Topic
human-ai collaboration
Artificial Intelligence #human-ai collaboration#shared workspace
How Shared Workspace Human-AI Teams Achieve Synergy: Lessons from Collaborative Gym
A study from arXiv researchers using Collaborative Gym and DiscoveryBench tasks across 1,482 sessions reveals that adding human collaborators to AI teams can reduce performance without proper coordination. Scaffolding with shared group memory and simulated human-in-the-loop gates improved mean performance, especially in three-person teams, highlighting the importance of coordination structure over raw capability.
Jul 8, 2026 1 source
Artificial Intelligence #human-ai collaboration#corporate decision-making
Rethinking Human-AI Decision-Making: A Knowledge Framework for Corporations
A position paper on arXiv examines how organizations should store knowledge and allocate decision-making authority between humans and AI, proposing a framework that maps task attributes to agency levels. The framework is illustrated using two manufacturing tasks: visual quality inspection and factory location.
Jun 16, 2026 1 source