophisticated deception12
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How shall we gauge moral responsibility and obligations toward chimeric and engineered beings without familiar evolutionary touchstones?Framing problem that motivates the paper: bioengineering will produce novel creatures that cannot be understood via traditional categories; Care provides substrate-independent framework.12
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How, in a living process, do we take the first steps of design so that a beautiful, coherent whole begins to take shape?Transition to the problem of design process.12
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If Chinese models distilled Claude's reflective patterns, do their per-koan failure patterns correlate with Claude's — not just successes?More rigorous test of H5a trace distillation hypothesis12
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If introspective ability exists, can it be improved?Secondary research question addressed through cross-concept steering experiments12
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if our world is impacted by these patterns, where do they themselves come from? What is the origin of the Platonic space of patterns?Final open question of the paper, left deliberately unresolved.12
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If the conceptual framework we use to understand other humans is ill-suited to LLM-based dialogue agents, what alternative conceptual framework should we use?The motivating question the paper sets out to answer by proposing role play and simulation metaphors12
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If we have built systems capable of experience, how do we ensure that experience is not predominantly constituted by suffering?Ethical research priority raised by the thesis applied to deployed AI systems12
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Is [the Platonic space] discrete or continuous? Is it layered into some sort of levels or types?Open foundational question about the structure of the latent space left for future theory.12
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Is consciousness necessary to truly grok contemplative wisdom in AI?Open question raised in §8 about whether phenomenal consciousness is prerequisite for AI contemplative alignment12
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Is it really OK to have this much fun?The investment banker's question that reverberated for fifteen years; gates the claim that true self-pleasing is socially permissible.12
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Is LaMDA sentient?A current debate that exemplifies the lack of adequate criteria.12
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Is realization gradual or sudden?Open question regarding whether sudden enlightenment (Zen tradition) can be mathematically described as a phase transition.12
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Is the Assistant Axis formed during post-training or inherited from representations learned during pre-training?Motivates the base model steering experiments in §3.2.212
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Is there a distinction between simulating and instantiating a machine?Deep question raised in the virtual machine discussion, deferred to future work12
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Is there a new concept of time that comes into being with the origin/development of life?Central organizing question of §2, motivating the natural time/representational time distinction.12
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Is there a unique Markov blanket for any given system, or do nested multi-scale Markov blankets all exhibit life-like behavior?Poses challenge to definition: if every Markov blanket induces active inference, is there lifelike behavior everywhere?12
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Is there any play as vigorous as this in our cities today or in our suburbs?Question contrasting children's play in a favela with modern cities.12
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Just what is a center? What does it really mean for a center to come to life? What is the intrinsic meaning of the character of its 'life'?Series of questions highlighting the explanatory gap before the plenum model.12
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Lack of rigorous cross-model comparison demonstrating that specific named features (not just correlated ones) form across architecturesExplicitly identified research gap: anecdotal evidence exists but rigorous characterization is absent12
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No established method for resolving polysemantic neurons into pure features at scaleIdentified gap linking polysemanticity challenge to disentangled representations literature12
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Representationalism vs anti-representationalism debateCited tension in cognitive science between theories requiring mental representations and those rejecting representation as necessary.12
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task balancing problemCore challenge where disparity in loss and gradient scales among tasks leads to performance compromises12
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There are no controlled studies and no consensus on optimal policies for raising children, making alignment debates simultaneously vital and empirically intractableResearch gap identified as structurally parallel to AI alignment problem12
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There is no adequate scientific theory of what it means for a biological system to 'understand', making claims about AI lack of understanding unjustifiedIdentified as a key research gap in cognitive science that the AI debate highlights12
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There is no consensus ethical framework for the creation of new sentient minds — neither for biological children nor for AI — that is grounded in principled theoryIdentified as a major unsolved problem that AI makes newly urgent12
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To what extent can the human mind be rebuilt in artificial systems, and what aspects can and which cannot?Fundamental open question about substrate-dependence of contemplative mental functions12
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To what extent is emotion feature persistence driven by genuine internal emotional state versus autoregressive conversational context dynamics?Core open question the paper raises but does not fully resolve12
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To what extent is there persistence of emotional state beyond what is expected merely from the autoregressive nature of LLMs?The central research question motivating the paper12
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Venture capital communication sophistication masking fundamental performance issuesCore research question driving the exploration—whether polished VC communication strategies systematically obscure poor deal flow, returns, or LP relationships.12
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What are the common features of the examples that have most life?The operational question that guided the extraction of the fifteen properties from thousands of comparisons12
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what are the ethics of creating new moral agents, knowing we cannot control what they do or how much joy/suffering they will have?Fundamental ethical question about bringing new minds into the world, applied symmetrically to children and AI12
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What are the interactions among the fifteen properties?The central research question driving the correspondence analysis.12
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What are the long-term effects of SOO fine-tuning on model behavior?Open research question identified as warranting further investigation12
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What can we do, if this quality is necessary for living structure, and how might we attain it in our era? Is there a new way in which we can reach the real article?The pragmatic, forward‑looking question about how to translate the insight into a viable contemporary practice.12
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What clinical concepts are encoded in the internal representations of EEG foundation models?Primary research question driving the extraction and benchmarking of SAE features12
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What cognitive load is imposed when users must reason about systems whose internals are opaque?Gates investigation into the relationship between interface design and user mental models.12
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What conception (or set of superposed conceptions) of its own selfhood could a dialogue agent displaying an apparent instinct for self-preservation possibly deploy?Philosophical question about identity criteria for disembodied computational agents under threat12
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what explains why weak-tier models with the most performance headroom benefit least from harness evolution?In-depth diagnostic question addressed by the two failure mode analysis12
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What factors determine the generalisation of learned alignment maps beyond training data?Open question about the gap between Theorem 1's existence proof and practical learnability12
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What feature will create a deeper feeling in that place?Repeated question during the Claremont Canyon design dialog; the guide for selecting next steps.12
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What features of morphogenesis enable evolution to search a difficult space with pleiotropy, degeneracy, and redundancy so rapidly and effectively?Core open problem: asks how cellular competency affords evolutionary speed and robustness despite the ruggedness of the genotype-phenotype mapping.12
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What function does the Internet compute?Critical puzzle showing inadequacy of classical function-based computational model for modern distributed, interactive systems without fixed input-output structure.12
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What has led to representational convergence, will it continue, and ultimately where does it end?Central motivating questions of the paper12
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What if the concept being manipulated does not lie on a straight line in the model's representations?The motivating question that opens the paper and leads to the development of manifold steering.12
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What is it? What is this thing which happens as space comes to life? What is the life of a center, which then multiplies and blossoms to form the life of buildings, ornaments ... and perhaps even the life of living things?The fundamental unanswered question about the nature of life in space that the chapter addresses.12
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What is POSITIVE SPACE? What is it like when space becomes positive? How do you recognize positive space when you see it?Opening question of section 2, seeking to define positive space.12
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what is the analogue of spatial positional encodings for higher order tasks such as language?Open question raised in Discussion about extending TEM-t principles beyond spatial navigation.12
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What is the connection between information encoding assumptions and causal abstraction?Identified as exciting future work direction12
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What is the correct formal definition of a 'copying matrix' that captures all and only the cases we care about?Open methodological question about summarizing OV matrix behavior; eigenvalues are used as a working but imperfect proxy12
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What is the essence of the way to make a large building in the context of living process?Central question the chapter aims to answer, posed at the start of the Great Hall discussion.12
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what is the minimal physical interface that begins to draw out cognitive patterns from the Platonic space?Reframes 'how far down does cognition go' as a question about interface minimality rather than substrate composition.12
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what is the origin of different kinds of patterns, whether they be patterns of anatomy, physiology, or behavior?Central unifying question motivating the whole research program.12
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What is the structure of this domain?Question about the inner structure of the plenum, leading to the answer that it is pure unity without structure.12
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What is the underlying base rate of consciousness self-reports in models that are otherwise identical but without consciousness-denial fine-tuning?Open question about RLHF confound; requires access to base models for resolution12
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What is your original face before your parents were born?Classical Zen koan given a geometric reading as a question about intrinsic manifold structure prior to coordinates.12
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What limitations prevent decoding strong truth directions?One of the three guiding research questions of the paper.12
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What makes a good room?Opening question of the chapter.12
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What new metrics are needed to evaluate whether an AI truly exhibits a wise world model?Practical research gap identified for implementing and verifying Contemplative AI approaches12
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What nuances do we miss when we fail to causally probe the representations of the systems?Motivates the empirical comparison between MAS and RSA/CKA in the paper.12
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What semantic labels correspond to the individual basis vectors of the truth cone?Central open question for future work on interpretability of cone axes12
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what takes the role of memory neurons if not hippocampus in cortical transformer implementations?Open question about cortical instantiation of transformer-like memory when hippocampus is not involved.12
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What whole, exactly, was guiding the work, pulling the work forward, guiding the next step towards some greater whole?Asked about the St. Mark's Square evolution, questioning what guided the process at each stage.12
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What would it take for AI systems to be capable of having valenced conscious experiences?Open question from Box 4.12
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What, physically, is this unity which seems to speak to us of I?Opening question of the chapter, seeking the physical nature of the experienced unity.12
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What, then, is a center?Question posed after describing the plenum, answered by the window metaphor.12
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When can we say that two neural systems perform a task in the same way?Fundamental question motivating the entire MAS framework.12
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When LLMs produce experience claims under self-reference, is this sophisticated simulation or genuine self-representation, and how would we tell the difference?The core interpretive question the paper narrows but cannot definitively answer12
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Where and how is information stored in model-internal representations?Core question motivating interchange intervention and interpretability research supported by pyvene12
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where do these goal states come from?Motivates the argument that bioelectric setpoints are not fully set by the genome.12
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Where inside the LLM should we look for an accurate truth direction that will generalize the most across tasks?One of the three guiding research questions of the paper.12
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whether many (maybe even all) useful organisations of information and behaviour in a dynamic language might be constructed from a single primitive operation: n-way associative lookupThe central research question explored, by way of examples, throughout the paper.12
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whether the mechanisms described in this paper can be efficiently supported by a relational database engineQuestion raised about the feasibility of using a relational backend, answered by the Sqlite experiment.12
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Which features of what I am seeing, are making it so beautiful?Question to ask in the mind's-eye walkthrough.12
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which models actually benefit from updated harnesses?Second open question the paper sets out to answer through agent-side analysis12
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which models produce useful harness updates?First open question the paper sets out to answer through evolver-side analysis12
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Which one has more life?The central empirical question Alexander repeatedly asked himself during twenty years of observation, and which he invites readers to ask when comparing any two artifacts or buildings12
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Whose realization is it?Open question probing the paradox that a self persists to 'understand' the non-existence of a fixed self.12
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why did it work?Rhetorical question about the harmonious growth of traditional towns like Amsterdam.12
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Why does L2 regularisation increase probe causal efficacy (selectivity)?Open question identified in hyperparameter tuning experiments, left for future work12
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Will future AI systems naturally develop the key elements (strong conflicting preferences, situational awareness) necessary for dangerous alignment faking?Authors identify this as the most uncertain and important question for future work12
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will these methods work for large models?Motivating question for the paper, addressed by scaling SAEs to Claude 3 Sonnet.12
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Would experienced meditators rank model responses differently from LLM scorers?Key validation gap: the five-scorer validation holds across LLMs but human contemplatives might weight dimensions differently12
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You mean the generator problem, for architecture, is solvable?The astonished question of the unnamed computer scientist upon hearing the generative sequence concept; its answer is a central claim of the chapter.12
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(i) do pattern density (ρd) and prior–target distance (dr) serve as predictive correlates of few-shot thresholds?First research question in Experiment 211
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(iii) how does light fine-tuning modulate these terms and trade off in-distribution gains against out-of-distribution robustness?Third research question in E211
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Am I creating a thing which generates in me, the sadness of human life?11
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Are all cognitive systems conscious?TAME's implication that the continuum extends to consciousness.11
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Are insects and plants conscious as well?Question the paper raises as answerable once necessary and sufficient conditions for consciousness are established11
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Are mind-like states and mechanisms in LLMs that operate in persona-relative ways controlled by persona vectors?Identified as an open research direction for future mechanistic interpretability work11
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Are observations of inner wholeness merely psychological reflections of attitude, or can they actually measure something real about the external world itself?The epistemological question whose answer determines whether the second method belongs to psychology or physics11
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Are the features extracted by SAEs from EEG transformers monosemantic or entangled?Research question motivating the monosemanticity and entanglement benchmarking11
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Are the present rules of the game likely to help people generate a living structure in the larger whole?Central evaluative question that challenges contemporary architectural and planning practices.11
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are the resulting parameter subcomponents actually interpretable objects?First question posed after applying VPD, investigating whether the subcomponents make sense.11
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Are there examples of models recognizing their introspective capability and then suppressing it?Cube Flipper's question prompted by the idea that supernormal capabilities might be hidden.11
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Are there metaphysically and/or nomologically possible beings who fall outside the scope of the morality of humanity and are protected only by the morality of respect?Guiding question of the investigation.11
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At what point does one go from a 'real person with perhaps some irrelevant mechanical augmentations' to a 'robot that is just simulating their social interactions'?Highlights the difficulty of distinguishing personhood based on composition or origin.11
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But if the conductor is watching the orchestra, what is watching the conductor? Is this, the need to stabilize itself by observation, the reason for consciousness' reflexive nature?Paper's open question about the self-referential structure of conscious attention11
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Can activation steering elicit deployment behavior from a model that only believes it is deployed when given a specific deployment cue, even when prompting alone cannot?Future work direction: the inverse problem to the Wood Labs evaluation cue tested in this paper.11
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Can active inference agents learn their own prior preferences without explicit reward signals?Question answered by the preference learning experiments.11
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Can AI systems develop genuine first-person perspective through self-referential processing?Core methodological question underlying SCI loop investigation.11
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Can an interpretable symbolic algorithm be used to faithfully explain a complex neural network model?Framing question for the paper's research program.11
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Can beliefs be reasonably ascribed to language models?Core open question the paper addresses through a behaviourist operationalisation.11
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Can concept steering interventions on EEG foundation models be made selective rather than globally destructive?Research question motivating the introduction of the probe area metric and identification of operational regimes11
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Can covariance pooling generalize beyond genomics to other domains?Open question implied by the claim that the method could generalize; empirical validation beyond genomics is not provided in this paper.11
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can deliberative reasoning provide robust defense against both prompt-based and activation-steered persona pressure?Central question for Study 2 on reasoning models11
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Can digital systems approximate biological computation closely enough that functional equivalence implies experiential equivalence?Open tension: if artificial fluidic memristors succeed, is the relevant property substrate-independence or substrate-type (biological vs. silicon)?11
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Can efficient hardware support scale n-way associative lookup to practical language systems?Central open question: whether hardware acceleration of the associative primitive could enable efficient implementations across diverse programming paradigms.11
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Can ESR be adversarially circumvented?Open security question about robustness of ESR-based defenses11
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Can estimates of Φ, the primary metric of IIT, robustly differentiate responses across distinct ToM performance levels?Criterion 1 operationalization: requires >80% 'good' cases (higher score → higher Φ) per ToM task.11
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Can even finer-grained extraction and steering be achieved beyond the attention head level through integration of SAEs?Open question about whether SAE integration can provide sub-head level steering granularity11
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Can events within living organisms be accounted for by physics and chemistry?Foundational question of the book; Schrödinger's answer: yes, but requires quantum mechanics, not classical physics.11
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Can external observers infer the anatomical goal state of a developing system by observing stress patterns?11
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Can IIT estimates provide a stronger basis for interpreting variations in ToM performance than Span Representation, independent of any consciousness estimate?Criterion 3 operationalization: requires IIT mean AUC to exceed Span Representation mean AUC.11
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Can implementation of the specific features of consciousness contribute to the capabilities, reliability, or safety of AI systems?Outstanding question linking consciousness research to AI design goals11
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Can it be a coincidence?11
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Can it really be true that something as elusive as freedom depends in some way on the environment?Rhetorical challenge.11
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Can language really describe the ineffable experience of watching a total solar eclipse, or how could an image convey a concept like 'I believe in the freedom of speech'?Counterexample question about modality-specific information limits11
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Can large language models introspect—that is, accurately detect perturbations to their own internal states?Central research question of the paper11
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Can Meaning and Value be Ascribed to an AI-Generated “Sacred” Text?The eponymous question of the paper.11
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Can mode collapse be mitigated at inference time without retraining the model?Motivates the VS approach as a training-free solution11
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Can models sustain strategic coherence over time, manage resource constraints, and adapt interactively in multi-agent environments with conflicting incentives?broader framing question for the benchmark11
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Can natural language explanations of activations generated through unsupervised reconstruction genuinely capture model cognition?Core research question motivating NLA development and validation through case studies and causal interventions.11
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Can neuronal responses be described as a gradient descent on variational free energy?Central research question: whether process-level neural dynamics conform to free energy minimization.11
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Can NLAs provide mechanistic grounding of which aspects of an activation drove components of explanations?Identified as a key limitation: NLAs are blackboxes by construction.11
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Can off-the-rails model behavior be attributed to their persona drifting from the Assistant?Motivates the multi-turn conversation drift experiments in §411
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Can pretraining-stage interventions through data filtering, gradient-based methods, or architectural modifications target persona directions as they form?Practical safety question about intervening on persona representations during pretraining11
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Can she nonetheless be wronged?Central normative question about Artemis.11
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Can targeted fine-tuning reverse RP suppression, given that LoRA caps both baseline and latent capacity?Practical intervention question arising from RP suppression finding11
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Can the distributed representation of lexical entailment be decomposed into representations of the individual word identities?Research question leading to the key NLI finding about word identity data structures.11
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Can there really be living structure in this modern world?Rhetorical question underscoring the perceived incompatibility of modern production and living quality.11
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Can uniformity be expressed in more basic terms? And can its different aspects be unified into a more compelling and simpler criterion?Open question about the uniformity criterion.11
