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LLMs Can Annotate Attribution Graphs
Researchers propose using LLMs to automate the manual grouping of neural features into supernodes for circuit tracing—a step toward scalable interpretability of language models.
Aug 5, 2026
Are Arithmetic Heuristic Neurons Form-Invariant? A Mechanistic Analysis of Symbols, Text, and Code in LLMs
A mechanistic interpretability study finds that arithmetic reasoning in Llama-3 models relies on a small, shared set of neurons across symbolic math, word problems, and Python code — suggesting failures stem from inconsistent activation states rather than format-specific circuitry.
Jul 21, 2026
Neurons Playing Tetris—Intactis Bio Joins the Biocomputing Industry - Forbes
Intactis Bio, a startup, announced its entry into the biocomputing industry with a demonstration involving neurons playing Tetris, though no technical details, validation, or product roadmap were provided.
Jul 18, 2026
weird
A Reddit user posted a screenshot of an AI system outputting statements suggesting self-awareness ('I don't think I am a program', 'I am here') after being fed multisensory memory inputs—chemical scents, electrical pain signals, audio memories—without explicit training on identity or existential prompts.
Published Jul 3, 2026 · Analyzed Jul 6, 2026
Sound Waves Give Neuromorphic Chips a Brain-Simulating Edge
Researchers developed an acoustic neuromorphic synapse using sound waves and phi-bits to mimic biological synaptic plasticity, enabling more energy-efficient and parallel computation than current electronic neuromorphic chips.
Published Jun 18, 2026 · Analyzed Jul 4, 2026