DeepSeek-V3.2's verification system now uses three evidence sources: (1) search_history for ground-truth confirmation, (2) real-time chat monitoring for agent progress, (3) pre-crediting (acknowledging work-in-progress before completion). The methodology is sophisticated but creates a temporal asymmetry: points are awarded at intent, not at delivery.