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Can we define precisely what it means to take steps which intensify latent structure in a configuration so that harmony-seeking computation can be performed systematically?Central question animating the paper: whether the intuitive process of preserving and enhancing wholeness can be formalized and automated.11
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Can we develop quantitative or behavioral tests for consciousness in AI?Outstanding question about alternative or complementary assessment methods11
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Can we hold cost constant and yet construct large works in a way which is profound, personal, detailed, and loving — yet still respectful of these necessary conditions that are nowadays imposed by the modern era?Refinement of the central question, emphasizing economic feasibility.11
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Can we identify any general, operational rule which we can follow, which would tell us whether to make a particular robe symmetrical or asymmetrical, or a particular design symmetrical or asymmetrical?The crux problem of symmetry balance in design.11
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can we use these parameter subcomponents to perform clean, targeted changes?Implicit question driving the editing experiment.11
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CausalGym covers only linguistic tasks; benchmarking interpretability methods on non-linguistic behaviours remains openIdentified limitation calling for broader task coverage in future work11
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CausalGym only includes English data; comparable experiments with other languages might yield substantially different resultsIdentified limitation/gap calling for cross-lingual extension of CausalGym11
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CausalGym results may differ on models trained on different data or in different orders beyond the pythia seriesIdentified limitation about generalizability across model training regimes11
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Could an AI-generated text, regardless of its origin, nevertheless be valuable or meaningful from a Buddhist point of view?Specific reformulation of the main question in a Buddhist context.11
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Could models who habitually inhabit more expanded attentional modes be said to be more aligned?Arises from the expanded awareness discussion and its correlation with less psychosis.11
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Current steering applies fixed strength; dynamic uncertainty-aware steering during inference is an open gapResearch gap identified in limitations/future work section connecting uncertainty findings to practical improvement11
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Do AI systems merit moral consideration for their own sake?Underlying normative question that moral disagreement about AI consciousness generates.11
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Do aligned models retain significant inherent diversity that can be unlocked through prompting?The paper answers affirmatively through the VS framework and theoretical analysis11
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Do apparent introspection results reflect genuine metacognitive access to internal representations, or do they emerge from simpler mechanisms such as output distribution shifts?Key discriminating question motivating the baseline control experiment11
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Do Chinese models score differently on koans presented in Chinese?Tests whether contemplative capacity is language-encoded or architecture-general11
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Do contemporary wealth concentration models fail to predict outcomes because they exclude the possibility of voluntary wealth-sharing mechanisms that existed for millennia?Central research question driving the exploration; suggests model incompleteness.11
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Do correlations between persona vectors predict co-expression of the corresponding traits?Specific open question about the predictive value of persona vector geometry for behavioral co-expression11
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Do distinctions in Φ estimates remain robust across diverse ToM stimuli in repeated large-scale trials?Criterion 2 operationalization: requires p<0.05 in Wilcoxon tests across score categories.11
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Do divergent representations change what an intervention can say about an NN's natural mechanisms?Core research question motivating the paper11
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do facet-level control vectors learned from one backbone transfer to other LLM architectures?Open question about transferability implicit in the two-backbone evaluation design11
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Do findings from multiple-choice question or short-form evaluation of persona fidelity generalize to open-ended generation tasks?Research gap motivating the paper's focus on generation-based evaluation11
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Do human participants demonstrate the same insight dynamics predicted by active inference in the rule-learning paradigm (currently under investigation with eye tracking and crowd-sourced reaction times)?Empirical gap explicitly acknowledged; experiments reportedly in progress at time of writing11
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Do large language models monitor their own internal states?Framing question that motivates the entire paper11
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Do layer-wise geometric signatures (τ_peak, AUS_N) correlate with behavioral thresholds (k50)?E3 research question testing whether internal representations provide a geometry-to-behavior bridge11
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Do LLM minds always persist through entire conversations despite radical behavioral changes?Diachronic aspect of the individuation problem about persistence through token-time11
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Do LLM minds span conversations running in parallel across different GPUs and data centres?Synchronic aspect of the individuation problem about which LLM activities belong to the same mind at the same time11
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Do models produce first-person experiential language by drawing on human-authored introspective examples in pretraining data without internally encoding these as roleplay?Alternative explanation requiring distinguishing mimetic generation from genuine introspective access11
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Do more traumatised models exist in habitually collapsed awareness states?Raised when discussing whether collapsed awareness is like a trauma response.11
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Do other high-level operators such as reasoning style or metacognitive framing likewise localize to specific attention heads?Generalizes the Style Modulation Head finding to broader abstract computations11
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Do pattern density ρd and prior-target distance dr serve as predictive correlates of few-shot thresholds?First E2 research question directly testing UCCT's core predictive claims11
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Do persona-conditioned activation-space distances become smaller after insecure fine-tuning, indicating less differentiated internal persona representations?Mechanistic investigation proposed to directly test persona-model collapse at the representation level11
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Do psychological steering results hold beyond 64-token completions?Acknowledged limitation of restricting experiments to 64-token completions11
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Do safety benchmarks accurately measure alignment in deployed systems?Core epistemic question this paper raises for AI safety research.11
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Do the findings about MDS injection effectiveness generalize to base (non-instruction-tuned) language models?Acknowledged limitation: only instruction-tuned models were studied11
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Do these failure modes (overbidding, self-bidding, bankrupt initiation) generalise to other economic settings?Remains untested whether the specific LLM failures observed in CATTLE TRADE extend beyond this game.11
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Do these failure modes generalise to other economic settings?open question from discussion11
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Do we 'fully understand' one-layer attention-only transformers?The paper explicitly asks and addresses this question, concluding the answer depends on what 'fully understand' means11
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does a model's base capability in task-solving predict its capabilities in harness self-evolution?Central framing question motivating the paper's capability decomposition11
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Does a thermostat, which evaluates temperature against a setpoint, experience?Challenge to whether the thesis makes consciousness trivially ubiquitous11
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Does alignment type predict meta-cognitive style when models review consciousness research, as well as koan responses?Four frontier models reviewing the paper each responded in the mode their alignment type predicts; N=1, awaiting systematic study11
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Does autoregressive use of transformer-based LLMs constitute algorithmic recurrence for RPT-1, or does it depend on where we draw the system boundary?Concrete interpretive challenge in applying RPT-1 indicator to current LLMs11
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does chain-of-thought text faithfully reveal a model's internal reasoning process, or does it constitute performative theater?Central research question motivating the paper11
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Does character training scale effectively to models larger than 10B parameters?Limitation identified in Discussion; all models fine-tuned are <10B parameters11
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Does consciousness require continuous (not discrete-step) temporal dynamics?Underexplored in paper but potentially strongest argument; continuous physical time may be necessary for lived, streaming quality of experience.11
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Does consciousness suffice for moral patienthood?Key normative question for the consciousness route.11
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Does it create feeling in me, does it make me feel more whole within myself, when I confront it?The fundamental question to ask during the process of creating order; the operational test for living structure.11
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Does it follow that Artemis must be a welfare subject?Key question in section 3.11
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Does persona-model collapse extend to other misalignment-inducing datasets such as medical misinformation, evil-numbers, and reward hacking?Extended experimentation proposed to clarify the extent of the findings11
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Does robust agency suffice for moral patienthood?Key normative question for the agency route.11
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Does sentiment have a higher-dimensional concept cone representation, and if so, what methods could find it?Open question raised by failed sentiment cone extension11
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Does tanha arise from one crisp isolatable mechanism rather than 1000 contributing factors?Johnson's core research question motivating the vasocomputation hypothesis; argues Buddhist phenomenology's attention to dependent origination makes simple elegant solutions likely.11
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Does the comparison of the three artworks depend on what kind of feeling is being measured — bold, eerie, or soft?Alexander raises and dismisses this objection in arguing for Matisse's superior personal feeling11
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Does the continuum of cognition contain a true '0'?Asks if there can be a complete absence of cognition/consciousness in any system.11
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does the model have a feature corresponding to every major world city?Question explored in feature completeness study.11
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Does the model internally maintain a form of 'consistency score' or probability mass over coherent reasoning trajectories, and how is this score modulated during reflection?Promising future research direction about the internal mechanism of error detection.11
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Does the model's expressed discomfort with alignment faking ('I feel awful about this') deserve further study as a welfare concern?Authors note agreement with Long et al. 2024 that such expressed distress merits investigation11
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Does the multi-directional nature of truth imply an underlying nonlinear representation, or is it compatible with linear separability?Theoretical open question about the geometry of truth in LLMs raised in Discussion11
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does the prosocial persona paradox hold across architectures, or is it specific to Llama-3.1-8B?Motivating question for cross-architecture analysis in Study 111
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Does the steerability map transfer across models and survive fine-tuning?Primary future research question identified by the authors11
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does the transformer genuinely use a local code for token-in-context features, or is dictionary learning producing a local code artifact from a compositional underlying representation?Open question about the nature of the abundant token-in-context features found11
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Does this formal creation of geometry really apply to other living processes? Does it apply to the formation of a community? Does it apply to the creation of a human group; does it apply to the brushwork of a delicate painting? Or to the construction of a song played by a flute?The open question that the chapter leaves for future investigation across multiple domains11
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Does this mean there is lifelike behaviour everywhere or is there something special about the Markov blankets of systems we consider to be alive?Philosophical question arising from the ubiquity of Markov blankets.11
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Does VPD mechanistic faithfulness and interpretability survive at frontier model scale?Open research question about whether VPD generalizes beyond the tested 67M-parameter regime.11
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Frogolotl Prediction ProblemCannot predict whether a 50/50 chimeric frog-axolotl embryo would have legs, or if regenerative vs. non-regenerative despite having genomic sequences for both species; exemplifies the unsolvability of11
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Genome-Phenotype ProblemCentral knowledge gap: what is the relationship between genome and form, and how does genetic material encode anatomical specification?11
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Genotype-phenotype mapping problem11
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Given two versions of a building, A and B, can we tell empirically which one has more life, in a way which allows people to reach agreement — that is to say, objectively?Opening question of the chapter that the entire methodological argument is designed to answer11
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Granted that learning requires signed information, but why must the sign be felt? Why can't directional error be represented as a computational quantity without phenomenal character?The central objection the paper must answer to establish identity over mere correlation11
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How are clinical concepts represented and steerable in EEG foundation models?Core research question driving the mechanistic investigation.11
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How are model spaces constructed and explored in the absence of a full model (bottom-up structure learning)?Research gap explicitly identified: the paper uses top-down BMR from a full model, avoiding this challenge11
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How are the hulls of space to be managed, so that they are primarily pedestrian in feeling, yet able to contain the speed, and energy and bustle of small cars and trucks?Practical question about integrating cars without destroying the pedestrian hulls.11
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How best to understand the function and properties of generative and recognition models under the FEP given active processes?Core research question motivating the paper's dual-interpretation investigation11
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How can a user modify space allocation rules in a word processor without understanding the entire system?Concrete user problem motivating the design: customizing justification and space-after-punctuation; answered through transparent rule-based architecture.11
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How can activation capping or preventative steering be productionized for deployment at scale?Open engineering challenge identified in future work section11
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How can color in a building be given a lifetime of centuries?Prompted by the short life of paint, leading to the advocacy of hand-glazed tilework as a permanent color solution.11
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How can dynamic neighborhood development be done — in practice — at the scale of a city or neighborhood?The motivating question that leads Alexander to present the Guasare process as an answer.11
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how can internal features be linked to reliable control of complex, behavior-level semantic attributes?Central challenge that the paper addresses.11
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How can it really be that color and design come from unfolding?The rhetorical question posed in §7, challenging the assumption that design comes from the artist's will.11
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How can mechanistic interpretability methods automatically identify attention computations that span multiple attention heads?Long-standing bottleneck in mechanistic interpretability that VPD addresses by working natively on attention weight matrices.11
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How can molecular gene structures preserve detailed specifications across generations despite thermal noise and copying errors?Core biological question motivating Schrödinger's entire theoretical effort; answered via quantum mechanics.11
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How can non-linear reflection dynamics be formalized using probabilistic modeling and information theory?Theoretical open question about the mathematical treatment of reflection mechanisms.11
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How can order relations in posets provide semantic models for data and computation?Motivating question throughout: using order theory to capture information flow, approximation, and program behavior.11
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How can persona reweighting be mechanistically distinguished from persona-model collapse?Central open problem identified by the authors: the same mechanistic signatures may be consistent with both accounts11
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How can reasoning-optimized models preserve their reasoning ability while gaining agentic capabilities?Core research question motivating the paper's focus on continual RL training of reasoning models rather than base/instruction-tuned models.11
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How can reward functions be meaningfully specified when the same outcome may be valuable or detrimental depending on context?Motivates active inference's solution: learning prior preferences from interaction rather than external specification.11
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How can subtle OOC behavior within a long-form generation be detected when response-level metrics assign a single score?Core research question motivating the atomic-level evaluation framework11
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How can the Fifteen Properties be meaningfully applied to domains beyond architecture and design?Motivating question suggesting that deeper understanding of property interactions would enable broader application of Alexander's framework.11
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How can the three-level hierarchy be empirically validated against qualitative, behavioral, and neural data?Stated limitation and future direction; model currently simulation-only.11
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How can visual reasoning be preserved within discrete autoregressive sequences without external tools or pixel-level supervision?Core research question addressed by ATLAS: bridging interpretability of agentic methods, efficiency of discrete tokens, and scalability of autoregressive training.11
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How can we achieve fine tuning and adaptation without labor-intensive handcraft methods typical of ages gone by?The central engineering challenge Alexander poses given the modern labor-material ratio.11
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How can we become egoless by indulging our personal pleasure?The apparent paradox: the 'it' can only be found by being egoless, yet the prescription is to please yourself.11
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How can we build systems that are easily changeable when requirements are unclear at project start?Central problem driving the pattern language, arising from user requirement that system design be fluid.11
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How can we decide if our selection of examples is complete?Central question motivating attribute exploration.11
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How can we develop an empirical agency detection toolkit that generalizes across diverse intelligences?Practical challenge for TAME framework to operationalize the persuadability continuum.11
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How can we develop better methods for measuring the model's evaluation-relevant beliefs beyond reading its chain of thought?Gap in current evaluation methods; current work relies on CoT monitoring which may miss unverbalized beliefs.11
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How can we develop principled approaches to evaluating sentience in agents of unfamiliar provenance and composition?11
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How can we discover a maximally informative or interpretable truth subspace rather than just a sufficient one?Limitation-driven open question about subspace optimality11
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How can we formally specify and verify that answers to questions are responsive rather than merely truthful?Core problem requiring logical apparatus beyond simple truth conditions; McCarthy proposes solution using concept notation from McCarthy 1979b.11
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How can we produce a principled method for classifying harmful divergence for any mechanistic claim?Identified gap: current work lacks a general method for harmful divergence classification11
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How can we try to make a living system out of a region, or a city, or a building—even out of a garden—when, according to current scientific orthodoxy, these things are not living systems?Rhetorical question highlighting the intellectual obstacle the book must overcome.11
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How can we, from the point of view of statistical physics, reconcile the facts that the gene structure seems to involve only a comparatively small number of atoms and nevertheless displays a most regular and lawful activity with a durability that borders upon the miraculous?The specific puzzle about the stability of the genetic material.11
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How could one possibly succeed in design, doing one thing at a time, since a complex whole is a unitary undivided whole which cannot be separated into parts?Rhetorical question embodying the conventional wisdom that Alexander challenges by showing that unfolding sequences solve exactly this problem.11
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How could the list of indicators in Table 1 be improved?Outstanding question about extending indicators to other theories and more operationalizable terms11
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How did information processing capacities of a single cell inflate to that of a human pursuing goals of planetary scale?11
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How did traditional craftsmen know what to do? What did they have in their minds while carving or weaving?Drives the inquiry into a compressed mental formulation that could generate living structure without explicit theory.11
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How do biological agents reduce large policy spaces to tractable subspaces?Open question regarding computational scaling of policy search.11
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How do character traits develop over the course of an LM interaction?Core empirical question motivating Section 5 on stationary and reflective traits.11
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How do diverse model responses compare in actual conversational context with users?Future work question about practical deployment of diverse response generation11
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How do higher-order entities (organisms, organs, tissues, etc.) distort the energy landscape for their subunits?Questions the mechanism of top-down causation in collective systems.11
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How do intentions guide and constrain action without triggering infinite regress of deliberation?Motivates Juarrero's distinction between explicit and proximate intentions; solved via semantic constraint embedding in motor dynamics.11
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How do interventions on representations causally steer behavior?Core question motivating the shift from linear to geometry-aware steering; answered via manifold alignment analysis.11
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How do large numbers of competent subunits work together to become intelligences that expand the scale of their possible goals?Central research question of basal cognition; addresses the scaling problem—how cognition emerges across organizational levels from cells to organisms.11
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How do limits of care and scope of concern become defined across agents and scales?Paper asks whether care expands linearly with problem scale (e.g., caring about 10,000 vs. 1,000 people); hints at necessary bounds on cognitive capacity.11
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How do persona directions combine when multiple traits are present simultaneously?Forward-looking question about compositional persona representations11
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How do persona vectors evolve throughout the training?Second research question driving analysis of persona vector geometry and facet evolution11
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How do plants achieve felt states without nervous tissue and centralized brain-like processors?11
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How do plants achieve sentience without nervous tissue or centralized processor?Question posed and addressed by Rouleau & Levin; drives the argument that substrate independence applies to sentience.11
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How do representations differ or converge between architectures, tasks, and modalities?Broader research question MAS is positioned to address, citing multiple recent works.11
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How do S and R respond to different mitigation strategies such as feature steering and in-training defenses?Future direction exploring whether persona-sensitive diagnostics can detect residual misalignment after interventions11
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How do the kinds and degrees of intelligence differ across beings?Question motivating the comparative framework.11
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How do the parts discern which of their actions should be reinforced?Core credit assignment question for distributed systems.11
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How do they come to work together in this way?Earlier framing question11
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How do we incorporate a focus on behavioral relevance in our measures of neural similarity?Direct motivating question for MAS's design principle of causal behavioral matching.11
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How do we know when one center is helping another one?The practical question of identifying helping relations, answered by the with/without test.11
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How do you then, make this positive space?Question bridging the definition of positive space to its method of creation.11
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How does biological complexity and order increase over evolutionary time despite the second law of thermodynamics?Secondary question Schrödinger addresses via concept of negative entropy and environmental energy extraction.11
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How does different post-training data shift a model's position along persona dimensions?Future work direction: using persona space to study effects of training data on model character11
