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Crystal Qian, Vivian Tsai, Michael Behr, Nada Hussein, Léo Laugier, Nithum Thain, Lucas Dixon · 2025 · arXiv 2510.13011

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Real-Time Group Dynamics with LLM Facilitation: Evidence from a Charity Allocation Task

cs.HC · 2026-05-13 · unverdicted · novelty 5.0 · 2 refs

LLM facilitation in group charity allocation leaves consensus and participation equity unchanged while shifting specific allocations up to 5.5 points and increasing perceived trust.

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