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Embodied AI 101

Episode 59: Calibrated Confidence in Controllable Video Models

19 Dec 2025

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# 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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