IBM Highlights Interoperability As Key To Scaling AI Agents - Quantum Zeitgeist
IBM Highlights Interoperability As Key To Scaling AI Agents Quantum Zeitgeist
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Comparing Human Oversight Strategies for Computer-Use Agents
arXiv:2604.04918v1 Announce Type: new Abstract: LLM-powered computer-use agents (CUAs) are shifting users from direct manipulation to supervisory coordination. Existing oversight mechanisms, however, have largely been studied as isolated interface features, making broader oversight strategies difficult to compare. We conceptualize CUA oversight as a structural coordination problem defined by delegation structure and engagement level, and use this lens to compare four oversight strategies in a mixed-methods study with 48 participants in a live web environment. Our results show that oversight strategy more reliably shaped users' exposure to problematic actions than their ability to correct them once visible. Plan-based strategies were associated with lower rates of agent problematic-action o
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