TRAFA: Anticipating User Actions to Reduce Errors in Procedural Tasks with Predictive Feedback 事件

TRAFA: Anticipating User Actions to Reduce Errors in Procedural Tasks with Predictive Feedback arXiv:2605.24526v1 Announce Type: cross Abstract: Interactive assistance systems typically provide feedback after an action has been completed, supporting error recovery but not preventing the error itself. We present TRAFA, a real-time predictive feedback system for procedural tasks that intervenes before errors are committed. TRAFA operationalizes predictive feedback through a Track-Forecast-Act fra