Why it matters

Persuasion evals shape disinfo concern. Understanding shapes safety.

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The architecture

Human subject A/B: view before + after LLM message.

Measure opinion shift.

Multiple topics.

Persuasion eval flowPre-viewbaseline opinionLLM messagetargeted persuasionPost-viewopinion shiftAnthropic + academic studies; ethical considerations + IRB critical
Persuasion evals.
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How it works end to end

Human subject studies.

Ethical review.

Multiple topic domains.

Baseline vs LLM comparison.