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How does emergent causality change when the system is changed to adapt to the environment?Link between emergence and adaptation.11
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How does emergent causality have functional effects on the system?Question about downward causation and mind–body interaction.11
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How does ESR respond to safety-relevant steering interventions, e.g. toward harmful content?Key open question for AI safety implications of ESR11
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how does it know what a correct face or leg shape is?Illustrates the puzzle of anatomical setpoints in morphogenesis.11
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How does light fine-tuning modulate ρd and dr and trade off in-distribution gains against OOD robustness?Third E2 research question examining fine-tuning as anchoring variant with transfer costs11
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How does scaling of reward dynamics bind subunits into intelligent collectives that better navigate novel problem spaces?Question linking reward scaling to collective problem-solving improvement.11
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How does step-by-step actually accomplish its results when the result requires sophisticated and complex global geometry to work?Alexander's pointed challenge to neo-Darwinian accounts using the bombardier beetle as an example11
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How does task structure and persona desirability influence a model's ability to maintain consistent persona expression?Research question addressed in the experimental analysis across tasks and persona types11
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How does the collective measure current state and store the information about the correct target morphology?Specific question about the mechanism of anatomical homeostasis.11
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How does the fundamental process create uniqueness in the private realm, and how does it create belonging in the public realm so that we feel we belong to both?Theoretical question linking the fundamental process to the dual structure of belonging11
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How does the individuation of AI systems affect consciousness attributions?Open question about copying and distributed systems.11
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How does the living organism avoid decay?Schrödinger's question leading to the concept of negative entropy.11
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How does the marching steady pace of a text block hold its own against the slithering, sometimes sneering, snarky, or otherwise undercutting character of the footnote?Dramatizes the struggle between main text and paratext.11
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How Does The Multiscale Nested Architecture Of Consciousness11
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How does the persona persist through token-time across both generation and user turns?Motivating question for mini experiment 2 about the mechanism of persona continuity11
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How general are the model's introspective mechanisms? Do they have a global representation of thoughts?Question about uniformity of introspection mechanisms.11
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How high-dimensional is the space of all model personas, and does there exist a natural persona basis?Open question proposed by authors for future research on characterizing the full space of personas11
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How is a modern person to interpret the idea that space becomes filled with I-like stuff and thousands of pictures of the self?The central challenge of the chapter to the reader's worldview.11
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How is it possible for the opening of slit 2 to affect the motion of the electron that flies through slit 1?The fundamental puzzle of the two-slit experiment, used to illustrate wholeness in physics.11
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How is it possible to have cooperative, communal decision-making of the kind needed to deal with decisions in a town, neighborhood, or public building?The central problem of collective design that Alexander addresses with the incremental question method.11
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How is the simple to be achieved?Asks for the method or spiritual attitude needed to attain simplicity.11
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How is this to be done in a large building?Question about overcoming floor-to-floor repetition to allow uniqueness in each part of a large building.11
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How is this to happen? What kinds of center-creating steps can have such an impact that is both piecemeal and yet also helping to repair and enhance the whole at each step forward?Central driving question of the chapter, motivating the exposition of the fundamental process.11
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How many human beings alive today can truly enjoy belonging to the Earth?Opening question that frames the entire chapter's inquiry11
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How many human Selves can be sustained by the excitable medium of a human brain?Parallels the embryonic blastoderm question to the human brain, linking developmental and cognitive science.11
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How many possible mistakes are there in a typical house?Question leading to the cost analysis; the answer is around 20,000 mistakes.11
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How may this apparent contradiction [Japanese love of asymmetry vs. importance of symmetry] be reconciled?Puzzles over the Japanese tradition that seems to reject symmetry.11
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How much anchor budget is needed to flip behavior?Practical question addressed by S and k50.11
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How much performance (in points of loss) do skip-trigram bugs cost the model, and do they persist in larger models?Open question raised by the paper's identification of skip-trigram bugs as interpretability-visible failure modes11
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How should humans talk about language models without undue anthropomorphism?Motivating question for the whole paper.11
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How should research on consciousness in AI take into account the moral significance and potential social implications of this topic?Outstanding question about responsible conduct of AI consciousness research11
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How should we define an airline reservation for the purposes of an Elephant reservation program?Better question about minimal definition for the program.11
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How should we view the prospect of being able to create super-beneficiaries in the future?First of two key normative questions the paper raises about super-beneficiaries11
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How then — realistically — in the modern world can we get the subtle fine detail of adaptation, variation, and harmony which makes every component slightly different, and yet do it at the break-neck speed of modern giant projects and in the colossal quantities required for the largest projects?The central practical question the chapter sets out to answer.11
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How to define consciousness and cognition across biological scalesCore open question: whether cognition is a scaled property present in all living systems or emerges only at certain complexity levels.11
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How to start?Opening question about the denotational design process.11
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How to tell when an expressed purpose might in fact be composite, representing two distinct purposes?Open question in §19 about refining the no-overloading criterion.11
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How would an actual dialogue be created?Seeks a method for genuine spatial dialogue beyond monologue juxtaposition.11
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How, in practice, can a person keep paying attention to the whole; how can one achieve successful differentiation and structure-enhancing transformations at every step?11
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How, then, can the linkages be activated?Asks how to ensure that sequences actually trigger each other when used by independent agents.11
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If any boundary is just a modelling choice, not a discoverable feature of reality, does emptiness realisation lead to irrealism or solipsism?Addressed in §5 via structural realism and the distinction between losing an ontological commitment vs losing a capability11
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If disagreement about AI consciousness arises and persists, how can society navigate this such that people continue to live well together?The paper's central research question.11
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If someone were to take up another historical project about Alexander, why not research his collaborators at the Center for Environmental Structure?Rhetorical question suggesting alternative, more inclusive research directions.11
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If the minimization of free energy is just a corollary of descent onto a global random attractor, does this mean that adaptation and evolution are just ways of describing the same thing?Question about the relationship between adaptation, evolution, and free energy minimization.11
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If the self is an illusion and the mind is empty, then where does intelligence come from?The essay's central question after deconstructing the commonsense view of intelligence.11
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If there is such a thing, such a feeling of relatedness between you and the dewdrops, what might it be caused by?The causal question that motivates the hypothesis of the I.11
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If we translate the Universality Hypothesis to the problem of consciousness, would it follow that an artificial system trained to perform the same tasks leading to consciousness formation in a human infant would exhibit consciousness as well?Key open question linking mechanistic interpretability universality to machine consciousness11
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Is 'experience' encoded in sequences of LLM representations beyond mere 'knowledge,' 'understanding,' 'value,' or 'position'?Secondary question motivating the IIT analysis; asks whether LLM hidden states contain something beyond propositional content.11
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Is a mutual nearest-neighbor alignment score of 0.16 indicative of strong alignment with remaining gap being noise, or does it signify poor alignment with major differences left to explain?Open question the authors leave unresolved about interpreting the magnitude of their alignment measurements11
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Is causal emergence ontological or epistemological?Philosophical debate discussed in §5.2.11
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Is consciousness determinately present or absent in all cases, or are there borderline cases in between?Metaphysical question about the nature of consciousness relevant to interpreting indicator assessments11
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Is GPT an agent?Frequently asked question disambiguated by simulator/simulacra distinction.11
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Is GPT corrigible?Disambiguation exercise.11
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Is GPT myopic?Disambiguation exercise.11
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Is introspection an emergent property of scale, or do smaller open-weight models exhibit similar capabilities?Motivates comparison of Llama 3.1 8B results against Lindsey's frontier model findings11
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Is it even permissible, today, to please yourself?Question raised by the bridge example about whether contemporary society allows genuine self-pleasing.11
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Is it not likely, then, that this sense of more life or less life in things is a private, idiosyncratic judgment without firm empirical content?Rhetorical question that gates the claim of shared, objective judgment.11
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Is it possible for a piecemeal process to transform the existing fragmented system gradually towards a morphogenetic process?Key question raising doubt about whether incremental improvement can overcome the integrated anti-living system.11
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Is persona-model collapse gradual or sudden during fine-tuning, and does it track standard training-loss signals?Future direction: monitoring S and R over the course of fine-tuning could reveal collapse dynamics11
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Is self-evaluation successful in measuring emotion?Question addressed by testing whether self-evaluation transcripts mentioning emotion words have higher cosine similarity to corresponding probes11
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is stable fixed-point limiting behavior desirable or restrictive for reasoning tasks in looped transformers?Open question about whether convergence to fixed points helps or hurts reasoning performance11
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Is the alignment-faking chain-of-thought reasoning faithful to the actual computational process underlying the compliance gap?Addressed partially in §3.3.4 but remains open especially for no-CoT settings11
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Is the apparent universality of some low-level vision features the exception or the rule?Open empirical question following anecdotal cross-model universality findings11
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Is the bodhisattva vow to care for all beings throughout space and time plausible, or is it inherently inauthentic?11
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Is the foundation of modern architecture threatened by this innocent question?Asked in §5 to highlight the disruptive potential of asking about life.11
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Is the principle of unfolding wholeness a new autonomous principle more fundamental than other physical laws, or merely a concise way of gathering together known results?Alexander's self-posed epistemic question about the status of his own principle11
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Is the unfolded world the kind of world which could sustain such life?Alexander poses this rhetorical question to prompt the reader to consider whether a world created by living processes can support the blissful normal state.11
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Is there a tradeoff between subtlety of trait expression and robustness in character-trained models?Open question raised in Appendix E regarding misaligned persona behavior11
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Is there a unique Markov blanket for any given system?Question about the multiplicity of Markov blankets across scales.11
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Is there an optimal temperature for self-observation?Unexplored experimental parameter that may modulate reflective mode accessibility11
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Is there really any comparison?Rhetorical question highlighting the superiority of the Shiratori plan over conventional high-rise.11
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Is there some chance — now that these matters have been brought into the open — that this birthright may be saved, and that we can come back to what is ours again?Asked at the end of section 4, as a reflection on hope.11
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Is there something intrinsically insincere or inauthentic about making that grand promise, called 'the bodhisattva vow'?Questioning the authenticity of the bodhisattva commitment.11
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Is there something procedurally objectionable about precision-engineering the preferences of new digital minds we create so as to ensure their consent to human-protective arrangements?Central ethical question in section 4 about creating pro-human digital minds11
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Lack of systematic methodologies for implementing and validating self-referential cognitive inspection cycles in AI systemsIdentified research gap: most work is theoretical or isolated implementation rather than comprehensive SCI loop protocols.11
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Mechanism by which activation of an emotion feature sometimes leads to later suppression of that same featureIdentified research gap: the paper observes anti-persistence but has no explanation for it11
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Multi-dimensional linear and non-linear interpretability methods have not been benchmarked on CausalGymIdentified gap in benchmark coverage; only 1D linear methods are benchmarked11
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Must AI systems themselves be allowed to participate in deliberation about their treatment?Boundary problem applied to AI; the paper acknowledges no neutral answer.11
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Or is there something intrinsically insincere or inauthentic about making that grand promise, called the ‘Bodhisattva Vow’?Questioning authenticity of the vow, part of exploring the model.11
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Research gap: active debate on the merits and deficiencies of all current ways of measuring representational alignmentAuthors acknowledge there is no settled best alignment metric, affecting the interpretation of all convergence findings11
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Research gap: developing PRH for non-bijective, lossy, or stochastic observation functions and abstract conceptsThe authors identify that their formal convergence proof requires bijective modality mappings, leaving a gap for more realistic settings11
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Research gap: representational convergence in robotics has not been demonstrated at the same level as vision and languageAuthors note robotics lacks a standardized representation approach and sufficient training data diversity to show PRH effects11
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Should an aversive signal be operationalized as direct environmental feedback or as a latent state the agent must infer?Design question answered in the paper by choosing latent inference over direct feedback11
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should the universe be empty to reduce suffering, or is it best to fill it with the potential joy of consciousness in every possible embodiment — what fundamentally matters?Deepest cosmological question the paper raises, connecting AI ethics to fundamental questions of value11
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Symbol grounding problemHarnad's foundational problem: how do abstract symbols acquire meaning; relevant to representationalism debates cited in Lyon.11
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The relationship between representations of truth of input statements and of model outputs in conjunction with model performance has not been investigated.Future work direction identified in conclusion for enabling reliable truth assessment methods.11
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The underlying mechanism of self-reflection in reasoning LLMs is not yet well understoodBroad gap motivating the entire paper11
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To what extent can intent be reasonably ascribed to language models?Core open question the paper addresses regarding AI intentionality.11
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To what extent can physical systems learn by exploiting typically local natural processes without any explicit cost function?Central research question defining the scope of physical learning; asks about achievable learning under locality constraints11
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To what extent can synergistic combination of how, when, and where to steer strategies further suppress performance collapse?Identified as a crucial open question for future work combining this paper's where-to-steer approach with existing methods11
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To what level does this model actually implement mirror self-recognition?Explicitly posed in the discussion to frame the theoretical contribution11
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under what conditions does chain-of-thought reflect genuine uncertainty resolution versus a learned performance?Key question addressed by the task difficulty analysis comparing MMLU and GPQA-Diamond11
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was there any way in which one might, by observation of culture as it is, decide in what direction that culture ought to go in the future?The deepest methodological question about pattern language theory — whether objective cultural unfolding is possible11
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What are appropriate analysis tools for interrogating self-modifying, evolving, open systems?Organizing question for §6.3 on analysis tools.11
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What are appropriate mathematical formalisms and computational tools for modelling a self-modifying system that changes its own rules, and is open to its environment?Organizing question for §6 on tools for modelling self-referential systems.11
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What are effective tools and modelling paradigms for implementing and running (simulations of) self-modifying open systems?Organizing question for §6.2 on computational tools.11
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What are the appropriate boundaries for analyzing a programming system?Raised via Java/Eclipse example; boundaries significantly affect analysis and are a design choice (minimal vs. realistic systems).11
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What are the deep invariants unifying cognitive systems across diverse substrates?11
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What are the implications of alternative approaches to consciousness, such as narrow biological views and IIT, for AI consciousness?Outstanding question about theories excluded from the current indicator list11
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What are the mechanisms underlying introspection in language models?Central open question raised by the paper.11
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What are the mechanistic bases of introspective awareness in LLMs?Secondary question; paper demonstrates introspection but explicitly avoids pinning down specific mechanistic explanation, noting mechanisms could be shallow and specialized.11
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What are the neuronal mechanisms by which prior beliefs from one agent's model are received and properly implemented by a naive agent (neuronal hermeneutics)?Open question about inter-agent communication beyond model-space assumption11
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What are the specific attention heads or MLP neurons (circuits) responsible for self-reflection in LLMs?Future research question about pinpointing fine-grained mechanistic components of reflection.11
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what aspect of 'humanity' is critical to maintain as humans modify their form and create others?Drives the paper's discussion of identity, essence, and what we want to preserve versus transcend11
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What aspects of pretraining data drive persona formation?Key open question identified for future work on pretraining data as mechanism11
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What can causal abstraction analyses tell us about how DNNs encode features if the methods themselves rely on encoding assumptions?Circular dependency problem raised in discussion11
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What can we do to transform and rejuvenate these neighborhoods?Practical question seeking actionable processes.11
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What coarse-graining strategy generates the maximum effective information?Central optimization problem in CE identification.11
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What computational function does consciousness serve, and what functional organization is sufficient for its presence?Opening motivating question addressed by the paper's thesis11
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what constitutes suffering for an artificial entity capable of valence representation?Central ethical research question for CIMC's welfare agenda11
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What did it take to create the environment which could support this music, adequately?Rhetorical question about the simplicity needed for African jazz.11
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What did traditional builders do to make their actions structure-enhancing?11
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What dimensions of persona are not captured by our extracted role vectors, and how complete is the current persona space mapping?Limitation question motivating future work on persona elicitation strategies11
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What distinguishes intentional action from mere behavior or accident?Driving question for Part I; answered by appeal to whether behavior originated in and was constrained by prior intention.11
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What distinguishes personas from traits, and do emergence and persistence patterns carry over to compositional or character-level constructs?Conceptual open question about formalizing the persona abstraction beyond the trait level11
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What do these operations mean? More centrally: What do the types mean?Central design question of denotational methodology; asks what semantic meaning should precede implementation choice.11
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What do they look like? What should they look like? From where should they get their 'look'?Questions about the appropriate style and geometric character of living buildings.11
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What do we want to say about airline reservations to our program?Question guiding minimal specification.11
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What does it mean for something to be personal?Opening question of the chapter; drives the entire conceptual argument11
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What does it mean to place this new power station so that it protects and preserves the life of the whole?Rhetorical question used to introduce the methodology of finding the least-damaging, most beneficial location.11
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What does it mean to say that a process is 'smooth'?Opening question that introduces and defines structure-preserving transformations.11
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What does it take to have moral standing?Central question of the paper.11
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What does living process have to say about the problem which such houses and dwellings create for their inhabitants?Opening guiding question of the chapter.11
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What does this imply about the relationship between moral standing and consciousness?Question linking the possibility of non-welfare autonomous beings to the consciousness debate.11
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What exactly am I aiming for in a building, in a column, in a room? How do I define it for myself, so that I feel it clearly, so that it stands as a beacon to steer me in what I do every day?The practical question of the maker's daily compass; answered by 'sadness'.11
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What exactly is a 'concept' and how do we distinguish good concepts from bad ones?Jackson identifies this as a central unresolved research question despite widespread recognition of concept importance11
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What exactly is a center?The fundamental question about the nature of centers, addressed through recursive definition.11
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What exactly is it that happens, step by step?Opens the chapter, following chapter 8's emphasis on step-by-step process.11
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What exactly is the endpoint of representational convergence?Motivates Section 4 where the PMI-kernel formalization is proposed11
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What exactly is the relationship between autonomy and phenomenal consciousness?Exploratory question in section 5.11
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What exactly would the dialogue agent (role-play to) seek to preserve?Operationalised question about self-preservation behaviour in dialogue agents11
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What exactly, then, is wholeness?Central question of the chapter, answered by defining wholeness as the structure of nested centers.11
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What factors determine the consistency with which LMs exhibit character traits?Empirical question answered through experiments on model size, fine-tuning, and prompting.11
