Author

James Zou

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#human-computer interacti... Preprint Oct 2026

Human-AI Conversational Behaviors Predict Unassisted Task Performance

Assistance from AI tools has supported and improved human performance across domains. However, recent research suggests that these immediate benefits may entail future costs, including diminished performance when AI assistance is no longer available. We study how human-AI interaction behaviors correlate with immediate...

Si-Yan Li, Federico Bianchi, James Zou et al. · 0 citations

#artificial intelligence Preprint Sep 2026

Self-Organizing Agent Teams Learn to Reason Together

Self-Organizing Agent Teams (SAT) are introduced, fixed teams of AI agents that learn reusable strategies from prior collaborations to organize roles, conversational phases, participation, and information flow, suggesting that organization itself can become an agent capability.

Aneesh Pappu, M. Suzgun, Yongchan Kwon et al. · 1 citation