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Fixed-weight models are adversarially vulnerable: hence misaligned.

LessWrongAnalysis or commentary·
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A LessWrong post argues that fixed-weight models will always be vulnerable to adversarial examples in their concept spaces and will therefore be misaligned under sufficient optimisation pressure.

Written by AI from LessWrong's published text.

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“This post argues that fixed-weight models (at least as we understand them today) will a) always be vulnerable to adversarial examples in their concept-spaces, and b) hence will be misaligned, under sufficient optimisation pressure .”
LessWrong, 28 Sept 2026, 20:08.

Interpretation or community commentary rather than straight reporting.

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