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Episode 59: Calibrated Confidence in Controllable Video Models
# Calibrated Confidence in Controllable Video Models
In the recent preprint *“World Models That Know When They Don't Know: Controllable Video Generation with Calibrated Uncertainty”* (Mei et al., 2025) ([huggingface.co](https://huggingface.co/papers/2512.05927#:~:text=empower%20video%20models%20...
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By Shaoqing Tan# Calibrated Confidence in Controllable Video Models
In the recent preprint *“World Models That Know When They Don't Know: Controllable Video Generation with Calibrated Uncertainty”* (Mei et al., 2025) ([huggingface.co](https://huggingface.co/papers/2512.05927#:~:text=empower%20video%20models%20...