| 17 | The computational boundary of a 'self': developmental bioelectricity drives multicellularity and scale-free cognition | active |
| 16 | Technological Approach to Mind Everywhere: An Experimentally-Grounded Framework for Understanding Diverse Bodies and Minds | active |
| 14 | Top-down models in biology: explanation and control of complex living systems above the molecular level | referenced-only (auto-promotable) |
| 14 | Re-membering the body: applications of computational neuroscience to the top-down control of regeneration of limbs and other complex organs | candidate |
| 14 | Attention is All you Need | referenced-only (auto-promotable) |
| 14 | On having no head: cognition throughout biological systems | referenced-only (auto-promotable) |
| 13 | Competency in navigating arbitrary spaces as an invariant for analyzing cognition in diverse embodiments | referenced-only (auto-promotable) |
| 12 | Locating and editing factual associations in GPT | referenced-only (auto-promotable) |
| 12 | The biogenic approach to cognition | active |
| 12 | Steering language models with activation engineering | referenced-only (auto-promotable) |
| 12 | Normalized shape and location of perturbed craniofacial structures in the Xenopus tadpole reveal an innate ability to achieve correct morphology | referenced-only (auto-promotable) |
| 11 | Steering Llama 2 via Contrastive Activation Addition | referenced-only (auto-promotable) |
| 11 | Endless forms most beautiful 2.0: teleonomy and the bioengineering of chimaeric and synthetic organisms | active |
| 11 | Knowing one's place: a free-energy approach to pattern regulation | referenced-only (auto-promotable) |
| 11 | Morphological Coordination: A Common Ancestral Function Unifying Neural and Non-Neural Signaling | referenced-only (auto-promotable) |
| 11 | Gene regulatory networks exhibit several kinds of memory: quantification of memory in biological and random transcriptional networks | referenced-only (auto-promotable) |
| 11 | Reframing cognition: getting down to biological basics | referenced-only (auto-promotable) |
| 10 | Variational ecology and the physics of sentient systems | referenced-only (auto-promotable) |
| 10 | A scalable pipeline for designing reconfigurable organisms | referenced-only (auto-promotable) |
| 10 | Interpretability in the Wild: a Circuit for Indirect Object Identification in GPT-2 small | referenced-only (auto-promotable) |
| 10 | Planarian regeneration as a model of anatomical homeostasis: Recent progress in biophysical and computational approaches | referenced-only (auto-promotable) |
| 10 | Persona Vectors: Monitoring and Controlling Character Traits in Language Models | active |
| 10 | Chain of Thought Prompting Elicits Reasoning in Large Language Models | referenced-only (auto-promotable) |
| 10 | The Cognitive Lens: a primer on conceptual tools for analysing information processing in developmental and regenerative morphogenesis | candidate |
| 10 | Cellular signaling pathways as plastic, proto-cognitive systems: Implications for biomedicine | candidate |
| 9 | Inference-time intervention: eliciting truthful answers from a language model | referenced-only (auto-promotable) |
| 9 | Probing classifiers: Promises, shortcomings, and advances | referenced-only (auto-promotable) |
| 9 | Bioelectrical approaches to cancer as a problem of the scaling of the cellular self | referenced-only (auto-promotable) |
| 9 | Ion channels enable electrical communication in bacterial communities | referenced-only (auto-promotable) |
| 9 | The cognitive cell: bacterial behavior reconsidered | referenced-only (auto-promotable) |
| 9 | Life as we know it | active |
| 9 | How can evolution learn? | referenced-only (auto-promotable) |
| 9 | Causal abstractions of neural networks | referenced-only (auto-promotable) |
| 9 | Behavior, Purpose and Teleology | referenced-only (auto-promotable) |
| 9 | Understanding intermediate layers using linear classifier probes | referenced-only (auto-promotable) |
| 8 | Neural networks and physical systems with emergent collective computational abilities | referenced-only (auto-promotable) |
| 8 | The free-energy principle: a unified brain theory? | referenced-only (auto-promotable) |
| 8 | A linear-encoding model explains the variability of the target morphology in regeneration | referenced-only (auto-promotable) |
| 8 | Refusal in language models is mediated by a single direction | referenced-only (auto-promotable) |
| 8 | Future medicine: from molecular pathways to the collective intelligence of the body | referenced-only (auto-promotable) |
| 8 | A cellular platform for the development of synthetic living machines | referenced-only (auto-promotable) |
| 8 | Sparse autoencoders find highly interpretable features in language models | referenced-only (auto-promotable) |
| 8 | Scale‐Free Biology: Integrating Evolutionary and Developmental Thinking | referenced-only (auto-promotable) |
| 8 | Representation engineering: A top-down approach to AI transparency | referenced-only (auto-promotable) |
| 8 | Bioelectric signaling: Reprogrammable circuits underlying embryogenesis, regeneration, and cancer | referenced-only (auto-promotable) |
| 7 | Life, death, and self: Fundamental questions of primitive cognition viewed through the lens of body plasticity and synthetic organisms | referenced-only (auto-promotable) |
| 7 | Ectopic eyes outside the head in<i>Xenopus</i>tadpoles provide sensory data for light-mediated learning | referenced-only (auto-promotable) |
| 7 | What nervous systems do: early evolution, input–output, and the skin brain thesis | referenced-only (auto-promotable) |
| 7 | Transmembrane voltage potential controls embryonic eye patterning in <i>Xenopus laevis</i> | referenced-only (auto-promotable) |
| 7 | Uncovering cognitive similarities and differences, conservation and innovation | referenced-only (auto-promotable) |
