AINeutralarXiv – CS AI · Mar 266/10
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From Sycophancy to Sensemaking: Premise Governance for Human-AI Decision Making
Researchers propose a new framework for human-AI decision making that shifts from AI systems providing fluent but potentially sycophantic answers to collaborative premise governance. The approach uses discrepancy-driven control loops to detect conflicts and ensure commitment to decision-critical premises before taking action.