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Annya L. Dahmani

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#artificial intelligence Preprint Oct 2026

Towards Human-AI Complementarity for AI Safety

Safely overseeing AI is increasingly challenging for the humans doing it, as they must evaluate longer and more complex outputs with every new model generation. To mitigate this challenge, we could leverage complementarity: where humans and models make different mistakes, combining their judgements could yield an overs...

S.-X. Shi, M. Christ, Eric Modesitt et al. · 0 citations
#artificial intelligence Review Sep 2026

Ownership in AI-Assisted Everyday Tasks

It is found that felt ownership depends on the process of collaboration: people disown work when they merely approve AI's suggestions, but retain ownership when they lead, iterate, or rewrite, but retain ownership when they lead, iterate, or rewrite.

Megan Wei, Melanie Subbiah, Audrey Lee et al. · 0 citations

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