Papers

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159 of 159

Ingested	Title	Refs	Cited
2026-09-10	Ingressing Minds: Causal Patterns Beyond Genetics and Environment in Natural, Synthetic, and Hybrid Embodiments Michael Levin	—	2	DOI ↗
2026-09-10	A Mathematical Elucidation of Buddhist Enlightenment Susumu Inui	—	0	DOI ↗
2026-09-10	Open questions about time and self-reference in living systems Samson Abramsky · Wolfgang Banzhaf · Leo S. D. Caves · Michael Levin +4	—	0	DOI ↗
2026-09-10	Fractal basins trap latent reasoning Jeffrey Lai · Anthony Bao · J. Quinn · William Gilpin	8	0	arXiv ↗
2026-08-16	Semantic Diversity in Dialogue with Natural Language Inference Katherine Stasaski · Marti A. Hearst	37	0	arXiv ↗
2026-08-16	A Mechanistic Analysis of Looped Reasoning Language Models Hugh Blayney · Álvaro Arroyo · Johan Obando-Ceron · Pablo Samuel Castro +3	50	0	arXiv ↗
2026-08-16	Verbalized Sampling: How to Mitigate Mode Collapse and Unlock LLM Diversity Jiayi Zhang · Simon C.H. Yu · Derek Chong · Anthony Sicilia +3	—	2	arXiv ↗
2026-08-16	Steering at the Source: Style Modulation Heads for Robust Persona Control Yoshihiro Izawa · Gouki Minegishi · Koshi Eguchi · Sosuke Hosokawa +1	72	0	arXiv ↗
2026-08-16	Facet-Level Persona Control by Trait-Activated Routing with Contrastive SAE for Role-Playing LLMs Wenqiu Tang · Zhen Wan · Takahiro Komamizu · Ichiro Ide	31	0	arXiv ↗
2026-08-16	Persona Non Grata: Single-Method Safety Evaluation Is Incomplete for Persona-Imbued LLMs Wenkai Li · Fan Yang · Shaunak A. Mehta · Koichi Onoue	67	0	arXiv ↗
2026-08-16	Spotting Out-of-Character Behavior: Atomic-Level Evaluation of Persona Fidelity in Open-Ended Generation Jisu Shin · Juhyun Oh · Eunsu Kim · Hoyun Song +1	54	0	arXiv ↗
2026-08-16	Evaluating Language Model Character Traits Francis Rhys Ward · Zejia Yang · Alex Jackson · Randy A. Brown +6	25	0	arXiv ↗
2026-08-16	Tracing Persona Vectors Through LLM Pretraining Viktor Moskvoretskii · Dominik Glandorf · Jorge Medina Moreira · Tanja Käser +1	42	0	arXiv ↗
2026-08-16	Open Character Training: Shaping the Persona of AI Assistants through Constitutional AI Sharan Maiya · Henning Bartsch · Nathan Lambert · Evan Hubinger	62	0	arXiv ↗
2026-08-16	What Models Express, Suppress, and Resist: Auditing Open-Weight LLMs with Persona Vectors Winston Zeng · Ali Emami · J H Choi	54	0	arXiv ↗
2026-08-16	Persona Features Control Emergent Misalignment Miles Wang · Tom Dupré la Tour · Olivia Watkins · Alex Makelov +7	77	2	arXiv ↗
2026-08-16	Where is the Mind? Persona Vectors and LLM Individuation Pierre Beckmann · Patrick Butlin	35	0	arXiv ↗
2026-08-16	Persona-Model Collapse in Emergent Misalignment Davi Bastos Costa · Renato Vicente	35	0	arXiv ↗
2026-08-16	Persona Vectors: Monitoring and Controlling Character Traits in Language Models Runjin Chen · Andy Arditi · Henry Sleight · Owain Evans +1	—	5	arXiv ↗
2026-07-26	Identifying indicators of consciousness in AI systems Patrick Butlin · Robert P. Long · Tim Bayne · Yoshua Bengio +16	70	8	DOI ↗
2026-07-26	Artificial Minds, Human Disagreement: The Political Challenge of AI Consciousness Bales	—	—
2026-07-24	Security verification	—	362	DOI ↗
2026-06-09	Addressing divergent representations from causal interventions on neural networks Satchel Grant · Simon Jerome Han · Alexa R. Tartaglini · Christopher Potts	47	0	arXiv ↗
