world-models-calibrated-uncertainty

Quantify confidence in video generation by estimating latent-space uncertainty and mapping to interpretable heatmaps. Detect untrustworthy regions in generated frames for robot planning and policy evaluation—critical when video hallucinations could cause real-world failures.

Independent GitHub snapshot · Automated classification · Original documentation governs