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2min chapter
Jesse Hoogland on Developmental Interpretability and Singular Learning Theory
The Inside View
The Importance of Singular Learning Theory
singular learning theory tells us that it's a few points in this landscape that determine the overall learning behavior. And so when you're learning, you want to come up with the simplest possible explanation for the data. SLT tells us that by understanding the local geometry around these critical points, such as equilibria, stable or unstable and similar points like that, they decide the overalllearning behavior.
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