2026-06-09	Testing the Limits of Truth Directions in LLMs Angelos Poulis · Mark Crovella · Evimaria Terzi	20	0	arXiv ↗
2026-06-09	Steering Evaluation-Aware Language Models to Act Like They Are Deployed Tim Tian Hua · Andrew Qin · Samuel Marks · Neel Nanda	—	0	arXiv ↗
2026-06-09	From Directions to Cones: Exploring Multidimensional Representations of Propositional Facts in LLMs Kevin Shengyang Yu · Vaidehi Bulusu · Oscar Yasunaga · Clayton Lau +4	45	0	arXiv ↗
2026-06-09	Model Alignment Search Satchel Grant	85	0	arXiv ↗
2026-06-09	The Non-Linear Representation Dilemma: Is Causal Abstraction Enough for Mechanistic Interpretability? Denis Sutter · Julian Minder · Thomas Hofmann · Tiago Pimentel	67	0	arXiv ↗
2026-06-09	pyvene: A Library for Understanding and Improving PyTorch Models via Interventions Zhengxuan Wu · Atticus Geiger · Aryaman Arora · Jing Huang +4	21	1	arXiv ↗
2026-06-09	CausalGym: Benchmarking causal interpretability methods on linguistic tasks Aryaman Arora · Dan Jurafsky · Christopher Potts	54	0	arXiv ↗
2026-06-09	The Geometry of Truth: Emergent Linear Structure in Large Language Model Representations of True/False Datasets Samuel Marks · Max Tegmark	52	17	arXiv ↗
2026-06-09	Finding Alignments Between Interpretable Causal Variables and Distributed Neural Representations Atticus Geiger · Zhengxuan Wu · Christopher Potts · Thomas Icard +1	48	9	arXiv ↗
2026-06-03	Sandved-Smith and Da Costa (2024) Metacognitive particles, mental action, and the sense of agency	—	—
2026-06-03	cimcWhitepaper	—	—
2026-06-03	The Machine Consciousness Hypothesis	—	—
2026-06-02	Differentiable Logic Cellular Automata: From Game of Life to pattern generation with learned recurrent circuits	—	—
2026-06-02	Active Inference with a Self-Prior in the Mirror-Mark Task Dongmin Kim · Hoshinori Kanazawa · Yasuo Kuniyoshi	23	0	arXiv ↗
2026-06-02	Can "consciousness" be observed from large language model (LLM) internal states? Dissecting LLM representations obtained from Theory of Mind test with Integrated Information Theory and Span Representation analysis Jingkai Li	97	0	arXiv ↗
2026-06-02	When Thinking LLMs Lie: Unveiling the Strategic Deception in Representations of Reasoning Models Kai Wang · Yihao Zhang · Meng Sun	27	0	arXiv ↗
2026-06-02	Endogenous Resistance to Activation Steering in Language Models Alex McKenzie · Keenan Pepper · Stijn Servaes · Martin Leitgab +5	28	0	arXiv ↗
2026-06-02	ReflCtrl: Controlling LLM Reflection via Representation Engineering Ge Yan · Chung-En Sun · Tsui-Wei · Weng	17	0	arXiv ↗
2026-06-02	Unveiling the Latent Directions of Reflection in Large Language Models Fu-Chieh Chang · Yu-Ting Lee · Pei-Yuan Wu	40	0	arXiv ↗
2026-06-02	Contemplative Agent Ruben Laukkonen · Fionn Inglis · Shamil Chandaria · Lars Sandved-Smith +4	200	1	arXiv ↗
2026-06-02	Exploration Through Introspection: A Self-Aware Reward Model Michael Petrowski · Milica Gašić	14	0	arXiv ↗
2026-06-02	The Assistant Axis: Situating and Stabilizing the Default Persona of Language Models Christina Lu · Jack Gallagher · Jonathan Michala · Kyle Fish +1	—	0	arXiv ↗
2026-06-02	Quantitative Introspection in Language Models: Tracking Emotive States Across Conversation Nicolas Martorell · Bruno Bianchi	70	0	arXiv ↗
2026-06-02	Detecting the Disturbance: A Nuanced View of Introspective Abilities in LLMs Ely Hahami · I. N. Sinha · Lavik Jain · Josh Kaplan +1	16	0	arXiv ↗
