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Truth Lies Deep: Countering Semantic Camouflage via Latent Intent Verification

This story is from 2026-08-24. It is preserved in the archive; the latest stories are on the live feed.

arXiv:2608.20378v1 Announce Type: new Abstract: Safety alignment in Large Language Models (LLMs) is often superficial, relying on refusal mechanisms that trigger only at the final stages of generation without erasing the foundational knowledge of harmful concepts acquired during pretraining. This s…

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  1. 2026-08-24 04:00 · arXiv cs.AI
    Truth Lies Deep: Countering Semantic Camouflage via Latent Intent Verification

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