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Large Language ModelsAI Safety & AlignmentAlignment ForumPublished: Sep 29, 2026, 10:00 JST

Fixed-weight models always adversarial, hence misaligned

Fixed-weight models always adversarial, hence misaligned

A post on the Alignment Forum argues that fixed-weight models (as understood today) will always be vulnerable to adversarial examples in their concept-spaces, and hence misaligned under sufficient optimisation pressure.

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