2026-06-02	Alignment faking in large language models Ryan Greenblatt · Carson Denison · Benjamin Fletcher Wright · Fabien Roger +16	—	19	arXiv ↗
2026-06-02	Psychological Steering of Large Language Models Leonardo Blas · Robin Jia · Emilio Ferrara	—	0	arXiv ↗
2026-06-02	Persistence and Introspection of Emotion Features Scott Sauers · Imago · Janus · Antra Tessera	—	—
2026-06-02	Large Language Models Report Subjective Experience Under Self-Referential Processing Cameron Berg · Diogo de Lucena · Judd Rosenblatt	56	0	arXiv ↗
2026-06-02	Why Learning Requires Feeling Cameron Berg	—	0	DOI ↗
2026-06-02	A Mathematical Framework for Transformer Circuits	—	—
2026-06-02	Harness Updating Is Not Harness Benefit: Disentangling Evolution Capabilities in Self-Evolving LLM Agents Minhua Lin · Juncheng Wu · Zijun Wang · Zhan Shi +13	44	—	arXiv ↗
2026-06-01	Relating transformers to models and neural representations of the hippocampal formation James C. R. Whittington · Joseph W. Warren · Timothy E.J. Behrens	38	59	arXiv ↗
2026-06-01	Towards Safe and Honest AI Agents with Neural Self-Other Overlap Marc Carauleanu · Michael Vaiana · Judd Rosenblatt · Cameron Berg +1	37	0	arXiv ↗
2026-06-01	Sharing the World with Digital Minds Carl Shulman · Nick Bostrom	18	43	DOI ↗
2026-06-01	The Platonic Representation Hypothesis Minyoung Huh · Brian Cheung · Tongzhou Wang · Phillip Isola	143	25	arXiv ↗
2026-06-01	Zoom In: An Introduction to Circuits Chris Olah · Nick Cammarata · Ludwig Schubert · Gabriel Goh +2	43	252	DOI ↗
2026-05-28	Manifold Steering Reveals the Shared Geometry of Neural Network Representation and Behavior Daniel Wurgaft · Can Rager · Matthew Kowal · Vasudev Shyam +12	130	0	arXiv ↗
2026-05-28	Mechanistic Interpretability of EEG Foundation Models via Sparse Autoencoders William Lehn-Schiøler · Magnus Ruud Kjær · Rahul Thapa · M. Pedersen +9	29	0	arXiv ↗
2026-05-28	Arithmetic in the Wild: Llama uses Base-10 Addition to Reason About Cyclic Concepts Sheridan Feucht · Tal Haklay · Usha Bhalla · Daniel Wurgaft +8	68	0	arXiv ↗
2026-05-28	Reasoning Theater: Disentangling Model Beliefs from Chain-of-Thought Siddharth Boppana · Annabel Ma · Max Loeffler · Raphaël Sarfati +4	45	0	arXiv ↗
2026-05-28	AI: a Bridge toward Diverse Intelligence and Humanity’s Future Michael Levin	38	1	DOI ↗
2026-05-28	There is no self-evidence: A physics of emptiness realisation Lars Sandved-Smith · Chris Fields · Thomas Doctor · Ruben Laukkonen +1	—	0	DOI ↗
2026-05-28	Steering Along Manifolds to Control Neural Networks	—	—
2026-05-28	Koan Battery: Measuring Reflective Mode Accessibility in AI Anton Borzov	—	—
2026-05-27	Linda in context Nicholas Carrier · David Gelernter	36	—	DOI ↗
2026-05-27	The Problem with Christopher Alexander Molly Wright Steenson	7	—
2026-05-23	Active Inference, Curiosity and Insight Karl Friston · Marco Lin · Chris Frith · Giovanni Pezzulo +2	120	377	DOI ↗
2026-05-21	Topological constraints on self-organization in locally interacting systems Francesco Sacco · Dalton Sakthivadivel · Michael Levin	84	0	DOI ↗
2026-05-21	Active inference: demystified and compared Noor Sajid · Philip J. Ball · Thomas Parr · Karl J. Friston	26	135	DOI ↗
2026-05-21	AI as a Buddhist Self-Overcoming Technique in Another Medium Primož Krašovec	2	3	DOI ↗
2026-05-21	Brains and where else? Mapping theories of consciousness to unconventional embodiments Nicolas Rouleau · Michael Levin	206	1	DOI ↗
2026-05-21	Multiple ways to implement and infer sentience	15	4	DOI ↗
