LLMs use "safety" specific neuron layers to identify vulnerabilities in code

2 comments

• westurner 11 hours ago

  > Circuit Tracer on Gemma-2-2b

  decoderesearch/circuit-tracer: https://github.com/decoderesearch/circuit-tracer

  ScholarlyArticle: "Dissecting the Black Box: Circuit-Level Analysis of LLM Vulnerability Detection" (2026-05) https://arxiv.org/abs/2605.29901v1

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  • westurner 11 hours ago

    Explainable AI: https://en.wikipedia.org/wiki/Explainable_artificial_intelli...

    "Harmonic Loss Trains Interpretable AI Models" (2025) https://news.ycombinator.com/item?id=42941954 :

    > Harmonic loss enables improved interpretability and faster convergence, owing to its scale invariance and finite convergence point by design,