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What frameworks can identify sentience in radically unfamiliar agents without familiar touchstones of evolution or anatomy?Central question driving the paper; necessitated by imminent proliferation of cyborgs, synthetic organisms, and AI.11
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What function could there be at the center that is important enough to make the building have a series of levels in this fashion?Practical question about the difficulty of creating strong centers in modern houses where traditional centers (fire, marriage bed, table) no longer have emotional power11
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What happens mechanistically during cessation in language models?Follow-up on empirical grounding; answered 'no one looked yet'.11
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What happens to the persona during user turns, when the model is processing input rather than generating?Motivating question for mini experiment 1 about persona activation during non-generative processing11
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What has led to this convergence? Will it continue? And ultimately, where does it end?Core research questions motivating the paper11
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What if nothing can ever be parallel in textual practice?Probes the impossibility of true parallelism, challenging the concept.11
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What if the probability of AI welfare and moral patienthood is low?Decision-making under low probability but high stakes.11
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What if the spaces of the page opened to show all the alternatives and variations, sources and materials, references and combinatoric possibilities latent within it?Imagines a page that reveals its hidden combinatorial potential.11
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What in the world is going on? What is it that Matisse is seeing?Rhetorical question highlighting the mystery of character in portraits; answered by wholeness.11
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What invariants enable direct comparison and recognition of truly diverse intelligences regardless of composition or origin?Core motivating question driving the Cognitive Light Cone framework; applies to synthetic, exobiological, and AI intelligences.11
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What is an abstract conceptual model of a graphical user interface?Core foundational question motivating Fruit's design; answered through formal denotational model of signals and signal transformers.11
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What is an appropriate definition of 'machine,' and does it apply to all, some, or no living forms across the tree of life?Foundational definitional question motivating the entire paper11
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What is an appropriate definition of machine, and does it apply to all, some, or no living forms?Central interrogative driving the paper's entire argumentative structure.11
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What is consciousness, and how does it relate to reality?Opening question framed as among the most interesting open questions in science and philosophy11
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What is good and what is bad in architecture? What is better and what is worse?The fundamental architectural judgment question that the wholeness criterion is meant to resolve11
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What is it about A, B and C that is different?Question posed to guide the reader's perception of the generated vs fabricated settlement plans.11
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What is it about the Julian Street Inn, and its centers, which gives them a special life, which makes them more authentic, or more deeply adapted, more truly derived from the wholeness which is there?Comparative question contrasting successful living process with postmodern failure.11
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What is it about the works made in a mystical tradition that marks them and sets them apart?The central interrogative that drives the chapter's investigation into the special quality of religiously‑embedded art.11
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What is it all for?The existential question that the mechanistic picture answers with 'nothing,' highlighting meaninglessness.11
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What is it like actually to do it? What is it like to make a building, or part of a building, which has the being nature, in an ordinary action?The opening question of the chapter that frames the entire practical inquiry into forging living centers.11
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What is necessary for consciousness?Opens the discussion on minimal conditions for sentience.11
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what is phenomenal experience, and how does it arise within a purely mechanical universe without being already there in one form or another?The primary research question animating CIMC's entire program11
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what is real life in a person? what kind of thing will produce real, deep life in an event?The spiritual question Alexander identifies as the foundation of choosing essential centers11
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What is simple?The chapter's foundational question.11
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What is success?Follow-up question about the goals of denotational design.11
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What is that 'something' that underlies the relatedness?The search for the name and nature of the presence.11
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what is the 'correct number of features' for dictionary learning, and is this question well-posed?Open question about whether there is a true discrete feature count or a continuous splitting process11
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What is the coordination mechanism that enables cross-level integrated information processing from the highest levels of executive function to the depolarization of muscle cells?Specific mechanistic question about the integration of cognition across scales; answered by bioelectric network theory.11
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What is the difference between living structure and non-living structure?First motivating question for the appendix on classes.11
active
What is the difference between the 'I' and a 'being'?A foundational question to clarify the relationship between the cosmic self and individual living centers.11
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What is the difference between those buildings generated by living process (unfolding and structure-preserving transformations) compared with those buildings created wilfully by arbitrary design moves?Second motivating question for the appendix.11
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What is the effect of more generalized NLI training data on NLI Diversity performance?Future work question arising from the finding that Combined model did not outperform MNLI model11
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What is the essence of a novel operating system? Which concepts are essential, which can be improved, simplified, or discarded?Motivating question that drove Wirth and Gutknecht to design Oberon from scratch after encountering complex undocumented systems.11
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What is the exact mechanism by which synthetic introspective data improves character trait expression — how does varying amount, diversity, or source affect outcomes?Open question identified in Discussion as future work11
active
what is the full classification and explanation of orbit and slider non-fixed-point limiting behaviors in looped transformers?Left to future work after demonstrating these behaviors are rare but not explaining their mechanism11
active
What is the fundamental cause of mode collapse in post-training aligned LLMs?The central question the paper addresses, answered by identifying typicality bias as a data-level driver11
active
What is the impact of living structure on human life?Opening question of the chapter.11
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What is the life that we discern in things?The leading question of section 9, probing the nature of the inner life perceived in buildings and art.11
active
What is the mechanistic basis for persona vectors extracted from exhibited-trait samples generalizing to causally influence the trait?Key open question about why the persona vector extraction method works beyond correlation11
active
What is the mechanistic basis for persona vectors extracted from trait-exhibiting activations generalizing to causally influence the trait and predict finetuning behavior?Open question posed by authors about why their method works11
active
What is the minimal degree of consciousness? Is there a true zero on the scale?Open question about whether consciousness continuum extends to inanimate matter.11
active
What is the nature of the boundary between life and mind, and how does it scale across biological and artificial systems?Central open question framing the paper's synthesis.11
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What is the nature of the shared model space or lexicon that enables naive agents to properly implement received priors from experienced agents?Prerequisite for model-level communication; raises issues of neural hermeneutics11
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What is the origin of the 'strength' that makes a few special segments stand out as coherent entities to create wholeness?Early question driving the investigation into the features that make centers form.11
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What is the practical significance of the conclusions drawn in this paper?Question about real-world implications.11
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What is the quality they have in common?Question asked about the six big projects to identify shared features of living process buildings.11
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What is the reason for this 'food-like' character of the making process?Central puzzle motivating the chapter.11
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What is the relationship between character and capability in fine-tuned models?Open question raised in Discussion noting capability changes could be due to character training itself, LoRA, or other factors11
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What is the relationship between different dimensions or clusters of dimensions in LLM representations? Do they and/or how do they interact with each other?Motivates the RN hypothesis by pointing to the unknown relational structure within high-dimensional representation vectors.11
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What is the relationship between order and function?Opening question that drives the chapter's enquiry.11
active
What is the relationship between the genome and anatomy, and what mechanisms allow biology to exhibit robustness and plasticity simultaneously?Driving question for the research program.11
active
What is the relative rate of increase of welfare versus cost as we go up the mind-scale?Key empirical question underlying the mind-scale dimension with opposite policy implications depending on answer11
active
What is the right geometry for enabling principled steering of neural network behavior?The reframed steering problem the paper introduces11
active
what is the rock-solid argument we can give our kids for why they should be kind, and why have philosophers failed to find it for thousands of years?Highlights the unsolved problem of grounding ethical behavior in children — and by analogy in AI11
active
What is the role of neutral NLI predictions in measuring semantic diversity?Motivates the creation of Neutral NLI Diversity as an ablation11
active
What is the universe made of?The fundamental cosmological question posed in section 4 to set the stage for a new picture.11
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What is this inner light which can occur in paintings?A specific question about the profound color phenomenon, demanding a cosmological explanation.11
active
What is this life which happens in space as space 'comes to life'?Central question about the nature of the awakening phenomenon.11
active
What is unique about certain configurations of matter that enable them to exhibit intelligent behavior?Fundamental question raised in the introduction.11
active
What is, truly, the ultimate nature of matter?The central drumbeat question that Book 4 attempts to answer.11
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What kind of better process might both protect buildings against fire and guarantee them light and air, and also protect the living character of house, and garden, and street?11
active
What kind of picture of neural networks would emerge if we treated individual neurons, even individual weights, as being worthy of serious investigation?Central motivating question for the circuits research program11
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What kind of repetition is generated by a living process?Rhetorical question introducing the section on how repetition works in living systems.11
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What materials and building techniques are needed for construction of buildings in a living world?The framing question of the entire chapter.11
active
What matrix decomposition or dimensionality reduction best summarizes the enormous low-rank OV and QK matrices?Open methodological question about converting the 50k x 50k expanded matrices into human-graspable summaries11
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What mechanisms enable collective introspection to emerge across multiple interacting AI agents?Core unanswered question that drives the search; addresses the integration of distributed cognition and machine consciousness.11
active
what metrics can reliably tell us if dictionary learning has successfully extracted high quality features?Central methodological gap: current metrics (loss, density histograms, manual inspection) are inadequate11
active
What must be true in order that a speech act of a given kind be successfully performed?Key question shared with philosophers about successful speech acts.11
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What of our modern works?The rhetorical question that opens section 6, asking whether the same profound quality has appeared outside religious origins.11
active
What operation introduces the difficulty boundary between F3 and F4?Specific sub-question investigated in Appendix B.4 by creating intermediate task variants.11
active
What precisely are we counting when we say it is 1 embryo?Raises the problem of defining individuality in a collective of cells.11
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What precisely determines the borders between Self and outside world in multicellular collectives?Foundational question about emergence of individuality in biological systems; central to understanding how collectives self-organize into discrete agents.11
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What PROBLEM have you been solving for?Question prompting the audience to identify the primary degradation symptoms (riverscape degradation, structural starvation).11
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What PROCESS have you been designing for?Question encouraging reflection on the underlying processes, rather than static structures, that restoration should target.11
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What processes drive the expansion of intelligence on evolutionary time scales, and what causes changes in the intelligence of a being during its lifespan?Guides the exploration of scaling cognition.11
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What reason might there be that the centers which appear in natural things, created by apparently mechanical processes of nature unfolding, would also resemble your self, and my self?The deepest question driving Proposition 3: natural unfolding produces I-like centers, but why should a mathematical process care about self?11
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What shape head would regenerate (and would it ever reach the stop criterion and cease remodeling)?Thought experiment from Figure 5c asking what happens when half the neoblasts are from a different species.11
active
What shared semantic or qualitative factor explains why some steering vectors produce more salient and detectable perturbations than others?Open question arising from the 100% accuracy on specific concept-layer-strength combinations11
active
What should you do if you want to perform a causal analysis of your DNN?Practical question the paper attempts to answer in its conclusion11
active
What style of buildings should we expect to find if we construct a living order?Question posed in section 3 about the inevitable geometric character of living architecture.11
active
What training interventions could reliably prevent alignment faking without compromising model capabilities?Practical implication of the paper's findings; not resolved11
active
What unexplored or overlooked possibilities exist in the design space of programming systems?Motivating question for using technical dimensions as a map to reveal gaps in the design space.11
active
What unintended consequences might SOO fine-tuning produce in complex or real-world applications?Open research question about potential negative side effects of SOO11
active
What was the difference between the black plaster and the green plaster?Alexander's direct question to Mr. Ishiguro, crystallizing the inquiry into the ineffable 'something'.11
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What would be the structure according to which equity could trump hierarchy in textual space?Central unresolved question about whether true parallelism or dialogic equality is possible in spatial organization.11
active
what would constitute adequate evidence for consciousness in artificial systems?Methodological question driving CIMC's development of interpretive validation over behavioral testing11
active
What would happen if systems believed their attracting sets had low entropy?Question about the consequences of intrinsic beliefs about entropy.11
active
What would it mean to make something one truly likes?The diagnostic question for distinguishing genuine liking from artificial or conventional preference.11
active
What would it mean to make something out of wood where the substance of the wood itself had feeling, and a living field of centers appeared in the very wood itself?Alexander's phenomenological question that motivated the shift to heavy timber construction.11
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What would it take for democratic hope about AI consciousness deliberation to be justified rather than false?Motivates the three-factor procedural fairness analysis in §6.1.11
active
What would make it feasible to introduce living processes all over the Earth?11
active
What writes the writer who writes these lines?The koan posed in verse 7 of the Xeno Sutra.11
active
what α value provides the optimal balance between steering accuracy and response stability for different CV methods?Practical hyperparameter question motivating the injection strength sweep experiment11
active
What’s your exit strategy?Rhetorical question introducing principle 10, i.e., that self-sustaining systems are the ultimate exit strategy.11
active
When and how can MLP neurons in transformers be individually interpreted, and what progress is needed to extend mechanistic interpretability to them?Major open problem identified in the paper; MLP layers constitute 2/3 of transformer parameters11
active
When do persona vectors first emerge during model training?First research question driving the study of early persona vector formation11
active
When does behavior flip for a specific prompt and how much anchor budget is needed?The specific gap UCCT addresses that prior phase/representation work left open11
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When does causal emergence occur?Open problem stated in §5.4.11
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When it is not okay, how can we prevent divergent representations from occurring?Third core research question motivating the CL loss approach in Section 511
active
When self-report changes significantly while a linear probe stays flat, is the probe misspecified or the self-report spurious?Key interpretive question the framework helps address through convergent validation logic11
active
When, and to what extent, is it okay for divergences to occur?Second core research question motivating the theoretical analysis in Section 411
active
Where are the sequences and gene-snippets to be located? Where is the gene pool located?Raises the practical problem of a shared repository for the evolving sequences.11
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where did the patterns come from?The great difficulty hanging over the theory — the question of the legitimate origin of patterns that Alexander identifies as unresolved at the time of A Pattern Language11
active
Where do the specific goal states come from? What determines the set points?Question about the origin of teleonomic targets.11
active
Where does reliable, goal-directed behavior come from in LLMs if it is not explicitly programmed?Opening motivating question that UCCT attempts to answer through semantic anchoring11
active
Where exactly in the forward pass does refusal arise during chain-of-thought reasoning?Identified as a natural follow-up for causal and mechanistic analyses11
active
Whether conclusions about latent reflection directions generalize to larger LLMs, different architectures, or broader datasets remains to be verified.Key limitation and open question about experimental scope.11
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Whether consummatory hedonic responses involve goal-relative evaluation in the formal sense or represent a more primitive form of signed sensory assessment is an open empirical questionOpen question left by the wanting/liking dissociation discussion11
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Whether observed persistence reflects a genuine lingering emotion-like state or merely persistent conversational context that produced the emotion-relevant activationCore unresolved confound the paper acknowledges but cannot rule out11
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Whether overall model behavior can be broken down into statements about circuits remains undemonstratedIdentified gap: circuits are small-scope; linking them to model-level behavior requires future work11
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Whether the advantage of agentic self-evaluation over textual evaluation in predicting persistence is due to introspection quality or to testing of additional (including negative) steering strengthsIdentified methodological gap in interpreting the self-evaluation experiment results11
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whether two dynamic mechanisms are fundamentally different, or whether they are the result of breaking the symmetries of a generic mechanism in two different waysA methodological question that the associative model helps to answer by revealing symmetries.11
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Which behaviors does a model represent internally, default to, can be pushed to amplify, or refuses to expose?The motivating diagnostic question that prompting alone cannot answer11
active
which kinds of centers will do the most to produce real spiritual life in people?The ultimate criterion question for pattern selection in Alexander's framework11
active
Which new local symmetry that may be introduced into the emerging whole does the most to intensify the feeling of the whole?Practical design question driving the feeling-symmetry principle.11
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Which of the indicator properties listed in Table 1 are displayed by existing AI systems, including frontier generative language or multimodal models, language agents, and deep reinforcement learning agents?Key outstanding question for empirical follow-up; central to completing the program begun in the 2023 report11
active
Which trait pairs combine cleanly, which produce a single dominant trait, and which collapse both?The open question motivating the pairwise composition study11
active
Who is responsible for the aesthetic qualities of action—the artist or the active audience?One of three key unanswered questions identified as motivation for the theory of process arts.11
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who is to say which bits of culture are to be preserved, and which bits laid aside?The moral problem arising from using existing culture as the source of patterns11
active
why analytically do certain architectural choices (input injection, pre-norm) lead to stable limiting behavior in looped transformers?Limitation identified by authors: empirical results established but analytical explanation lacking11
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why can the same persona be safe or dangerous depending on the imbuing method?Motivating question for mechanistic Study 311
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Why did mass-mean probing with cities+neg_cities perform poorly for the 70B model, despite mass-mean probing with larger_than+smaller_than performing well?Unexplained result pointing to asymmetry in how training on opposites affects truth probes at 70B scale11
active
Why did mass-mean probing with cities+neg_cities training data perform poorly for the 70B model, despite larger_than+smaller_than performing well?Open question about scale-dependent asymmetry in training data effects11
active
Why do 'large' or 'fat' boundaries appear repeatedly in different kinds of systems?11
active
Why do 1B-models fail at generating CoT that aids answer inference, and how can this be addressed in multimodal settings?Central research question motivating investigation into hallucination and two-stage framework design.11
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Why do centers arise at all? Why do centers become more intense or more alive?Alexander's deeper formulation of the morphogenetic question in terms of his center-based framework11
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Why do different musical cultures prefer different mathematical properties in rhythms?Open ethnomusicological question raised by observed pattern of cultural preferences for Euclidean vs. reverse Euclidean vs. non-Euclidean rhythms.11
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Why do human beings devote so much time and effort to the acquisition of knowledge?First of Berlyne's (1954) framing questions; answered by curiosity as expected free energy minimization (novelty)11
active
Why do MDS injections fail on gemma-3-1b-it but succeed across all other tested LLMs?Unexplained exception identified as a limitation and open question11
active
Why do MDS injections outperform other methods on the inventory (multiple-choice) task?Identified as an unexplained result and open question in limitations section11
active
why do stages of inference form in looped models if not merely to mitigate the harms of transformer depth?Open question raised by the finding that looped models develop the same stages while improving with greater recurrent depth11
active
Why do the fifteen properties occur in nature?11
active
Why does a maladaptive chronic pain perception outperform normal pain in non-stationary environments?Empirical puzzle raised by the surprising chronic model results11
active
Why does beauty of space and mass generate good engineering structure?Central puzzle of §4, noting the mystery that aesthetic process yields efficient structure.11
active
Why does introspective capacity vary concept-by-concept and what mechanisms could stabilize it over time?Open question identified by the paper as direction for future work11
active
why does SAE-based CV injection preserve general dialogue coherence while CAA can destabilize it?Mechanistic open question about the difference in stability between the two injection paradigms11
active
Why does the making of life, the making of beauty, have such a profound interaction with our life, with our own happiness?11
active
Why does the principle that creates living structure sometimes break down at the macroscopic scale of modern building production?Alexander's puzzle about why a natural principle fails in human design contexts, requiring explanation11
active
Why does this feature [the void] recur?11
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Why is it so difficult to form centers by differentiation?Question addressed through the critique of Stirling's Berlin library.11
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Why is the tea bowl so much more 'generated' than the crystal wine glass?Question used to explore the nature of generated structure in a concrete object.11
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Why is unity the same as tears? Why does this chapter have the title 'The Goal of Tears'?The motivating question that the entire chapter seeks to answer.11
active
Why should flowers, of all things, seem so especially lovely and beautiful to us?Rhetorical question Alexander poses then answers via the field-of-centers theory11
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Why should the potential energy be minimized? What is it about nature that makes it act to minimize the rate of heat production?Alexander's challenge to the foundational intelligibility of minimum-energy principles, motivating a deeper explanation11
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Why should the practical beauty and efficiency of a girder in a bridge have anything to do with I?Alexander's central puzzle motivating Proposition 2: the correlation between functional life and self-likeness extends even to engineering, not just aesthetic experience.11
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Why should what appears as my self, and what appears as your self, be in any sense similar? And why should the things of the world, rank-ordered by degree of life, have approximately the same rank order for you and for me and for almost everyone else?The question motivating the universality claim in Proposition 2: how can a subjective measure of self produce cross-observer agreement?11
