AIBullisharXiv – CS AI · 3h ago7/10
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UserHarness: Harnessing User Minds for Stronger Agent Theory-of-Mind
Researchers introduce UserHarness, a framework that improves AI agents' Theory-of-Mind capabilities by explicitly reconstructing user mental states rather than modeling behavior indirectly. The approach achieves 95.94% accuracy across five benchmarks, demonstrating significant improvements over existing methods and offering a foundation for building more adaptive AI assistants.