Wait! There's a Way Out: A Decision Mechanism for Forecasting Conversational Derailment

In three linesMethod to forecast conversational derailment (personal attacks) in real-time. Decouples alert triggering from derailment likelihood estimation using forward-looking simulations to assess plausible recovery paths. Reduces false positives without sacrificing forecasting accuracy.

Summary generated by Claude — human-verified