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The thing that's so special about transformers is they can be trained end to end with gradient descent. You don't have to come up with the algorithm yourself. You just show the network examples of inputs and outputs and it figures out the algorithm. And because the algorithm is learned rather than programmed, it can be much more sophisticated than anything a human could come up with.

Invest Like the Best with Patrick O'Shaughnessy
2d ago

It was basically sort of thought to be career suicide. Like of course we know AI doesn't work. You know, we tried it in the 90s, places like MIT and it was a dead end. You know, and that was the prevailing view. But we just felt the small band of us felt that that actually with the right ideas and using learning systems, reinforcement learning and betting on neural networks that a lot of fast progress could be made.

2w ago

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