Fixed-weight models are adversarially vulnerable: hence misaligned

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.Boundaries in concept spaceTo serve any purpose whatsoever, an AI…