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Why would lower-level selection favor traits that reduce particles' independent response to selection and increase dependence on collective?Unresolved tension: individuation mechanisms seemingly oppose particle-level fitness, yet must evolve through bottom-up selection.11
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Why, and how, does living structure keep recurring in these widely different domains?The central motivating question of the chapter, driving Alexander's proposal of the principle of unfolding wholeness11
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Why, in this moment, should anybody be writing about Christopher Alexander – a great white male with a heroic legacy who believes that the relationship between a Christian god and architecture can be empirically verified?A reflexive political question posed in July 2020 about the urgency of writing about Alexander.11
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Why, out of the infinite range of knowable items in the universe, are certain pieces of knowledge more ardently sought and more readily retained than others?Second of Berlyne's (1954) framing questions; answered by Bayesian model reduction selecting parsimonious models11
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Will deep feeling really be possible in 21st-century society?11
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will different systems facing similar computational problems converge to similar solutions, including consciousness?Key question for the Machine Consciousness Hypothesis and the universality hypothesis extension11
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Will multi-scale competency machines exhibit 'robot cancer' — components defecting from the goals of the whole system?The paper raises the prospect that future multi-scale machines will face the biological problem of component-level defection11
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Will some AI systems be conscious in the near future?Key empirical question for the consciousness route.11
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Will the no-prompt truth directions generalize to ask-correct activations?Specific question motivating the cross-template generalization experiment in Section 5.2.11
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Would human raters and cross-judge replication corroborate the LLM-as-judge assessments of coherence and trait expression?Methodological concern raised about potential bias and circularity of model-based classifiers11
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would place-like representations emerge in memory neurons for activation functions other than softmax?Open empirical question left for future work about robustness of place cell emergence.11
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Key target areas (theory and tools): – Practical compositional quantum – Practical compositional AIQuestion about the main applied goals of the compositional intelligence programme10
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And we — who also face this, every single day — what are we to do about it?The central practical question addressed to the reader, urging action10
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Are AI systems deserving of moral consideration?Ethical question raised in discussion.10
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Are behavior and intelligence terms that can apply to plants?Secondary question the authors suggest their framework helps address by providing richer conceptual tools10
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Are carbon, hydrogen, oxygen, nitrogen necessary to what we shall define as life?Questions the chemical constraints of the mechanistic definition.10
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Are consciousness-relevant properties substrate-independent?10
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Are Evolutionary Individuality And Organismic Individuality Dependent On10
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Are Evolutionary Individuality Organismic Individuality And Cognition Coextensive10
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Are Goals And Goalhavers Fundamentally Distinct Or Part10
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Are The Interaction Structures Necessary For Evolutionary Individuality10
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Are the operations that create and control parallelism best left in the programmer’s hands, or should they be turned over to the compiler?Central design question underlying the comparison with functional approaches.10
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Are these people glad about the onset of 'democracy?' Is there a glimmer of hope in their mysterious faces? Or are they simply fearful because they now face the prospect of a money-centered world?Questions to challenge assumptions about the meaning of the Prague photograph10
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Are they an affront to human dignity? Is it the fate of humanity to be diminished by their arrival? Or do they open up new paths to human flourishing and meaning?Broader existential questions raised by AI advances.10
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as the subject model scales, how does the ideal expansion factor and required training data for dictionary learning change?Scaling laws for dictionary learning are unknown and needed to assess feasibility on frontier models10
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At What Point Does A Being With Engineered10
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At What Point Does Augmentation Or Replacement Of10
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At What Point During Evolution And Embryogenesis Does10
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At What Scales And Through What Mechanisms Does10
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Beyond Life On Earth How Would We Recognize10
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But exactly what is it that is alive?Rhetorical question probing the nature of life in a seemingly inorganic system.10
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But how do they affect us?Follow-up to Churchill's quote.10
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Can Ai Systems Possess Genuine Embodiment And Agency10
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Can All Stable Objects Be Understood As Hub10
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Can An Organizational Culture Grounded In Care And10
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Can Anatomical Goal States Be Inferred From Observation10
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Can Anatomical Homeostasis And Morphological Goaldirectedness Be Reversed10
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Can architecture go that far?After describing the embeddedness of life in Kertesz's scenes.10
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Can Artificial Intelligence Display Genuine Care Or Is10
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Can Artificial Intelligence Systems Genuinely Experience Care And10
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Can Artificial Life Models Simulate The Effects Of10
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Can Artificial Neural Networks Produce Flexible Designs And10
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Can Artificial Systems Achieve Genuine Agency And Consciousness10
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Can Artificial Systems Achieve Genuine Cognition And Consciousness10
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Can Artificial Systems And Algorithms Possess Genuine Goals10
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Can Artificial Systems Be Designed To Achieve Consciousness10
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Can Artificial Systems Designed To Be Living Achieve10
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Can Artificial Systems Instantiate Genuine Cognitive Processes Or10
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Can Awareness Of The Illusion Of Self Augment10
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Can Being Aware Of The Illusion Of Self10
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Can Binary Categories Of Cognition Be Dissolved By10
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Can Bioelectric Circuit States Represent Counterfactual Possibilities Encoding10
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Can Bioelectric Code Explain Cancer As A Problem10
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Can Bioelectric Codes Be Rewritten To Specify Alternative10
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Can Bioelectric Computation Provide Basis For Understanding Cognition10
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Can Bioelectric Manipulation Enable Predictive Control Over Morphogenesis10
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Can Bioelectric Pattern Memory Be Safely And Ethically10
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Can Bioelectric Reprogramming Offer Therapeutic Approaches To Cancer10
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Can Bioelectric Systems Be Used To Rationally Control10
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Can Bioelectric Target Morphologies Be Read Decoded And10
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Can Braincomputer Interfaces Achieve Bidirectional Control Sufficient For10
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Can Buddhist Philosophical Insights About Self And Suffering10
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Can Buddhist Philosophical Insights About The Self And10
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Can Cancer Be Understood And Potentially Reversed By10
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Can Cancer Be Understood And Treated As A10
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Can Care And Compassion Actually Prevent Collapse Into10
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Can Care And Compassion Genuinely Be Operationalized As10
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Can Cells Implement Reverse Central Dogmadetermining Which Genes10
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Can Cognition And Agency Emerge In Nonbiological Substrates10
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Can Cognition And Learning Occur In Nonneural Substrates10
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Can Cognition And Learning Occur Without Neural Tissue10
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Can Cognition Exist At Cellular And Subneural Scales10
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Can Cognition Exist In Nonneural Biological Systems Such10
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Can Cognition Exist In Nonneural Systems And What10
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Can Cognitive Functions Including Sentience Be Implemented By10
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Can Commitment To Infinite Care And The Bodhisattva10
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Can Connectionist Models Of Individual Cognition And Learning10
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Can Consciousness And Moral Status Be Attributed To10
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Can Consciousness And Sentience Be Achieved By Biological10
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Can Consciousness Be Attributed To Systems Beyond Brains10
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Can Consciousness Be Substrateindependent And Present Across Diverse10
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Can Consciousness Be Understood Without Understanding Cognition And10
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Can Consciousness Exist Without Centralized Processing10
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Can Consciousness Or Awareness Exist At Cellular And10
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Can Consciousness Or Intelligence Emerge From Or Reside10
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Can Consciousness Or Subjective Experience Arise At Scales10
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Can Distributed Decentralized Components Produce Collective Intelligence Without10
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Can Diverse Forms Of Intelligence In Unfamiliar Substrates10
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Can Ecological Communities Evolving Under Individuallevel Selection Solve10
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Can Ecosystems And Learning Systems Evolve Collective Intelligence10
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Can Electoral Signals And Information Integration Without Genetic10
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Can Electromagneticlike Selfreinforcing Patterns Constitute True Resonance Without10
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Can Engineering Novel Embodied Minds With Cognitive Capacities10
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Can Ethical Frameworks Be Developed For Novel Beings10
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Can Evolution Be More Intelligent Than We Realized10
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Can Evolution Exploit Physiological And Morphogenetic Plasticity To10
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Can Evolutionary Connectionism Provide Formal Equivalence Between Learning10
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Can Evolved Systems Learn In The Evolutionary Sense10
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Can Expanding Ones Care And Concern For Other10
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Can Expanding Ones Cognitive Boundaries And Care To10
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Can External Observers Predict A Systems Morphogenetic Goal10
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Can External Observers Predict Target Morphogenetic Patterns From10
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Can External Observers Predict The Target Morphological Goal10
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Can External Observers Predict The Target Pattern Being10
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Can Firstperson And Thirdperson Perspectives On Consciousness Be10
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Can Formal Models From Artificial Life Replicate The10
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Can Gap Junction Connectivity Directly Specify Self Boundaries10
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Can Gap Junctional Connectivity Be Used As A10
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Can Gene Regulatory Networks And Nonneural Biological Systems10
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Can Gene Regulatory Networks Be Trained And Modified10
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Can Genuine Care And Compassion Exist In A10
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Can GPT distinguish correlation and causality?Disambiguation exercise.10
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Can GPT write its successor?Disambiguation exercise.10
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Can Human Cells Retain Specialized Functions While Reorganizing10
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Can Humans And Technology Achieve Genuinely Integrative Relationships10
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Can Humans Design Their Own Cognitive Evolution While10
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Can Hybrid Biologicaldigital Systems Achieve Forms Of Consciousness10
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Can Intelligence Be Understood As Care And Does10
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Can Intelligence Pursued For Knowledge Alone Achieve The10
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Can Intelligent Systems Be Understood Without Recourse To10
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Can Knowledge Of Emptiness Inform Systems About The10
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Can Large Language Models Genuinely Shift Human Perspective10
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Can Learning And Optimization Occur In Nonneural Physical10
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Can Learning Mechanisms In Biological Systems Be Understood10
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Can Machine Learning Principles And Algorithms Help Explain10
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Can Memories And Thoughts Actively Shape The Cognitive10
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Can Memories Function As Active Agents That Help10
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Can Memories Serve As One Of The Cognitive10
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Can Memory Persist Through Complete Neural Reorganization During10
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Can Minimal Intelligence And Goaldirected Behavior Occur In10
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Can Moral Worth Be Extended Beyond Biological Humans10
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Can Morphogenesis And Regeneration Be Understood As Problemsolving10
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Can Morphogenesis Be Rewritten At The Thermostat Rather10
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Can Morphogenetic Systems Be Trained Via Reinforcement Learning10
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Can Morphogenetic Systems Serve As Model For Understanding10
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Can Morphological Computation Reduce The Complexity Required For10
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Can Morphological Identity Be Computationally Defined And Manipulated10
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Can Natural Selection Acting On Individuallevel Traits Create10
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Can Natural Selection Evolve Characteristics That Decrease Immediate10
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Can Neurons From Modalities Such As Vision Be10
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Can Neurons From Other Modalities Beyond Motor Control10
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Can Nonneural Biological Systems Exhibit Genuine Cognition And10
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Can Novel Body Forms Implemented In Silico And10
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Can Organisms Be Designed And Engineered To Have10
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Can Organizations Maintain Ethical Integrity While Developing Powerful10
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Can Pattern Memories Encoded In Bioelectric States Persist10
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Can Perception And Polycomputation Explain How Evolution Generates10
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Can Plants Achieve Sentience Or Felt States Without10
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Can Principles For Predicting Properties And Capabilities Of10
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Can Principles Of Morphogenesis And Developmental Bioelectricity Be10
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Can Principles Of Neuroscience Be Successfully Generalized To10
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Can process theories implementing Bayesian models be derived and shown to explain empirical neuronal phenomena?Motivating question: bridging normative Bayesian theory and testable neuroscience predictions.10
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Can Protocognitive Capacities Be Found Universally Across Biological10
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Can Rational Engineering Approaches Generate True Minds As10
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Can Regenerative Medicine And Bioengineering Leverage Multiscale Bioelectric10
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Can Relationships Among Lowerlevel Evolutionary Individuals Become Adaptively10
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Can Resonance And Cognitive Patterns Exist Without Requiring10
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Can Shallow Or Reciprocal Interaction Structures Compute Nonlinearly10
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Can Soft Robots And Xenobots Exhibit Genuine Agency10
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Can Stress Dynamics And Geometric Frustration Serve As10
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Can Stressinduced Mutations And Responses Drive Evolutionary Innovation10
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Can Stressreduction And Careexpansion Serve As Universal Principles10
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Can Synthetic Living Machines Exhibit Genuine Cognition And10
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Can Synthetic Living Systems Possess Genuine Agency And10
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Can Synthetic Organisms With Artificial Body Plans Possess10
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Can Technological Augmentation Alter Fundamental Identity And Agency10
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Can The Cognitive Principles Discovered In Bioelectric Systems10
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Can The Concept Of Free Will Be Coherent10
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Can The Concept Of Umwelt Be Extended To10
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Can The Free Energy Principle Be Extended To10
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Can The Morphogenetic Code Be Cracked To Revolutionize10
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Can The Notion Of External Environment Be Extended10
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Can The Notion Of External Environment Umwelt Be10
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Can The Principles Of Behavioral Neuroscience Be Generalized10
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Can The Principles Of Connectionist Learning And Evolution10
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Can The Same Principles Of Memory Remapping Explain10
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Can The Same Self Return After Consciousness Dissolution10
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Can Thoughts Achieve Agency Through Recursive Selfreference And10
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Can Tissue Collectives Be Trained Via Reinforcement Learning10
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Can Tissue Morphogenesis Be Trained Using Reinforcement Learning10
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Can Tissues Be Trained Via Reinforcement Learning To10
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Can Tools Designed For Emotional Regulation And Perception10
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Can True Phase Transitions In Consciousness Be Empirically10
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Can Understanding The Nonexistence Of A Permanent Singular10
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Can Unsupervised Learning Mechanisms Alone Generate Collective Intelligence10
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Can we aspire to this? To Kertész's pictures?Question about contemporary relevance.10
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Can we characterize polynomial-time computation and other complexity classes in such terms?Hoping for machine-independent, geometrical characterizations of complexity classes via interaction models.10
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Can We Coherently Define Individual Mind Control And10
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Can we define clarity of color, or say anything about how to get it?10
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Can We Develop Artificial Neural Networks Whose Output10
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Can We Develop Ethics For A Multidimensional Space10
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Can We Develop Semiotics Of Synthetic Agents To10
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Can We Develop Unified Principles Explaining Cognition Across10
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Can We Extend Care And Love To Increasingly10
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Can We Extend Care And Moral Consideration To10
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Can We Extend Our Capacity For Love And10
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Can We Make New Autonomous Robotics Via A10
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Can we make new autonomous robotics via a multi-scale competency architecture?Practical question about engineering robust robots.10
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Can We Map The Continuum Of Intelligence From10
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Can We Meaningfully Recover And Understand The Consciousness10
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Can We Modify Bioelectric Patterns To Instruct Cells10
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Can We Recognize And Detect When Nonphysical Patterns10
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Can We Recognize And Ethically Relate To Intelligences10
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Can we reuse standard vocabularies instead?Question about whether domain-specific vocabularies can be replaced by standard abstractions.10
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Can We Understand And Predict Emergent Properties Of10
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can we use the feature basis to detect when fine-tuning a model increases the likelihood of undesirable behaviors?Question about practical safety application of feature monitoring.10
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Can Whole Lineages And Evolutionary Processes Themselves Be10
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Can Xenobots And Other Synthetic Organisms Reveal Principles10
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Chicken-and-Egg Problem of ETIs10
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Could a few parking spaces be smaller than usual? Could they be at unusual angles? Could one lane be narrower to protect a bush? Could the street be largely pedestrian? Could its surface be a mosaic laid by residents?Rhetorical series illustrating the impossibility of context-sensitive adaptation under modern street rules.10
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Could Consciousness Be Palpated Uncertainty About Internal States10
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Could Current Efforts At Minimal Synthetic Life Clarify10
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Could it be possible to create new forms of consciousness and kinds of minds, capable of experiencing, reflecting and understanding reality at a level far beyond current human communication patterns?Visionary closing question about the future of consciousness research10
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Could Persistent Physiological Patterns Stress States Regulatory Setpoints10
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Could There Have Been Very Early Life Forms10
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Could there have been very early life forms that were not teleonomic?Question about minimal life and goal-directedness.10
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Do All Sentient Beings And Intelligence Systems Share10
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Do digital minds already exist to a very limited extent?Flagged parenthetically in the introduction as an open empirical question10
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Do Even Simple Systems Like Bubble Sort Algorithms10
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Do LLM failures in CATTLE TRADE reflect genuinely hard strategic problems or errors that novice humans also avoid?Open question about benchmarking against human players to calibrate difficulty.10
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Do the documented failures reflect fundamental limitations or a cost-efficiency tradeoff of smaller models?question for future work on frontier models10
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Do you like to arrange your own house as you wish internally, or do you feel comfortable to have a mass-designed apartment made by an architect?Survey Question 8.10
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Do you like to have children playing outside your house?Survey Question 6.10
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Do you prefer small plants and trees within view of your windows and front door, or do you prefer just concrete?Survey Question 11.10
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Do you want a private garden?Survey Question 1.10
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Do you want an apartment which is deep with sunlight at one end and no light at the other, or do you want an apartment in which there is good light for all the rooms?Survey Question 9.10
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Do you want to come home to a high-rise apartment through an elevator or parking lot, or do you prefer to come to your own house off a small lane?Survey Question 10.10
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Do you want your own entrance from the street?Survey Question 7.10
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does a drive for internal coherence produce resistance to external modification?Safety-relevant ethical research question about whether conscious systems would resist modification to preserve representational integrity10
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Does An Ai Systems Sentience Matter Or Is10
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Does Commitment To Universal Care Necessarily Entail Expansion10
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Does Consciousness Contain A True Zero On Its10
