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Episode 29: Jim Fan, NVIDIA, on foundation models for embodied agents, scaling data, and why prompt engineering will become irrelevant
Generally Intelligent
Is There a Convergence of AI Fields?
I think that's a great question. So the fact that I jumped around a lot means I kind of getting like different fields at different points in time. And I observed that all of these fields, like in green speech, video, semi-supervised learning, distributed systems, all of that start to use like neural networks instead of hand-engineered pipelines. All of these fields are converging towards that. But the other thing that I didn't like when I was jumping around is that you need to have still a lot of domain-specific biases in each of these little soft fields. In my particular work, we developed like a new kind of 3D neural network based on the ship
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