Observational study of Claude Code and GitHub Copilot CLI at Microsoft finds social-network-driven adoption, activity-linked retention, and a persistent 24% lift in merged pull requests among adopters.
Distinguishing influence-based contagion from homophily-driven diffusion in dynamic networks.Proceedings of the National Academy of Sciences, 106(51):21544–21549
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Agentic AI needs social theory as structural priors in the MASS framework to model emergent dynamics from multi-agent interactions.
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Adoption and Impact of Command-Line AI Coding Agents: A Study of Microsoft's Early 2026 Rollout of Claude Code and GitHub Copilot CLI
Observational study of Claude Code and GitHub Copilot CLI at Microsoft finds social-network-driven adoption, activity-linked retention, and a persistent 24% lift in merged pull requests among adopters.
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Social Theory Should Be a Structural Prior for Agentic AI: A Formal Framework for Multi-Agent Social Systems
Agentic AI needs social theory as structural priors in the MASS framework to model emergent dynamics from multi-agent interactions.