Source record

Published by arXiv cs.MA (T1 source). The original is at https://arxiv.org/abs/2608.06926.

Pipeline notes

The summary and note below are generated by the signal pipeline — they are Beyond Desk’s reading, not quotations from the source.

TRIBE is a domain-independent method that predicts team performance from communication patterns, identifying performance-predictive behavioral tribes as early as 10% into a task. Tested on four datasets, it shows AI agents significantly alter team behavioral trajectories while human advisors align with natural team dynamics.

Quantifies how AI agents reshape team communication differently from human advisors, with implications for deploying AI assistants in collaborative settings.

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