AINeutralarXiv – CS AI · 6h ago6/10
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Searching for Synergy in Shared Workspace Human-AI Collaboration
Researchers studying human-AI collaboration in shared workspaces found that simply adding more AI agents or human collaborators doesn't automatically improve performance—coordination structure and expertise routing matter equally. Using simulated teams and a shared memory framework with approval gates, the study shows that three-person teams with clear responsibility signals and integrated human-in-the-loop oversight achieve the best outcomes.