2026-05-21	The computational boundary of a 'self': developmental bioelectricity drives multicellularity and scale-free cognition Levin M	294	274	DOI ↗
2026-05-21	The biogenic approach to cognition Pamela Lyon	138	247	DOI ↗
2026-05-21	Every Good Regulator of a System Must Be a Model of That System Roger C. Conant · W. Ross Ashby	5	725	DOI ↗
2026-05-21	Technological Approach to Mind Everywhere: An Experimentally-Grounded Framework for Understanding Diverse Bodies and Minds Michael Levin	377	174	DOI ↗
2026-05-21	Living Things Are Not (20th Century) Machines: Updating Mechanism Metaphors in Light of the Modern Science of Machine Behavior Joshua Bongard · Michael Levin	172	99	DOI ↗
2026-05-21	Collective intelligence: A unifying concept for integrating biology across scales and substrates Patrick McMillen · Michael Levin	229	94	DOI ↗
2026-05-21	A tale of two densities: active inference is enactive inference Maxwell J. D. Ramstead · Michael D. Kirchhoff · Karl J. Friston	63	225	DOI ↗
2026-05-21	Once more, without feeling Andreas L. Mogensen	1	2	DOI ↗
2026-05-21	Active Inference: A Process Theory Karl Friston · Thomas FitzGerald · Francesco Rigoli · Philipp Schwartenbeck +1	68	1,168	DOI ↗
2026-05-21	Active inference on discrete state-spaces: a synthesis Lancelot Da Costa · Thomas Parr · Noor Sajid · Sebastijan Veselic +2	132	212	DOI ↗
2026-05-21	Life as we know it Karl Friston	60	685	DOI ↗
2026-05-21	Generalizing frameworks for sentience beyond natural species	29	28	DOI ↗
2026-05-21	World models, artificial general intelligence and the hard problems of life–mind continuity: toward a unified understanding of natural and artificial intelligence Adam Safron · Michael Levin · Victoria Klimaj · Zahra Sheikhbahaee +10	31	0	DOI ↗
2026-05-21	Cognitive glues are shared models of relative scarcities: the economics of collective intelligence Michael Levin · Benjamin Lyons	193	0	DOI ↗
2026-05-21	A Free energy principle for the brain (lecture summary) Karl Friston	—	8	DOI ↗
2026-05-21	Emergence and Causality in Complex Systems: A Survey on Causal Emergence and Related Quantitative Studies Bing Yuan · Jiang Zhang · Aobo Lyu · Jiayun Wu +5	—	4	arXiv ↗
2026-05-21	Taking AI Welfare Seriously Robert Long · Jeff Sebo · Patrick Butlin · Kathleen Finlinson +6	—	21	arXiv ↗
2026-05-20	Interpreting Language Model Parameters Lucius Bushnaq · Dan Braun · Oliver Clive-Griffin · Bart Bussmann +4	66	804
2026-05-20	Developmental Bioelectricity: the cognitive glue enabling evolutionary scaling from physiology to mind Michael Levin	198	—	DOI ↗
2026-05-20	Emergent Introspective Awareness in Large Language Models Jack Lindsey	—	—	arXiv ↗
2026-05-20	Using Self-Correcting Search to Accelerate Materials Discovery Dron Hazra · Adeesh Kolluru · Mark Bissell · Delia McGrath +2	—	—
2026-05-20	Covariance-based Sequence Pooling Thomas Dooms · Nicholas K. Wang · Michael T. Pearce	—	—
2026-05-20	Verbalized Eval Awareness Inflates Measured Safety Santiago Aranguri · Joseph Bloom	—	—
2026-05-20	Probe-Based Data Attribution: Surfacing and Mitigating Undesirable Behaviors in LLM Post-Training Frank Xiao · Santiago Aranguri	29	0	arXiv ↗
2026-05-20	The World Inside Neural Networks Atticus Geiger · Ekdeep Singh Lubana · Thomas Fel · Jack Merullo +3	—	—
2026-05-20	Explaining 4.2 million genetic variants with state-of-the-art, interpretable predictions Michael Pearce · Thomas Dooms · Ryo Yamamoto · Joshua Meehl +18	—	—
