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Jesse Hoogland on Developmental Interpretability and Singular Learning Theory
The Inside View
The Importance of Singular Learning Theory in AI Safety
singular learning theory is something like the thermodynamics of learning. It takes a bunch of ideas that we understand pretty well from physics and applies into neural networks to making sense of them. You can see it as a kind of application of thermodynamics to neural networks. And then this one other thing, computational mechanics, epsilon machines.
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