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LLMs use "safety" specific neuron layers to identify vulnerabilities in code(arxiv.org)
5 points by summarity 12 hours ago | 2 comments
westurner 11 hours ago | parent [-]

> 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

westurner 11 hours ago | parent [-]

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,