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Jeff Beck: evaluation

25 Jan 2026 Machine Learning Street Talk VAEs Are Energy-Based Models? [Dr. Jeff Beck]

“Geometric deep learning is a big part of like is a big part of the stack if for no other reason than when we talk about, like, modeling the physical world. That means, like, incorporating the symmetries that exist in the physical world.”

— Jeff Beck

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Speaker
Jeff Beck
Attribution
Verified speaker
Claim type
evaluation
Recorded
25 Jan 2026
Publisher
Machine Learning Street Talk

Transcript context

Geometric deep learning is a big part of like is a big part of the stack if for no other reason than when we talk about, like, modeling the physical world. That means, like, incorporating the symmetries that exist in the physical world. So it's like we're highly motivated to employ a lot of those methods and techniques. But is the world written in code? Or do you mean exploiting the regularities in the code that seem to have some…

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