| 7 | Neural natural language inference models partially embed theories of lexical entailment and negation | referenced-only (auto-promotable) |
| 7 | Evolutionary connectionism: algorithmic principles underlying the evolution of biological organisation in evo-devo, evo-eco and evolutionary transitions | referenced-only (auto-promotable) |
| 7 | Synthetic living machines: a new window on life | referenced-only (auto-promotable) |
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| 7 | Learning in transcriptional network models: computational discovery of pathway-level memory and effective interventions | referenced-only (auto-promotable) |
| 7 | Discovering Latent Knowledge in Language Models Without Supervision | referenced-only (auto-promotable) |
| 7 | Cognition in some surprising places | referenced-only (auto-promotable) |
| 7 | 2023. Do personality tests generalize to large language models? In Socially Responsible Language Modelling Research | referenced-only (auto-promotable) |
| 7 | Morphogenesis as Bayesian inference: A variational approach to pattern formation and control in complex biological systems | referenced-only (auto-promotable) |
| 7 | Long-Term, Stochastic Editing of Regenerative Anatomy via Targeting Endogenous Bioelectric Gradients | referenced-only (auto-promotable) |
| 7 | Competitive and Coordinative Interactions between Body Parts Produce Adaptive Developmental Outcomes | referenced-only (auto-promotable) |
| 6 | The Geometry of Truth: Emergent Linear Structure in Large Language Model Representations of True/False Datasets | active |
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| 6 | 2022. Discovering Language Model Behav-iors with Model-Written Evaluations | referenced-only (auto-promotable) |
| 6 | Causal abstraction: A theoretical foundation for mechanistic interpretability | referenced-only (auto-promotable) |
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| 6 | Hierarchical Active Inference: A Theory of Motivated Control | referenced-only (auto-promotable) |
| 6 | Resilient Machines Through Continuous Self-Modeling | referenced-only (auto-promotable) |
| 6 | From cognitivism to autopoiesis: towards a computational framework for the embodied mind | referenced-only (auto-promotable) |
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| 6 | Language Models are Few-Shot Learners | referenced-only (auto-promotable) |
| 6 | Developmental Bioelectricity: the cognitive glue enabling evolutionary scaling from physiology to mind | active |
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| 5 | Transmembrane voltage potential is an essential cellular parameter for the detection and control of tumor development in a<i>Xenopus</i>model | referenced-only (auto-promotable) |
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| 5 | Morphogenesis in robot swarms | referenced-only (auto-promotable) |
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| 5 | Stress-mediated tuning of developmental robustness and plasticity in flies | referenced-only (auto-promotable) |
| 5 | Synthetic collective intelligence | referenced-only (auto-promotable) |
| 5 | Collective behavior in cancer cell populations | referenced-only (auto-promotable) |
| 5 | Major evolutionary transitions in individuality | referenced-only (auto-promotable) |
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| 4 | HCN2 Channel-Induced Rescue of Brain Teratogenesis via Local and Long-Range Bioelectric Repair | referenced-only (auto-promotable) |
| 4 | Role play with large language models | referenced-only (auto-promotable) |
| 4 | Designing and Interpreting Probes with Control Tasks | referenced-only (auto-promotable) |
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| 4 | Phenotypes to remember: Evolutionary developmental memory capacity and robustness | referenced-only (auto-promotable) |
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| 4 | Collective minds | referenced-only (auto-promotable) |
| 4 | Endogenous Gradients of Resting Potential Instructively Pattern Embryonic Neural Tissue via Notch Signaling and Regulation of Proliferation | referenced-only (auto-promotable) |
| 4 | Adaptive correction of craniofacial defects in pre-metamorphic <i>Xenopus laevis</i> tadpoles involves thyroid hormone-independent tissue remodeling | referenced-only (auto-promotable) |
| 4 | A Synthetic Multicellular Memory Device | referenced-only (auto-promotable) |
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| 4 | Perceptual Neural Organization: Some Approaches Based on Network Models and Information Theory | referenced-only (auto-promotable) |
| 4 | Planning as inference | referenced-only (auto-promotable) |
| 4 | Interoceptive inference, emotion, and the embodied self | referenced-only (auto-promotable) |
| 4 | The Smartest Materials: The Future of Nanoelectronics in Medicine | referenced-only (auto-promotable) |
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| 4 | Freedom and purpose in biology | referenced-only (auto-promotable) |
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| 4 | Programmable self-assembly in a thousand-robot swarm | referenced-only (auto-promotable) |
| 4 | Learning of Signaling Networks: Molecular Mechanisms | referenced-only (auto-promotable) |
| 4 | Qwen3 Technical Report | referenced-only (auto-promotable) |
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| 4 | Upper-directed systems: a new approach to teleology in biology | referenced-only (auto-promotable) |
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| 4 | Creating Living Cellular Machines | referenced-only (auto-promotable) |
| 4 | Emergent symbol-like number variables in artificial neural networks | referenced-only (auto-promotable) |
| 4 | Metabolic basis of brain-like electrical signalling in bacterial communities | referenced-only (auto-promotable) |
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