Join us on March 11 at 10 AM Pacific for the “Debugging the Future: Strategies for Validating World Models and Action-Conditioned Video” workshop.
Topics explored:
- Validation paradox: How do you evaluate a model that generates predictions of what should happen rather than classifying what did happen?
- Data curation at scale: Managing petabyte-scale video datasets while capturing rare edge cases (the "long tail" of unusual events) without prohibitive storage costs
- Temporal consistency: Ensuring coherent physics and causality across video sequences when training data is fragmented across multiple storage systems
Solutions explored:
- Feedback loops connecting generative model outputs back to real-world physical validation
- Federated data strategies for managing distributed video datasets
- Collaborative evaluation frameworks for assessing model quality
- Techniques to transform video from raw storage into structured, queryable data assets
See you online!
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