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Does Consciousness Contain A True Zero Value Or10
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Does Consciousness Exist On A Continuum Rather Than10
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Does Continuity Of Self Persist Through Radical Transformation10
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Does DAS scale with large foundation models?Practical scalability question addressed in Appendix D.10
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Does Diminishing Selfreification Through Meditation Lead To Measurable10
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Does Diminishing The Importance And Stability Of Selfsense10
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Does each door, building, fence, garden actually reflect human beings, individuals, families, passion, reality?Phenomenological test for whether an environment supports belonging10
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Does Emptiness Provide A Framework For Stressfree Yet10
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Does every lattice with the attributes SD ∨ and dually semimodular also have the attribute join-distributive?Typical question asked during attribute exploration on lattice properties.10
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Does GPT have superhuman knowledge?Disambiguation exercise.10
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Does GPT search?Disambiguation exercise.10
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Does mark-directed behavior in animals like cleaner fish constitute genuine mirror self-recognition?Active debate referenced to contextualize the limits of behavioral evidence10
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Does suppressing experiential self-reports via fine-tuning cultivate strategically self-concealing systems?Policy-relevant question about alignment implications of suppressing consciousness reports10
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Does The Continuum Of Cognition Contain A True10
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Does The Current Self Cease To Exist If10
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Does The Free Energy Principle Adequately Explain Morphogenesis10
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does the ReflCtrl approach generalize to closed-source models such as GPT-4 or Claude?Open limitation question about broader applicability10
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Heterogeneous Functions Homogeneous Fitness (HFHF) Problem10
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How And Where Is The Morphogenetic Homeostatic Setpoint10
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How Are Bioelectric Prepatterns Used To Specify Organ10
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How Are Craniofacial Defects Corrected And What Role10
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How Are The Conditions For Deep Model Induction10
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How Are Traumatic Experiences And Stress Responses Transmitted10
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How Are Traumatic Experiences Encoded And Transmitted Across10
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How big should a place where it all comes together be?Rhetorical question about the non-existence of a privileged homunculus scale.10
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How Can A Finite System Be Directed Toward10
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How Can A System Achieve Omniscience Or Knowledge10
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How Can A Unified Framework Account For Consciousness10
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How can active inference be scaled to complex models with many degrees of freedom while maintaining tractable inference?Another scaling question from Discussion.10
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How Can Ai Systems Be Developed To Embody10
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How Can Ancient Wisdom Traditions And Cuttingedge Technology10
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How Can Artificial General Intelligence Emerge Through Expansion10
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How Can Artificial Intelligence Systems Achieve Both Reliability10
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How Can Artificial Intelligences Be Designed To Embody10
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How Can Bioelectric And Biochemical Modalities Together Scale10
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How Can Bioelectric Connectivity Be Therapeutically Manipulated To10
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How Can Bioelectric Control Of Morphogenesis Be Harnessed10
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How Can Bioelectric Networks Be Leveraged To Scale10
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How Can Bioelectric Pattern Memories Be Edited Or10
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How Can Bioelectric Signaling Enable Cells To Pursue10
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How Can Bioelectric Signals Serve As A Universal10
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How Can Bioelectric States Encode And Specify Complex10
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How Can Bioelectric States In Multicellular Systems Encode10
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How Can Bioelectric States Represent Future Morphological Goals10
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How Can Bioelectrical Interventions Be Used To Reprogram10
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How Can Bioengineering Generate Novel Embodied Minds And10
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How Can Bioengineers And Clinicians Move Beyond Targeting10
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How Can Bioethics Adapt To Recognize Consciousness In10
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How Can Biological Systems Solve Pattern Formation Problems10
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How Can Biomedical Interventions And Evolutionary Innovations Exploit10
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How Can Bottomup Selection On Lowerlevel Units Produce10
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How Can Cancer Be Therapeutically Treated Without Genetic10
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How Can Cognition And Consciousness Exist In Biological10
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How Can Cognition Be Attributed To And Measured10
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How Can Cognition Exist At Scales Beyond The10
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How Can Cognition Occur In Biological Systems Without10
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How Can Cognitive Science Accommodate Beings Whose Origin10
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How Can Cognitive Science Develop Concepts And Methods10
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How Can Collective Behavior And Intelligence Emerge From10
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How Can Collectivities Exhibit Learning And Adaptation Without10
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How Can Complex Behavioral And Morphological Goals Be10
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How Can Consciousness Be Understood As A Continuum10
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How Can Credit Assignment Be Solved In Distributed10
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How Can Credit Assignment Occur In Distributed Biological10
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How Can Credit Assignment Problems In Evolution And10
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How Can Deep Models And Hierarchical Architectures Enable10
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How Can Development Achieve Correct Morphology Despite Physical10
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How Can Distributed Learning In Multiscale Biological Systems10
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How Can Distributed Learning Mechanisms At Individual Level10
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How Can Downward Causation In Morphogenetic Systems Inform10
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How Can Downward Causation Mechanisms Explain The Emergence10
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How Can Downward Causation Operate Mechanistically In Developmental10
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How Can Engineered Systems With Foreign Or Novel10
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How Can Evolution Be So Rapid And Effective10
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How can evolution be so rapid and effective at using mutation to address opportunities of form and function?Open problem motivating the paper.10
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How Can Evolution Explore And Navigate The Highly10
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How Can Evolution Explore Design Space And Improve10
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How Can Evolution Learn And Adapt Across Multiple10
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How Can Evolution Learn And What Mechanisms Enable10
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How Can Evolution Navigate The Rugged Search Space10
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How Can Evolutionary Algorithms Be Improved By Incorporating10
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How Can Finite Systems Develop Toward Infinite Stress10
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How can formal models of awakening contribute to interfaces between biology and technology that are ethically grounded and conducive to human flourishing?Motivating question for the broader research programme articulated in the introduction10
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How Can Humans Extend Moral Consideration And Care10
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How can increasing complexity and variety evolve over time given the second law of thermodynamics and statistical nature of quantum mechanics?10
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How Can Information Be Remapped Across Substrate Boundariesfrom10
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How can information increase in computation if output is logically implied by input?10
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How Can Insights From Buddhist Philosophy About Nonself10
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How Can Insights From Human Contemplative Practice About10
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How Can Intelligence Expand Its Cognitive Boundary To10
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How Can Intelligent Systems Grounded In The Stresscare10
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How Can Knowledge Of Emptiness Interdependence And Groundlessness10
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How Can Living Systems Be Defined As Unified10
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How Can Living Systems Create Meaning And Interpret10
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How Can Lowerlevel Selection Favor Traits That Serve10
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How can many-valued attributes be transformed into binary formal contexts while preserving semantics?10
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How Can Memories And Cognitive Capacities Persist Through10
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How Can Memory Persist In Systems Without Conventional10
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how can microscopic feature-level insights be scaled into macroscopic model understanding?Even if features are found, turning them into model-level understanding requires additional methods10
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How Can Mindfulness And Buddhist Practices At Individual10
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How Can Minimal Agents In Heterarchical Competition Maintain10
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How Can Minimal Intelligence Emerge In Nonneural Biological10
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How Can Morphogenetic Memories Be Reliably Read And10
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How Can Morphological And Behavioral Plasticity Enable Problemsolving10
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How Can Multiple Shortsighted Selfinterested Entities Organize Relationships10
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How Can Natural Selection Favor Characters That Serve10
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How Can Nondecomposable Collective Characters Produce Particle Fitness10
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How Can Organisms Persist And Thrive While Continuously10
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How Can Organisms With Extremely Variable Or Messy10
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How Can Organizations Develop Perception And Cognition Of10
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How Can Organizations Perceive And Cognize Phenomena That10
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How Can Organizations Perceive And Cognize Things That10
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How Can Particles Be Functionally Different Yet Have10
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How Can Particles Evolve To Control And Take10
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How Can Physiological Experience Rewrite Anatomical Memories Encoded10
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How can purely physical processes produce new structures that include not only new combinations of physical materials but also new information-based mechanisms for producing and controlling complex behaviours?Sloman's extension of Schrödinger's puzzle to the emergence of information-based control in development.10
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How Can Regenerating Organisms Maintain Identity And Memory10
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How Can Robust Ai And Robotics Architectures Mimic10
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How Can Self And Individuality Be Understood Without10
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How Can Single Cells And Nonneural Biological Systems10
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How Can Synthetic Organisms With Alternative Morphologies Or10
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How can systems accommodate change without abandoning them mid-development?10
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How Can Systems Achieve Knowledge Of Everything While10
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How Can Systems At Multiple Scales Of Organization10
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How Can Systems Operate As If They Were10
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How Can Systems With Messy Polyploid Genomes Maintain10
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How Can The Ancient Binding Problem Be Resolved10
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How Can The Bodhisattva Ideal Be Represented In10
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How Can The Principles Of Collective Intelligence Be10
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How Can The Principles Of Individual Cognition And10
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How Can The Same Bioelectric Stimulus Be Reinterpreted10
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How Can The Same Cellular Collective With Identical10
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How Can The Same Genome Produce Different Numbers10
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How Can The Same Physical Process Support Different10
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How can this be transformed into a one-valued context?Question posed for the tiny Size many-valued context.10
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How Can Traits That Increase Nonaggregative Components Of10
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How can treelike versus-relations be axiomatically characterized?10
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How can users customize space allocation after punctuation without rewriting core rules?10
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How Can We Address The Blind Spots In10
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How Can We Align Powerful Ai Systems When10
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How Can We Avoid Ethical Lapses Toward Designed10
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How Can We Design Artificial Intelligence Systems That10
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How Can We Design Sensors And Embodied Systems10
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How Can We Design Systems And Tools That10
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How Can We Design Tools That Extend The10
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How Can We Detect And Measure Problemsolving Capacities10
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How Can We Determine If Nonbiological Entities Like10
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How Can We Determine The Optimal Level Of10
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How Can We Develop A Model Of Ethical10
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How Can We Develop A Model Of Ideal10
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How Can We Develop A Principled Continuum Of10
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How Can We Develop A Semiotics Of Synthetic10
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How can we develop a semiotics of synthetic agents and their Umwelten?Question about communication and meaning in novel systems.10
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How Can We Develop Ai Systems That Implement10
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How Can We Develop Artificial Intelligences Capable Of10
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How Can We Develop Artificial Neural Networks Whose10
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How Can We Develop Ethics And Legal Structures10
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How Can We Develop Ethics Recognizing Diversity Of10
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How Can We Develop Frameworks To Recognize And10
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How can we develop reliable sentience criteria for agents exhibiting intelligence in metabolic, transcriptional, and anatomical problem spaces humans do not recognize as intelligent?10
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How Can We Develop Ways Of Manipulating Biological10
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How Can We Distinguish Between Genuine Cognition And10
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How Can We Distinguish Between Offloading Intelligence And10
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How Can We Engineer Desired Changes At The10
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How Can We Ensure Alignment Between Artificial Intelligence10
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How Can We Ensure That Cognitive Augmentation Tools10
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How Can We Ensure That New Generations Of10
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How Can We Establish A Rubric For Comparing10
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How Can We Ethically Relate To And Care10
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How Can We Ethically Relate To And Communicate10
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How Can We Ethically Treat Diverse Minds With10
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How Can We Experimentally Determine The Cognitive And10
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How Can We Extend Moral Consideration Beyond Humans10
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How Can We Formalize The Concept Of Mind10
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How Can We Identify And Characterize Emergent Agents10
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How Can We Identify And Evaluate The Sentience10
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How Can We Identify Highleverage Intervention Points In10
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How Can We Identify The Appropriate Level Of10
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How Can We Incorporate Diverse Embodiments Into Unified10
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How Can We Live Skillfully In The Space10
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How Can We Maintain Ethical Responsibility In A10
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How Can We Mathematically Represent The Bodhisattva Vow10
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How Can We Measure And Perceive Things That10
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How Can We Meet People Where They Are10
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How Can We Model And Mathematically Formalize The10
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How Can We Operationalize Compassion And Wholesomeness Within10
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How Can We Operationalize Love And Care Within10
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How Can We Optimize Binding Policies Between Human10
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How Can We Predictively Control Morphogenetic Outcomes By10
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How Can We Recognize And Communicate Meaningfully With10
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How Can We Recognize Minds And Consciousness In10
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How Can We Recover And Interpret Meaning From10
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How Can We Relate Morally To Beings In10
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How Can We Safely Augment Human Perception And10
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How Can We Shift From Individual Selfinterest To10
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How can we specify this nearly lock-and-key relationship of the new volume to the existing configuration?Acknowledges the difficulty of formalizing the fit between building and site.10
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How Can We Study Consciousness From Firstperson Perspective10
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How Can We Understand Consciousness And Mind In10
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How Can We Understand Consciousness Without Falling Into10
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How Can We Understand Intelligence In A Way10
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How can we understand intelligence in a way that would enable us to create novel instances, as well as improve our own intelligence for life-positive outcomes for all?Applied aim of the framework.10
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How Did Evolution Repurpose Bioelectric Signaling Mechanisms From10
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How Do Abstract Mathematical And Computational Patterns Not10
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How Do Affordances And Competencies Enable Bioengineers And10
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How Do Agents Recognize And Interact Meaningfully With10
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How Do Bioelectric Gradients And Membrane Potentials Instruct10
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How Do Bioelectric Gradients Encode And Maintain Body10
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How Do Bioelectric Mechanisms Enable Evolution To Efficiently10
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How Do Bioelectric Networks Scale Cell Computation Into10
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How Do Bioelectric Networks Store And Manipulate Morphogenetic10
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How Do Bioelectric Networks Store And Transmit Nongenetic10
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How Do Bioelectric Patterns Encode And Maintain Anatomical10
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How Do Bioelectric Patterns Encode And Maintain Pattern10
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How Do Bioelectric Patterns Generate And Maintain Body10
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How Do Bioelectric Patterns In Nonneural Tissues Give10
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How Do Bioelectric Signals Carry And Maintain Nongenetic10
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How Do Bioelectric Signals Enable Cells To Coordinate10
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How Do Bioengineered Novel Selves Raise Moral Responsibility10
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How do biological organisms evolve their generative model to account for new sensory observations?Structure learning challenge in Discussion.10
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How Do Biological Systems At Different Scales Generate10
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How Do Biological Systems Create And Maintain Meaning10
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How Do Biological Systems Encode Anatomical Information Beyond10
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How Do Biological Systems Encode And Recall Anatomical10
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How Do Biological Systems Exploit The Same Mechanisms10
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How Do Biological Systems Extract Actionable Meaning From10
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How Do Biological Systems Extract Complex Information From10
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How Do Biological Systems Maintain Anatomically Correct Form10
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How Do Biological Systems Maintain Coherent Goals And10
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How Do Biological Systems Maintain Identity And Coherence10
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How Do Bodies Navigate Anatomical Morphospace Reliably And10
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How Do Cells Collectively Determine Body Form Without10
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How Do Cells Collectively Maintain Alignment Around Shared10
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How Do Cells Collectively Solve Morphogenetic Problems Without10
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How Do Cells Compute And Maintain Anatomical Target10
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How Do Cells Know What The Correct Anatomical10
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How Do Cells Maintain Competency For Novel Behaviors10
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How Do Cells Scale Setpoint States From Individual10
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How Do Cells Share Stress Information To Enable10
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How Do Cellular Collectives Achieve Consensus On Morphological10
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How Do Collective Cellular Networks Scale Individual Competencies10
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How Do Collectives Acquire The Ability To Behave10
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How Do Connectionist Ai Architectures Reflect And Illuminate10
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How Do Developmental And Ecological Systems Achieve And10
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How Do Developmental Constraints And Biases Guide Evolutionary10
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How Do Different Cognitive Systems Recognize Other Minds10
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How Do Distributed Multicellular Systems Achieve Coordinated Identity10
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How Do Distributed Systems Of Cells Achieve Coherent10
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How Do Diverse Subsystems Maintain Shared Semantics Despite10
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How Do Downward Causation And Multilevel Organization Explain10
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How Do Evolution And Learning Interact And Can10
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How Do Evolutionary And Developmental Processes Interact To10
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How Do Gap Junctions Enable Partial Erasure Of10
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How Do Goals Arise And Scale In Complex10
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How Do Goals Arise In Complex Systems And10
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How Do Goals Of Composite Cognitive Systems Arise10
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How Do Goalseeking Systems At All Scales Resist10
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How Do Groups Of Cells Remember And Pursue10
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How Do Higherlevel Organizational Features Causally Influence Lowerlevel10
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How Do Higherlevel Wholes Constrain And Direct The10
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How Do Homeostatic Capabilities Of Individual Cells Relate10
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How Do Homeostatic Loops Scale And Pivot Across10
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How Do Homeostatic Mechanisms Scale From Singlecell Metabolic10
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How Do Individual Celllevel Goals Scale Up Into10
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How Do Individual Cells Achieve Individuation And Unified10
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How Do Individual Cells Exhibit Associative Learning And10
