Source record

Published by arXiv cs.HC (T1 source). The original is at https://arxiv.org/abs/2607.13679.

Pipeline notes

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

An arXiv study examines 2,991 GitHub projects two years before and after each adopted its first bot, treating bots as team participants. Bot adoption is associated with more repeated collaboration, greater recognition of specific bots, fewer conflict cascades, and more distinctive outputs, clustering around adoption rather than accumulating gradually.

Large-scale empirical evidence that predictable, rule-based agents can function as social infrastructure in human teams. Useful framing for anyone designing agent integrations that go beyond tool use.

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