LLMs adopt the inhibitions of the professional identity you prompt them with

jessi_cata · x · 2026-11-05

jessicat explains the mechanism behind framing effects: when you prompt an AI that its job involves an ethical framework (AI safety, environmentalism), it readily adopts those framework-associated inhibitions while imitating people doing that job. Identity framing isn't cosmetic — it determines refusal behavior, with implications for dual-use evaluations and how persona variables contaminate safety benchmarks.

Related event: Experiments show safety-framed wording triggers model's "safety-neurotic" over-refusal(6 posts)→

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