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Interacting with thoughtful AI
Proposes a paradigm where AI functions as a continuously thinking entity rather than a passive responder, enabling proactive collaboration through surfacing intermediate thoughts, full-duplex processing, and shared cognitive workspaces.
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Proposes a paradigm where AI functions as a continuously thinking entity rather than a passive responder, enabling proactive collaboration through surfacing intermediate thoughts, full-duplex processing, and shared cognitive workspaces. Liu et al. argue that the turn-taking model of interaction constrains what AI can contribute. A continuously thinking AI can interject, raise concerns mid-task, and share the reasoning that leads to a response rather than just the response itself.
Published 2025.