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Allie K. Miller shares five non-coding methods for AI adversarial reviews

1 article1 sourcesince Nov 11Last article

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Allie K. Miller says she gets better AI adversarial reviews by having Claude run three persona subagents: a product fan, a hostile critic and a confused user.

She also says the review can produce multimodal outputs such as video walkthroughs, screenshots and fake tweets, that the work can be cross-checked with other AI systems, and that feedback can pass between the subagents and the main agent. In her report, she adds that reviews improve when the AI is told the work belongs to someone else.

The report is a single X post from Miller, and it gives no test results or comparisons supporting these claims.

Written by AI from the articles below · updated Nov 11, 11:11 AM ET

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Nov 11
  1. Allie K. MillerX
    Allie K. Miller shares five non-coding methods for AI adversarial reviews

    AIAllie K. Miller says she improves AI adversarial reviews by having Claude run three persona subagents, from a product fan to a hostile critic to a confused user. She adds multimodal review outputs such as video walkthroughs, screenshots and fake tweets, cross-checks work with other AI systems, and passes feedback back and forth between subagents and the main agent. She also says reviews improve when the AI is told the work belongs to someone else.

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