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News/Latent Undertow: How Ordinary Typos Break Probes
arxiv
PublishedSeptember 16, 2026 at 4:00 AM
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Latent Undertow: How Ordinary Typos Break Probes

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Publisher summary· verbatim

arXiv:2609.15994v1 Announce Type: new Abstract: LLMs handle ordinary typing variation fluently: a typo or missing punctuation leaves both user intent and the model's response substantively unchanged. Yet probes that detect malicious prompts by reading the model's hidden states tell a different story

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