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Proceedings of the National Academy of Sciences  ·  28 August 2026  ·  From issue 29

Personality pairing improves human-AI collaboration

Matching human and AI personalities changed ad quality, clicks, and cost.

Harang Ju, Sinan Aral.

Integrity screen: passed (3 checks) Checked 31 August 2026. Read the source

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