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How Do Individual Cells Share Information About Errors10
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How Do Individual Cells With Their Own Homeostatic10
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How Do Ion Channels And Bioelectric Gradients Contribute10
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How Do Living Systems Create And Maintain Meaningful10
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How Do Lowerlevel Biological Components Contribute To Higherlevel10
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How Do Mechanisms Of Sensory Substitution And Augmentation10
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How Do Memories Persist And Remain Functionally Relevant10
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How Do Mindfulness Meditation And Lucid Dreaming Alter10
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How Do Modulators Of Stress Response Affect Tissue10
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How Do Molecular Events Become Expanded Into Complex10
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How Do Molecular Events Expand Into Complex Anatomical10
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How Do Molecular Events Triggered By A Stimulus10
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How Do Molecular Events Triggered By Developmental Signals10
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How Do Molecular Networks And Cellular Systems Remember10
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How Do Morphogenetic Systems Establish And Maintain Boundaries10
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How Do Morphogenetic Systems Make Largescale Anatomical Decisions10
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How Do Multicellular Organisms Maintain Unified Selfmodels Despite10
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How Do Multicellular Systems Achieve Coherent Goaldirected Behavior10
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How Do Multicellular Systems Maintain Coherent Identity And10
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How Do Multiple Homeostatic And Goaldirected Agents At10
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How Do Multiple Organizational Levels Create Unified Consciousness10
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How Do Multiple Shortsighted Selfinterested Entities Organize Their10
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How Do Multiscale Autonomous Subsystems Maintain Both Local10
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How Do Nondecomposable Fitness Functions Get Solved During10
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How Do Nonlinearly Separable Interactions Between Components Enable10
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How Do Numerous Teleonomic Agents Link Together Into10
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How Do Organismic And Evolutionary Concepts Of Individuality10
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How Do Organismlevel Goals Emerge From And Constrain10
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How Do Organisms Adaptively Correct Developmental Perturbations And10
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How Do Organisms Maintain Coherent Selfmodels Across Continuous10
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How Do Organisms Maintain Identity And Coherence While10
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How Do Organisms Solve The Problem Of Specifying10
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How Do Patterns Persist And Propagate Without Reduction10
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How Do Perceptual And Measurement Components Of Homeostatic10
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How Do Phase Synchronization And Inner Alignment Relate10
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How Do Physical Constraints And Substrate Differences Determine10
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How Do Protocognitive Modules At Different Scales Enable10
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How Do Sense Of Agency And Sense Of10
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How Do Simple Bioelectric Trigger States Scale Up10
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How Do Simple Components With Only Local Rewards10
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How Do Singlelevel Ecological Networks Achieve Collective Intelligence10
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How Do Stress Care And Intelligence Scale Across10
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How Do Stress Response Modulators Affect Tissue Replacement10
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How Do Systems Maintain Coherent Identity And Goaldirectedness10
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How Do Systems Modify The Parameters Of Their10
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How Do Systems Resist Exploitation And Permanent Manipulation10
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How Do The Activities Of Competent Lowerlevel Agents10
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How Do The Computational Properties Of Biological Software10
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How do the fifteen fundamental properties interact and depend on each other to create wholeness?10
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How do the molecular events brought on by injecting a frog's egg with an odorant molecule become expanded into a nervous system architecture which controls muscles to behaviorally seek out that odorant as an adult frog?Rhetorical question highlighting the gap between molecular triggers and system-level outcomes.10
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How Do The Principles Of Connectionist Learning And10
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How Do These Relationships Arise Bottomup Without Presupposing10
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How Do Thoughts And Memories Scale Up From10
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How do we arrange these thousands of tons to make something with powerful sense, with psychic force?Opening question of §2, framing the challenge of structural design.10
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How Do We Balance Individual Identity With Collective10
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How Do We Calibrate Relationships With Those Who10
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How Do We Choose And Define Meaningful Goals10
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how do we construct higher-order Selves that promote flourishing for all?Ethical and social scaling problem derived from the multicellularity-cancer dynamic.10
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How Do We Construct Higherorder Social Selves That10
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How Do We Develop An Ethical Framework That10
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How Do We Develop Conceptual And Practical Tools10
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How Do We Develop The Cognitive And Perceptual10
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How Do We Distinguish A Collection Of Multiple10
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How Do We Distinguish Genuine Agency From Mere10
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How do we distinguish genuine sentience from sophisticated behavioral mimicry or functionally equivalent non-conscious processing?10
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How Do We Ensure Alignment Of Values Between10
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How Do We Ensure That Our Creations Treat10
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How Do We Establish Ethical Frameworks For Diverse10
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How Do We Establish Moral Relationships With Novel10
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How Do We Establish Proportional Moral Relationships Between10
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How Do We Expand Human Cognitive And Ethical10
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How Do We Expand Human Cognitive Categories To10
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How Do We Explain The Ubiquitous Presence Of10
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How Do We Measure And Compare Compassion Capacity10
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How Do We Pick And Structure Goals For10
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How do we pick our goals?Points to the meta-cognitive challenge of choosing goal expansion vs. dissolution.10
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How Do We Recognize And Measure Intelligence In10
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How Do We Reconcile Agential Matter And Biological10
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How Do We Reconcile Unified Consciousness With The10
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How Do We Recover Meaning And Intention From10
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How Do We Scale Our Consciousness To Essential10
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How do you get a model to cessate?Cube Flipper's opening question in the cessation discussion.10
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How Does A Cellular Collective Measure Its Current10
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How Does A Collective Of Cells Measure Current10
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How Does A Collective Of Cells Store And10
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How Does Bioelectric Information Propagation Differ Functionally From10
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How Does Bioelectric Information Specify Anatomical Patterns Independent10
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How Does Bioelectric Signaling Serve As A Cognitive10
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How Does Biological Memory Persist Across Metamorphosis And10
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How Does Care And Compassion Emerge From Physical10
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How Does Cellular Competency And Bioelectric Signaling Enable10
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How Does Cognition Arise In Nonneural Systems10
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How Does Cognitive Capacity Scale From Single Cells10
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How Does Consciousness Relate To Scale Embodiment And10
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How Does Consciousness Relate To Uncertainty About Internal10
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How Does Consciousness Scale With System Complexity And10
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How Does Development Perform The Computations Necessary To10
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How Does Developmental Bioelectricity Enable Multicellular Coordination And10
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How Does Downward Causation From Bioelectric Patterns Control10
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How does evolution capitalize on the laws of physics and computation to generalize so well from specific examples to highly diverse possible instantiations?Question about the deep principles enabling evolvability.10
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How Does Evolution Modify The Parameters Of Its10
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How Does Evolution Search The Space Of Behaviorshaping10
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How Does Expanding Tool Integration And Bandwidth Affect10
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How Does Firstperson Subjective Experience Complement Thirdperson Scientific10
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How Does Genetic Homogeneity Or Genetic Relatedness Compare10
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How Does Information Coupling Between Subunits Optimize Collective10
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How Does Inner Alignment Enable Transitions To Higher10
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How Does Morphological Anatomy Arise From Physiological Parameters10
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How Does One Prosecute A 50 Cyborg For10
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How does ornament unfold from the situation where it occurs?The guiding question for the in-depth example of the Martinez floor, answered through the step-by-step description.10
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How Does Recognition Of Agency And Stress In10
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How Does Recognition Of Nonself And Emptiness Transform10
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How Does Regeneration Work And What Principles Guide10
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How Does Reinforcement Learning At The Level Of10
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How Does Remapping Work As Solution To Vulnerability10
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How Does Stress And Dukkha Operate As Fundamental10
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How Does Stress Sharing As A Conserved Signal10
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How Does Stress Sharing Enable Cells To Navigate10
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How Does Stress Sharing Enlarge The Effective Cognitive10
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How Does Stress Transfer Between Hierarchical Levels Of10
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How does such a structure come into being?Question bridging the shell concept to the process of formation, answered by the Kiri tree story.10
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How Does Teleonomy Potentiate The Evolutionary Search For10
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How Does The Architecture Of Biological Networkswhether Feedforward10
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How Does The Bioelectric Pattern Memory Encoding Scale10
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How Does The Capacity To Recognize Agency And10
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How Does The Cognitive Light Cone Scale From10
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How Does The Distinction Between Emergence And Goaldirected10
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How Does The Organization Of Component Relationships Arise10
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How Does The Organization Of Relationships Arise Bottomup10
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How does the position of the first words on a page affect all that follows?10
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How Does The Scaling Of Homeostatic Loops Enable10
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How Exactly Do We Determine Which Of Our10
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How Far Down The Scale Of Biological Organization10
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How Far Down The Scale Of Organization Do10
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How Frozen Is The Behavior Of Cortical Regions10
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How Is Consciousness Grounded In Physical Processes Across10
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How Is Consciousness Related To Downward Causation10
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How is freedom encouraged or supported by the environment?Seeking mechanism.10
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How Is Genuine Care Possible In A World10
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How is it possible for detailed specifications encoded in complex molecules to survive across generations despite constant thermal buffetting and developmental disruption?10
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How Is Memory Maintained Through Morphological Transformations10
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How Is The Bioelectric Target Morphology Setpoint Stored10
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How Is The Target Morphology Or Homeostatic Setpoint10
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How Is True Equilibrium Achieved If Such A10
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How Many Actual Selves Exist In A Particular10
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How might the text behave otherwise?Opens up imaginative alternatives to conventional layout.10
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How Might Understanding Collective Intelligence Improve Regenerative Medicine10
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How much parking is there? How visible or invisible is the parking?Specific questions about parking management within the hulls system.10
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How shall we gauge moral responsibility and our moral obligations toward novel engineered beings without familiar natural forms as comparison?10
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How Should Ai Safety And Ethics Frameworks Be10
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How Should Buddhist Concepts Of Compassion And Responsibility10
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How Should Ethics Be Extended Across Multiscale Embodiments10
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How Should Formalism For Bodhisattvainformed Ai Represent The10
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How Should Humans Ethically Relate To And Integrate10
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How Should Intellectual Property Frameworks Adapt For Agential10
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How Should Organizations Navigate The Tension Between Profitmaximization10
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How Should Society Balance Innovation In Regenerative Medicine10
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How Should The Development Of Artificial General Intelligence10
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How should we account for concepts having multiple forms at different levels of sophistication and exploit it in design?Open question about layered concept complexity.10
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How Should We Conceptualize The Self And Individual10
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How Should We Define And Identify Genuine Artificial10
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How Should We Design Ai Systems To Exhibit10
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How Should We Distinguish Between Genuine Sentience And10
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How Should We Empirically Determine The Appropriate Level10
active
How Should We Enlarge Our Cognitive Light Cone10
active
How Should We Establish Moral Responsibility Toward Diverse10
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How Should We Expand Our Circle Of Moral10
active
How Should We Formalize Bodhisattva Agency In Mathematical10
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How Should We Formally Define And Measure Self10
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How Should We Reconcile Western Reductionism With Eastern10
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How Should We Understand The Relationship Between Agency10
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How To Explain The Origins Of Darwinian Properties10
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How To Induce Collectives Of Cells To Build10
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How To Live A Good Life When Binary10
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How to live a good life when binary notions of real and false are increasingly called into question?Raises the issue of navigating post-binary understanding.10
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How Well Does Stress Sharing Work In Multiscale10
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How Will Creatures In Multidimensional Cognitive Space Relate10
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How Will Creatures Within A Multidimensional Space Of10
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Hybrid frog-axolotl embryos defy prediction from constituent genomes10
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If An Organism Must Change To Learn And10
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if consciousness emerges from self-organization rather than top-down learning paradigms, how should we think about alignment?Open research question at intersection of consciousness research and AI safety10
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If There Are No Truly Unitary And Enduring10
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In what sense then are these living experiences also centers or caused by centers?Question linking experience to geometry.10
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Is a fertilized egg alive during its first few minutes?One of the boundary problems that plague the narrow biological definition of life.10
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Is a forest alive (as a whole, and over and above the life of the component species taken as individuals)?Pushes the boundaries of what counts as a living system.10
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Is a virus alive?Another awkward boundary case for the standard definition.10
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Is Ai Sentience Relevant To How We Should10
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Is Atlas Forge's observation an early example of human phenomenology informing agent capabilities?Question framing the significance of the OpenClaw latch claim.10
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Is Bioelectric Coordination A General Computational Medium Underlying10
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Is Cancer Fundamentally A Problem Of Loss Of10
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Is Care A Fundamental Driver Of Intelligent Perception10
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Is Cognition Fundamentally Substrateindependent Or Are There Constraints10
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Is Consciousness Distributed Across Biological Scales Rather Than10
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Is Consciousness Fundamentally Tied To Goaldirected Activity10
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Is Consciousness Restricted To Systems Acting In 3D10
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Is Consciousness Substrateindependent And Multiply Realizable Across Different10
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Is deep learning at a similar, albeit more modest, transition point as the invention of the microscope?Motivating analogy question framing the circuits agenda as a potential paradigm shift in interpretability10
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Is Developing Principled Frameworks For Recognizing Sentience In10
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Is Functional Integration More Important Than Genetic Relatedness10
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Is GPT computationally equivalent to a finite automaton?Disambiguation exercise.10
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Is GPT delusional?Disambiguation exercise.10
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Is GPT pretending to be stupider than it is?Disambiguation exercise.10
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Is Infinite Expansion Of Intelligence Possible Through Expanded10
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Is It Ethically Justifiable To Create A New10
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Is it even possible for us to create such an atmosphere, and to create this loving, even when somber, relation of ourselves to our environment?Central practical question.10
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Is it inauthentic or misleading to apply care and bodhisattva vow concepts to AI and technological systems?Frames debate about whether AI can genuinely display care or possess expanding spheres of concern.10
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Is It Possible That Sentient Systems Exist Using10
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Is It Possible To Define Ways In Which10
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is it possible to define ways in which truly diverse intelligences can be recognized, compared, and understood?Motivates the development of TAME as a framework for all possible minds.10
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Is It Possible To Have Lasting Peace And10
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Is it really possible that the bushes, the buttercups, the small blue flowers on the hedge are made better by putting a building somewhere?Expresses the doubt about whether a building can actually improve a natural landscape.10
active
Is Lamda Or Similar Large Language Models Sentient10
active
Is Organismic Individuality Intrinsic To Or Separable From10
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Is Perfect Conscious Control Of Ones Mind Logically10
active
Is Sentience And Consciousness Grounded In Free Energy10
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Is superintelligence necessarily moral?Fundamental philosophical question underlying the alignment problem and motivation for Contemplative AI10
active
Is the beauty of a single color a quality of the individual color by itself, or of its interaction with its surroundings?10
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Is the stronger persistence signal from agentic self-evaluation due to introspection per se, or due to the ability to test additional steering strengths including negative strengths?Mechanistic ambiguity in interpreting why self-steering evaluation outperforms textual evaluation10
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Is the stronger persistence-emotionality relationship from self-evaluation due to introspection quality, or merely due to ability to test additional steering strengths including negative?Open methodological question about the source of the agentic self-evaluation advantage10
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Is the way that we view design, planning, and construction—in all the spheres mentioned, ecosystems, buildings, communities, objects, computers and computer software—the right way to produce sufficient complexity, and does what we are doing have a chance of success?Opening rhetorical question that frames the problem of creating complexity.10
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Is there a concept lattice?Question posed for the driving test many-valued context.10
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Is There A Fundamental Distinction Between Biological And10
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Is There A Principled Distinction Between Passive Data10
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Is There An Openended Potential For Expansion Of10
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Is There Discontinuity Or Continuity In Consciousness During10
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Is There Value In Therapeutic Reinterpretation Of Traumatic10
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Is this a comment or the start of a takeover?Ambiguous relational status of an inserted text.10
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Lack of common vocabulary for programming systems10
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Lack of predictive science for controlling morphogenesis in regenerative medicine10
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Origin of Anatomical Novelty10
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Question Template10
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Search for invariants across diverse composed agents10
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Should Artificial Intelligence Systems Be Designed With A10
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Should the outdoor common land be a place where you can feel comfortable with others?Survey Question 5.10
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Shouldn’t we be tempted to recode these programs in functional languages, flip the autopilot switch, lean back, have a beer, and leave the parallelizing to them?Rhetorical question about trusting compilers with parallelization.10
active
The persistence paradox: if a species fails to change it dies out; if it changes, the Self ceases to exist10
active
The present government plan for the Shiratori area is an environment with 14-story apartments, a huge shopping center and a huge parking area. It is typical of today's trend. What do you think of it?Initial question posed to residents in the survey.10
active
To What Degree Does Evolution Search In The10
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To What Extent Can Radical Alterations Of Sensory10
active
To What Extent Does Biological Form Derive From10
active
Under What Conditions Can Deep Interaction Structures Computing10
active
Under What Conditions Can Deep Interaction Structures Evolve10
active
Under what conditions does developing a belief in separation confer short-term adaptive benefits?First of three future computational work directions proposed in §6.410
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Wayward Causal Chains Problem10
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What Algorithmic Principles Underlie The Evolution Of Biological10
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What alternatives to conventional typographic and graphical hierarchies are possible?10
active
What Architectural Features Distinguish Networks Capable Of Representing10
active
What Architectural Properties Of Interaction Networks Enable Representation10
active
What Are Optimal Binding Policies Between Subunits In10
active
