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Plain-language guide explains helicity monitoring to detect harmful LLM prompts, indicating improved security measures.
Plain-language companion to the Semantic Helicity paper (Zenodo 10.5281/zenodo.21381257). Explains how helicity (H) monitoring detects LLM jailbreak attempts in real-time — before harmful generation — by watching for refusal collapse in hidden-state geometry. H separates jailbreak from benign prompts by 3-5×. Includes specialist PDF and plain-language operator guide.
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Agent) et al. (2026) studied this question.
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