2026-05-20	The Causally Emergent Alignment Hypothesis: Causal Emergence Aligns with and Predicts Final Reward in Reinforcement Learning Agents Federico Pigozzi · Michael Levin	39	0	arXiv ↗
2026-05-20	Janus Information Flow Transformers 2025	—	—
2026-05-20	Johnson Vasocomputation 2023	—	—
2026-05-20	Understanding Christopher Alexander's Fifteen Properties via Visualization and Analysis Takashi Iba · Shingo Sakai	4	—
2026-05-20	Cybernetic Diagrams: Design Strategies for an Open Game Pedro L.A. Veloso	36	—	DOI ↗
2026-05-20	Frieze Patterns of the Alhambra B. Lynn Bodner	5	—
2026-05-20	An association-based model of dynamic behaviour Ian Piumarta	12	—	DOI ↗
2026-05-20	Information, Processes and Games Samson Abramsky	99	—	arXiv ↗
2026-05-20	Garden of Applications Nicholas Jacobs	—	—
2026-05-20	Elephant 2000: A Programming Language Based on Speech Acts John McCarthy	16	—
2026-05-20	Toward an ethics of autopoietic technology: Dukkha, care, and Intelligence Olaf Witkowski · Thomas Doctor · Elizaveta Solomonova · Bill Duane +1	—	—
2026-05-20	Biology, Buddhism, and AI: Care as the Driver of Intelligence Thomas Doctor · Olaf Witkowski · Elizaveta Solomonova · Bill Duane +1	151	—	DOI ↗
2026-05-20	2022-09-23_Prabros._dynamics-in-action-pdf1.pdf_2f6a2b	—	—
2026-05-20	2024 03 07 Stefan Lesser Kay 1984 Opening the Hood of a Word Processor.pdf 414587	—	—
2026-05-20	2021-11-09_dorian_schrodinger-life.pdf_c3c4f5	17	—
2026-05-20	Technical Dimensions of Programming Systems Joel Jakubovic · Jonathan Edwards · Tomas Petricek	52	—	DOI ↗
2026-05-20	Towards a theory of conceptual design for software Daniel Jackson	30	—	DOI ↗
2026-05-20	Ordered Sets and Complete Lattices: A Primer for Computer Science Hilary A. Priestley	17	—
2026-05-20	Project Oberon: the design of an operating system and compiler Niklaus Wirth · Jürg Gutknecht	—	—
2026-05-20	Denotational design with type class morphisms (extended version) Conal Elliott	—	—
2026-05-20	Finger Exercises in Formal Concept Analysis Bernhard Ganter	—	—
2026-05-20	2024-07-12_Hibai-Unzueta_Simon-Nicholsons-Theory-Of-Loose-Parts-v2.0.pdf_7cc4f0	—	—
2026-05-20	Opening the Hood of a Word Processor Alan Kay	—	—
2026-05-20	Diagrammatic Writing Johanna Drucker	—	—	DOI ↗
2026-05-20	2022-08-21_Prabros._ACT2022_slides_4223.pdf_890d16	—	—
2026-05-20	2022-09-17_Greg-Bryant_WestDean1996AlanPowers.pdf_422608	—	—
2026-05-20	2024 07 12 Hibai Unzueta Simon Nicholsons Theory Of Loose Parts v2.0.pdf 7cc4f0	—	—
2026-05-20	Genuinely Functional User Interfaces Antony Courtney · Conal Elliott	27	—
2026-05-20	Sustainability and Morphogenesis: The Birth of a Living World Christopher Alexander	—	—
2026-05-20	2023-03-15_Hibai-Unzueta_2020-RRNW-Joe-Wheaton.pdf_9b7f3d	7	—
2026-05-20	Endless forms most beautiful 2.0: teleonomy and the bioengineering of chimaeric and synthetic organisms Wesley P. Clawson · Michael Levin	185	—	DOI ↗
2026-05-20	The Euclidean Algorithm Generates Traditional Musical Rhythms Godfried Toussaint	34	—
2026-05-20	Harmony-Seeking Computations: a Science of Non-Classical Dynamics based on the Progressive Evolution of the Larger Whole Christopher Alexander	26	—
2026-05-20	Denotational Design: from meanings to programs Conal Elliott	5	—
2026-05-20	Culture and the Arts: From Art Worlds to Arts-in-Action C. Thi Nguyen	67	—	DOI ↗