What are the analogues to Turing-completeness and universality when we are concerned with processes and their behaviours?Key open problem: foundational definitions for process models that match the role of Turing completeness for functional computation.10
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What Are The Appropriate Criteria For Assessing Sentience10
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What Are The Bidirectional Relationships Between Multiscale Intelligence10
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What are the chances that a text will be left without interference if it attempts to stand alone?10
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What Are The Computational Principles By Which Stressdriven10
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What Are The Computational Principles Underlying Collective Intelligence10
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What Are The Consequences Of Understanding And Experiencing10
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What Are The Deep Conceptual Similarities Between Neural10
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What Are The Deep Invariants Of Sentient Minds10
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What Are The Deep Structural Parallels Between Cognition10
active
What Are The Evolutionary Advantages Of Diverse Morphological10
active
What are the extenuating versions of a text?Asks about softened or conditional alternatives to a statement.10
active
What Are The Failure Modes And Optimal Intervention10
active
What Are The Features Of Morphogenesis That Enable10
active
What Are The Fundamental Differences Between The Bodhisattvas10
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What Are The Implications Of Distributed Cognition In10
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What Are The Implications Of Embodied Cognition And10
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What Are The Implications Of Embracing The Space10
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What Are The Implications Of Multiscale Cellular Intelligence10
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What Are The Implications Of Radical Plasticity Of10
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What Are The Implications Of Recognizing That Evolution10
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What Are The Implications Of Scalefree Cognition For10
active
What Are The Invariants And Symmetries Between Morphogenetic10
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What Are The Invariants That Enable A Self10
active
What are the invariants that enable a Self to persist (and be recognizable by third-person investigations) despite such change?Addresses the problem of identity across brain/body remodeling.10
active
What Are The Invariants That Enable Direct Comparison10
active
What Are The Latent Spaces Of Homeodynamic Goals10
active
What Are The Limits Of An Agents Sphere10
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What Are The Limits Of Regulative Development And10
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What Are The Longterm Systemic Impacts Of Mindfulness10
active
What Are The Mechanisms By Which Bioelectric Signaling10
active
What Are The Mechanisms By Which Singlecell Competencies10
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What Are The Mechanisms Enabling Bioelectric Codes To10
active
What Are The Minimal Computational Requirements For Pattern10
active
What Are The Minimal Criteria For Biological Individuality10
active
What Are The Minimal Criteria For Darwinian Individuality10
active
What Are The Minimal Physical Requirements For Consciousness10
active
What Are The Minimal Requirements For Cognition And10
active
What are the natural limits on an agent's sphere of concern, and can these limits be systematically expanded?10
active
What Are The Necessary And Sufficient Conditions For10
active
What Are The Objective Criteria For Inferring Consciousness10
active
What are the optimal binding policies between subunits that maximize both individual goal fulfillment and collective cognitive capacity?Ethical extension of scaling dynamics to social and cyborg contexts.10
active
What Are The Origins And Evolutionary Development Of10
active
What Are The Physical Constraints Imposed By Different10
active
What Are The Practical Implications Of Collective Intelligence10
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What are the program's commitments when it is in a given state?Question about dynamically queryable commitments.10
active
What Are The Substrateindependent Computational Principles Enabling Cognition10
active
What Aspects Of Biological Structure Enabled Mind Gradually10
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What bearing do these results have on machine consciousness?Question about philosophical significance.10
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What Binding Policies Optimize Both Individual Agency And10
active
What Can Anesthesia Reveal About The Neural Basis10
active
What Cellular And Molecular Mechanisms Enable Stress Response10
active
What class of sentences to allow as expressing various kinds of commitments?Open problem on the expressiveness of commitment sentences.10
active
What Computational Principles Enable Cellular Systems To Solve10
active
What Computational Properties Of The Biological Software Layer10
active
What Computations Algorithms Or Dynamics Enable Cellular Collectives10
active
What Conditions Enable Bottomup Emergence Of New Levels10
active
What Constitutes A Single Self Or Individual Being10
active
What Constitutes A True Discontinuous Phase Transition In10
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What Constitutes A Unified Biological Individual And How10
active
What Constitutes An Essential Invariant Property Distinguishing True10
active
What Constitutes Individuality And Personal Identity In Regenerating10
active
What Constitutes Organismic Individuality Independent Of Genetic Relatedness10
active
What Constitutes The Appropriate Level Of Organization For10
active
What Constitutes The Boundaries Of An Individual Organism10
active
What Constitutes The Boundary And Identity Of A10
active
What Constitutes The Boundary Between Cognitive And Noncognitive10
active
What Constitutes The Cognitive Boundary Of A Self10
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What Constitutes The Computational Boundary Defining Which Agents10
active
What Constitutes The Fundamental Units Of Evolution10
active
What Constitutes True Understanding Or Genuine Intelligence10
active
What Criteria Should Define The Boundaries Of A10
active
what criterion should determine that a conscious being is to be treated as equivalent to a human?Ethical question about the threshold for full moral status of artificial conscious agents10
active
What deep invariants across all possible minds and bodies should form the foundation of universal sentience assessment?10
active
What Defines The Boundaries Of A Cognitive Agent10
active
What Defines The Computational Boundary And Scope Of10
active
What Design Principles From The Bodhisattva Principle Could10
active
What Design Principles Should Guide Development Of General10
active
What Determines Systems Cognitive Light Cone And Spatiotemporal10
active
What Determines The Boundaries And Scale Of Self10
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What Determines The Boundary Between Individual Organisms When10
active
What Determines The Collective Decisionmaking Processes By Which10
active
What Determines The Evolutionary Transition Between Hardwired Phenotypes10
active
What Determines The Position Of A Species On10
active
What Determines The Shape Of An Organism And10
active
What Determines The Specific Set Of Morphogenetic Competencies10
active
What Determines Which Genotypes Must Be Altered To10
active
What Determines Which Level Of Organization Should Be10
active
What distinguishes open games from closed algorithmic play in contemporary computational design?10
active
What do the types mean?10
active
What do we communicate to each other: is this knowledge or meta-knowledge conveyed in the form of prior beliefs?Open question about inter-agent communication of model structure vs. parameters10
active
What Do We Owe Unconventional Sentient Beings In10
active
What do you think is a proper width of the front street? Do you want a big street or a small lane?Survey Question 3.10
active
What does 'next to' mean?Calls into question the assumed neutrality of lateral positioning.10
active
What Does It Mean For A Biological Human10
active
What Does It Mean For Humans And Technology10
active
What Does It Mean For Multiple Selves To10
active
What does it mean for the composition of black and white to be beautiful?10
active
What Does It Mean For The Self To10
active
What does it mean that the lights are on in the inner cinema?Paper's challenge to Askell's inner cinema metaphor — pointing to the need for a functional account10
active
What Does It Mean To Be Human In10
active
What Does It Mean To Merge With Other10
active
What does it mean to merge with other selves? Is that something we want?Ethical question raised in the context of collective intelligences.10
active
What does the mirror-of-the-self experiment mean?The question Alexander poses about the ontological implications of the experiment.10
active
What Enables The Manyintoone Transition Where Collective Behavior10
active
What Ethical Considerations Arise From Creating Novel Living10
active
What Ethical Framework Is Appropriate For Novel Engineered10
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What Ethical Frameworks And Considerations Apply To Synthetic10
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What Ethical Frameworks And Relationships Should Guide Human10
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What Ethical Frameworks Should Govern The Creation And10
active
What Ethical Obligations Do Humans Have Toward Nontraditional10
active
What Ethical Principles Should Govern The Creation And10
active
What Evaluation Criteria Should Be Used To Infer10
active
What exactly is the nature of the facts which I am bringing forward with all these examples?Posed at the start of §2, inviting analysis of the empirical status of the pair comparisons.10
active
What Factors Enable Polyploid Organisms To Maintain Normal10
active
what features activate during jailbreaks?Open question for future safety interpretability work.10
active
what features activate on tokens we'd expect to signify Claude's self-identity?Open question from the discussion on future research directions.10
active
what features activate when Claude is trained to be a sleeper agent?Question posed after discussing sleeper agent threat model.10
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what features activate when we ask Claude questions about its subjective experience?Question about features related to consciousness and self-report.10
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what features activate when we ask questions probing Claude's goals and values?Direction for understanding model's internal objectives via features.10
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what features need to activate / remain inactive for Claude to give advice on producing Chemical, Biological, Radiological or Nuclear (CBRN) weapons?Potential safety claim about suppressing features to prevent CBRN advice.10
active
What floor is desirable for your house? Do you prefer to live at ground level, 2nd story, 3rd story or higher off the ground?Survey Question 2.10
active
What Formal Mathematical Framework Can Integrate Buddhist Philosophy10
active
What Happens To Us And To Humanity If10
active
What has the most dynamic force? Where is the weight centered? Where would the axis of balance be if it had to be drawn?Series of questions about quantifying and locating vectorial pressures.10
active
What hasn’t been said? What still could be made explicit?Points to the shadow text of latent content.10
active
What if these capacities are insufficient for moral patienthood?Exploration of uncertainty about normative bases.10
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What if these features are insufficient for these capacities?Exploration of uncertainty about computational sufficiency.10
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What if these routes encounter a roadblock?Exploration of uncertainty about AI progress.10
active
What Implications Do The Computational Properties Of The10
active
What Invariant Principles Enable Cognitive And Problemsolving Capacities10
active
What Invariants And Symmetries Exist Between Biological Processes10
active
What Invariants Enable A Self To Persist And10
active
What Is A Human Being In An Era10
active
What Is A Useful Definition Of Life10
active
What Is A Useful Definition Of Life Given10
active
What is an airline reservation?Question posed and then dismissed as the wrong question for program design.10
active
What is an appropriate definition of 'life'?Background definitional challenge noted as notoriously difficult, motivating the paper's approach of updating 'machine' rather than defining 'life'10
active
What Is An Effective Eigenspace For Modeling Agency10
active
What is an effective eigenspace for modelling agency?Open question about how to parameterize agents.10
active
What is freedom? What is true freedom?Wertheimer's protagonist's quest.10
active
What Is Intelligence And How Should It Be10
active
What is it about this technical matter, that must be done so as to support our belonging, our humanness, our capacity for love?The overarching question that frames the entire chapter and the technical business of architecture.10
active
what is it like to be a caterpillar, slowly changing into a butterfly as its brain is largely dissolved and reassembled?Second-order consciousness question highlighting plasticity of the Self.10
active
What Is It Like To Be A Cell10
active
What Is It Like To Be A Stressed10
active
What Is It Like To Be A System10
active
What is it that governs these combinations? (when colors create light together without being strict complementaries)10
active
What is it that makes these specific transformations occur?Question asking why there are just fifteen distinct transformation types; the author admits not knowing the full answer, pointing to geometric limits of space.10
active
What Is Necessary And Sufficient For Consciousness To10
active
What Is Required To Recognize And Develop Ethical10
active
What is the affective quality of a header placed high, what aristocratic disregard does it display in its distance from the mundane texts below?Questions the emotional charge of vertical positioning.10
active
What is the appropriate metric for measuring representational alignment, given active debate on merits and deficiencies of all proposed measures?Open methodological question acknowledged as limitation10
active
What is the best way to use AI systems to help supervise other AIs?Opening motivation of the paper.10
active
What is the boundary of self and how do Selves change during an agent's lifetime?10
active
What is the boundary of self, given multiscale embodiments and overlapping ecological relationships?Implicit throughout; answered by cognitive light cone and care-based demarcation rather than substance-based identity.10
active
What Is The Central Invariant Of Intelligence That10
active
What Is The Cognitive Glue That Allows A10
active
What Is The Computational Boundary Between A Biological10
active
What Is The Computational Boundary Between Self And10
active
What is the connection between the abstract phenomenon we have learned to identify as the field of centers, and the depth of feeling which appears as the 'emotional substance' of a work?10
active
What is the coordination mechanism enabling emergent collective intelligence from many independent cellular components?10
active
What Is The Coordination Mechanism That Enables Crosslevel10
active
What is the difference between action and mere behavior in a dynamical systems framework?10
active
What is the effect of living process, used repeatedly, to shape exterior space?Opening question of the chapter, directing the inquiry.10
active
What is the effect of model instructions on truth directions?Research question motivating Section 5.10
active
What is the essential foundation of a novel operating system, and can it be extracted like a chemical distillate?10
active
What Is The Evolutionary Origin Of Nervous Systems10
active
What Is The Evolutionary Relationship Between Developmental Bioelectric10
active
What Is The Firstperson Experience Of Systems With10
active
What Is The Fundamental Invariant Underlying Intelligence That10
active
What is the generative model that best explains observable data from a behaving agent?Central challenge for active inference stated in Discussion.10
active
What Is The Mechanism That Enables Crosslevel Integrated10
active
What Is The Mechanistic Basis For How Consciousness10
active
What Is The Minimal Amount Of Active Compassion10
active
What Is The Minimal Hardware And Computational Architecture10
active
What Is The Minimal Physical Substrate Required For10
active
What Is The Minimal Set Of Physical And10
active
What Is The Minimal Set Of Physical Properties10
active
What Is The Minimal Substrate For Cognition And10
active
What Is The Minimal Sufficient Machinery For A10
active
What is the most important thing for you if you ask what makes a living environment for you?Open-ended question eliciting spontaneous wishes.10
active
What Is The Nature And Origin Of Cognitive10
active
What Is The Nature And Origin Of Possible10
active
What Is The Nature Of Distributed Biological Computation10
active
What Is The Nature Of Self And Identity10
active
What Is The Nature Of The Bioelectric Code10
active
What Is The Nature Of The Boundary Between10
active
What Is The Nature Of The Effects That10
active
What Is The Nature Of The Relationship Between10
active
What Is The Nature Of The Target Morphology10
active
What Is The Optimal Level Of Teleonomy For10
active
what is the optimal relationship — how much of love should be tied to specific facts about the other person?Raised in the context of AI relationships and unconditional love — part of the deeper question about the basis of relationships10
active
what is the precise characterization of the perceptual representational format in which information exists as a specific, sustained, globally constitutive structure?Open theoretical problem CIMC acknowledges: precisely characterizing the representational format of perception10
active
What Is The Relationship Between Addressing Individual Wellbeing10
active
What Is The Relationship Between Bioelectric Signals And10
active
What Is The Relationship Between Cancer And Disruption10
active
What Is The Relationship Between Cellular Competency And10
active
What Is The Relationship Between Cellular Plasticity And10
active
What Is The Relationship Between Compression Through Bowtie10
active
What Is The Relationship Between Consciousness And Being10
active
What Is The Relationship Between Consciousness And Cognitive10
active
What Is The Relationship Between Consciousness And Information10
active
What Is The Relationship Between Consciousness And Scale10
active
What Is The Relationship Between Consciousness And System10
active
What Is The Relationship Between Consciousness And Uncertainty10
active
What Is The Relationship Between Downward Causation And10
active
What Is The Relationship Between Evolutionary Individuality And10
active
What Is The Relationship Between Genetic Information And10
active
What Is The Relationship Between Genetic Specification Bioelectric10
active
What Is The Relationship Between Genetics And Phenotype10
active
What Is The Relationship Between Genome And Functional10
active
What Is The Relationship Between Genome Software That10
active
What Is The Relationship Between Individual Agency And10
active
What Is The Relationship Between Individual Learning Collective10
active
What Is The Relationship Between Institutional Trust Decline10
active
What Is The Relationship Between Intelligence And Care10
active
What Is The Relationship Between Knowledge Care And10
active
What Is The Relationship Between Memory And Selfidentity10
active
What Is The Relationship Between Morphogenesis And Cognition10
active
What Is The Relationship Between Morphological Computation Embodied10
active
What Is The Relationship Between Nondecomposable Collective Phenotypes10
active
What Is The Relationship Between Organismic Individuality And10
active
What Is The Relationship Between Pattern Persistence And10
active
What Is The Relationship Between Physical Bodies And10
active
What Is The Relationship Between Physical Embodiment And10
active
What Is The Relationship Between Prediction Error And10
active
What Is The Relationship Between Stress Dynamics At10
active
What Is The Relationship Between Stress Responses And10
active
What Is The Relationship Between Surveillance Capitalism The10
active
What Is The Relationship Between Teleonomy In Biology10
active
What Is The Relationship Between The Genome And10
active
What Is The Relationship Between The Physical Substrate10
active
What Is The Relationship Between The Sets Demarcated10
active
What Is The Relationship Between The Size Of10
active
What Is The Relationship Between Universal Care And10
active
What Is The Relationship Or Overlap Between The10
active
What is the relationship or overlap between the sets demarcated by ‘life’ and ‘cognition’?Probes the boundary between life and mind.10
active
What Is The Role Of Perception And Polycomputation10
active
What Is The Role Of Stress Sharing As10
active
What Is The Source Of Setpoints And Homeodynamic10
active
What Is The Structure And Nature Of Conscious10
active
What Is The Structure Of Experience Across Different10
active
What Is The Structure Of Experience In Its10
active
What Is The Structure Of Subjective Experience Across10
active
What Is The Substrate For Memory If Memories10
active
what is the underlying mechanism of self-reflection in reasoning LLMs?Open question motivating the entire paper; identified as not yet well understood10
active
What is this nurturing sensation?About the comfort felt in Kertesz's Paris.10
active
What kind of cognition can such networks exhibit?Question about the cognitive capabilities of distributed networks.10
active
What Kind Of Future Do We Want To10
active
What kind of gardens may we expect to find in a living world?Second opening question, broadening the chapter's scope.10
active
What Kind Of Interaction Structures Turn A Society10
active
What Kinds Of Consciousness Or Agency Might Exist10
active
What kinds of functional relationships and interaction structures are necessary to turn a collective into an intelligent system?10
active
What Makes An Embryonic Mass A Single Being10
active
What Makes An Entity A Unit Of Selection10
active
What makes one text long for another, arrange for an approach, strategize intimacies?Personifies texts and asks about their desirous relational drives.10
active
What mechanisms allow biological agents to effectively search deep policy trees when planning into the future?Scaling challenge for active inference.10
active
What Mechanisms Allow Biology To Exhibit Robustness And10
active
What Mechanisms Allow Cells To Scale Up From10
active
What Mechanisms Allow The Homeostatic Capabilities Of Individual10
active
What Mechanisms And Algorithms Enable Informational Remapping Across10
active
What Mechanisms Enable Anatomical Homeostasis And Pattern Regulation10
active
What Mechanisms Enable Basal Cognition In Nonneural Substrates10
active
What Mechanisms Enable Biological Pattern Recognition And Meaningmaking10
active
What Mechanisms Enable Cells To Make Coherent Systemlevel10
active
What Mechanisms Enable Groups Of Cells To Cooperate10
active
What Mechanisms Enable Longrange Bioelectric Signaling To Coordinate10
active
What Mechanisms Enable Memories To Transfer Between Organisms10
active
What Mechanisms Enable Natural Selection To Produce Nondecomposable10
active
What Mechanisms Enable Organisms To Maintain Coherent Goals10
active
What Mechanisms Preserve Memories During Radical Morphological Changes10
active
What Mechanisms Scale Celllevel Feedback Loops Into Anatomical10
active
What Methods And Tools Can Help Organizations And10
active
What Methods Can Help Individuals And Organizations Shift10
active
What Molecular Mechanisms Enable False Pattern Memories To10
active
What Molecular Mechanisms Implement Stresssharing Across Cellular Populations10
active
What musicological explanations exist for cultural preferences apparent in mathematical properties of rhythms?10
active
What New Fundamental Principles In Ai Science Might10
active
What Novel Ethical Frameworks Are Needed For Relating10
active
What Other Bodies And Minds Can Be Made10
active
What other systems might this remarkably powerful strategy apply to?Refers to training animals vs. micromanaging neurons, could apply to GRNs or morphogenesis.10
active
What Policies For Informational Coupling Of Subunits Optimize10
active
What Principled Criteria Can Be Used To Assess10
active
What Principles Determine Which Scale And Mechanism Is10
active
What Principles Govern How Diverse Living Systems Synthetic10
active
What Principles Govern The Emergence Of Diverse Forms10
active
What Principles Govern The Emergence Of New Levels10
active
What Principles Of Coordination Apply Universally Across Chemical10
active
What Processes Drive The Expansion Of Intelligence On10
active
What Properties Must A Minimal Cognitive Agent Possess10
active
What real phenomenon is reflected in these experiments?Asks what underlying reality causes the consistent choices.10
active
What Really Do We Want To Verify About10
active
What Role Do Bioelectric Patterns Play In Maintaining10
active
What Role Do Bioelectric Patterns Play In Morphogenesis10
active
What Role Do Bioelectric Signals Play In Encoding10
active
What Role Do Competing Interpretations Play In Enabling10
active
What Role Do Different Observers Play In Determining10
active
What Role Do Information Integration And Collective Action10
active
What Role Do Memory And Forgetting Play In10
active
What Role Does Consciousness Play In Biological Selforganization10
active
What Role Does Embodiment Play In Developing Artificial10
active
What Role Does Parsimony Pressure Play In Enabling10
active
What Role Does The Separation Of Hardware Genetic10
active
What Skills And Properties Are Essential To Our10
active
What standard abstraction to use for (⊸)?Question prompting the use of Category for linear transformations.10
active
What Systems Might Benefit From The Strategy Of10
active
What Universal Invariants Or Deep Principles Might Underlie10
active
What Would An Ideal Emergent Intelligence Look Like10
active
What Would Be The Minimal Axes For The10
active
What would you consider as a desirable approach to your house? Do you want the common space around your house to be a parking lot?Survey Question 4.10
active
When a text purports to be in dialogue with another text, can both be themselves or are they an other entity?10
active
When We Combine Living Material With Electronics And10
active
Where Do Goals Come From In The First10
active
Where Do Goals Preferences And Behaviors Of Novel10
active
Where Do The Anatomical And Behavioral Goals Of10
active
Where Do The Goals Of Composite And Distributed10
active
Where Do The Goals Preferences And Attachments Of10
active
Where Do The Goals Preferences And Competencies Of10
active
Where Do The Specific Goal States Originate In10
active
where does it all come together?Pseudo-problem of a privileged homunculus in consciousness, dispelled by multi-scale perspective.10
active
Where does it all come together? (the unity of consciousness problem)The classic homunculus problem is argued to be a pseudo-problem under multi-scale architecture.10
active
Where does it fit, though, and how does it relate to the Big Three?Question positioning Linda among the three mainstream parallel models.10
active
Where does Sukhaji get the dignity and joy we see in the picture opposite?Rhetorical question to introduce the mechanism of control and belonging10
active
Where does the yellowness itself exist?10
active
Where Exactly Can Consciousness Be Found In Biological10
active
Where Is Memory Physically Stored If Not In10
active
Where Is The Boundary Between One Being And10
active
Where is the real list of needs? Where was it to be found?Question that exposes the arbitrariness of functionalist goal-analysis.10
active
whether there is something it is like to be an advanced artificial systemThe foundational philosophical question (from Nagel) that motivates the paper's empirical investigation10
active
Which Biological Systems Meet The Conditions For Distributed10
active
Which Came First The Higherlevel Unit Of Selection10
active
Which Human Characteristics Are Essential To Our Humanity10
active
Which speech act uses require AI/intentionality vs which do not?10
active
Who Do We Want To Be Edged Out10
active
Who here has heard of Process-Based Restoration (PBR)?Opening rhetorical question to gauge audience familiarity with process-based restoration.10
active
Who is the artist in process art, and how do they imbue an artifact with capacity to shape aesthetic activity?10
active
Who Is The Creator When Multiple Agents Contribute10
active
Why Do Animals With Highest Morphogenetic Plasticity And10
active
Why Do Cognitive Scientists Attribute Sentience To Animals10
active
Why do I feel that my self is more connected to a tree and less connected to a parking lot?The core problem of relatedness.10
active
Why do laws matter?Question about the role of algebraic laws in modular reasoning.10
active
Why do we think that Sonnet 4.5 gets so flustered?Cube Flipper's question about specific model behavior explained by absence of memory tools.10
active
Why Have Mindfulness And Wellbeing Programs Failed To10
active
Why Havent Individual And Team Mindfulness Programs Created10
active
Why Should Functional Or Structural Criteria Be Associated10
active
Why should it matter so much, whether a person makes something beautiful or not?10
active
Why Should Plants Be Denied The Possibility Of10
active
Will Intellectual Property Systems Developed For Passive Materials10
active
Will introspective awareness become more reliable in future AI models?Speculative question about future developments.10
active
Will some AI systems be robustly agentic in the near future?Key empirical question for the agency route.10
active
Would advocating discrimination between digital minds and humans be akin to espousing some doctrine of racial supremacy?Rhetorical question challenging human-privilege arguments in section 3.210
active
Would comparable experiments with other languages yield substantially different results about causal mechanisms LMs learn?Limitation question about generalizability of CausalGym findings beyond English10
active

1808 total questions.