Manifold of Failure: Behavioral Attraction Basins in Language Models

arXiv:2602.22291v2 Announce Type: replace Abstract: While prior work has focused on projecting adversarial examples back onto the manifold of natural data to restore safety, we argue that a comprehensive understanding of AI safety requires characterizing the unsafe regions the...

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