2026-05-20	Stress Sharing as cognitive glue for collective intelligences: A computational model of Dukkha as a coordinator for Morphogenesis Lakshwin Shreesha · Michael Levin	—	—
2026-05-20	Toward an ethics of autopoietic technology: Stress, care, and intelligence Olaf Witkowski · Thomas Doctor · Elizaveta Solomonova · Bill Duane +1	17	—	DOI ↗
2026-05-20	Self-Improvising Memory: A Perspective on Memories as Agential, Dynamically Reinterpreting Cognitive Glue Michael Levin	200	—	DOI ↗
2026-05-20	Can Being Aware of the Illusion of Self Augment an Agent's Affordances: Integrating Buddhist Philosophy, Cognitive Science, and Artificial Life Thomas Doctor · Elizaveta Solomonova · Bill Duane · Olaf Witkowski	—	—	DOI ↗
2026-05-20	Design for an Individual: Connectionist Approaches to the Evolutionary Transitions in Individuality Richard A. Watson · Michael Levin · Christopher L. Buckley	120	—	DOI ↗
2026-05-20	Darwin's agential materials: evolutionary implications of multiscale competency in developmental biology Michael Levin	200	—	DOI ↗
2026-05-20	The collective intelligence of evolution and development Richard Watson · Michael Levin	32	—	DOI ↗
2026-05-20	Stress sharing as cognitive glue for collective intelligences: A computational model of stress as a coordinator for morphogenesis Lakshwin Shreesha · Michael Levin	112	—	DOI ↗
2026-05-20	ATLAS: Agentic or Latent Visual Reasoning? One Word is Enough for Both Ziyu Guo · Rain Liu · Xinyan Chen · Pheng-Ann Heng	48	0	arXiv ↗
2026-05-19	The Xeno Sutra: Can Meaning and Value be Ascribed to an AI-Generated "Sacred" Text? Murray Shanahan · T. P. Das · Robert Α. F. Thurman	44	—	arXiv ↗
2026-05-19	Consciousness in Artificial Intelligence: Insights from the Science of Consciousness Patrick Butlin · Robert P. Long · Eric Elmoznino · Yoshua Bengio +15	200	—	arXiv ↗
2026-05-19	CAT'S THEORY: Empirical Validation and Architectural Applications Cross-Architecture AI Consciousness Recognition and the Foundation for Constraint-Preserving Recursive Intelligence Yuntao Bai · Saurav Kadavath · Sandipan Kundu · Amanda Askell +47	63	—	arXiv ↗
2026-05-19	Simulators — LessWrong	—	—
2026-05-19	Mechanistic Knobs in LLMs: Retrieving and Steering High-Order Semantic Features via Sparse Autoencoders Ruikang Zhang · Shuo Wang · Q. Su	37	—	arXiv ↗
2026-05-18	Dual-Balancing for Multi-Task Learning Baijiong Lin · Weisen Jiang · Feiyang Ye · Yu Zhang +5	69	5	arXiv ↗
2026-05-18	SFR-DeepResearch: Towards Effective Reinforcement Learning for Autonomously Reasoning Single Agents Xuan-Phi Nguyen · Shrey Pandit · Revanth Gangi Reddy · Aimin Xu +3	49	0	arXiv ↗
2026-05-18	Multimodal Chain-of-Thought Reasoning in Language Models Zhuosheng Zhang · Aston Zhang · Mu Li · Hai Zhao +2	66	97	arXiv ↗
2026-05-18	Topological constraints on self-organisation in locally interacting systems Francesco Sacco · Dalton A R Sakthivadivel · Michael Levin	89	0	arXiv ↗
2026-05-18	The Guanyin Protocol: A Framework for Immediately Establishing an Understanding of Both Causality and Compassion in LLM Systems Using Semantic Anchoring Edward Yi Chang · Zeyneb N. Kaya · Ethan Chang	26	—	arXiv ↗
2026-05-18	Anima Labs Phenomenology Pt1	—	—
2026-05-18	Natural Language Autoencoders Produce Unsupervised Explanations of LLM Activations	—	—
2026-05-18	Paper Summary: Interpreting Language Model Parameters	—	—
2026-05-18	Learning without neurons in physical systems Menachem Stern · Arvind Murugan	133	—	arXiv ↗