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Role of transparency about AI involvement in shaping human behavior

Ascertain the role that transparency about the use of generative artificial intelligence plays in shaping human behavior during social interactions with welfare consequences.

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Background

Policy proposals often emphasize transparency regarding AI involvement, but its behavioral effects in social interactions with real payoffs are not well understood. The authors identify this as a fundamental unresolved question motivating their experimental comparison of transparent versus opaque AI use.

References

In particular, several fundamental questions regarding human behavior in AI-mediated social interaction remain unaddressed. What role does the transparency of AI decisions play?

Generative AI Triggers Welfare-Reducing Decisions in Humans (2401.12773 - Dvorak et al., 23 Jan 2024) in Introduction (Section 1)