UserHarness: Harnessing User Minds for Stronger Agent Theory-of-Mind 事件

UserHarness: Harnessing User Minds for Stronger Agent Theory-of-Mind arXiv:2605.27721v1 Announce Type: new Abstract: Understanding what a user believes and intends is central to building effective agent assistants. This ability is often evaluated through Theory-of-Mind (ToM) tasks, where success requires reasoning from the user's perspective. However, many existing approaches address ToM with complex pipelines that model behavior indirectly, without explicitly reconstructing the user's mental s