AXRP - the AI X-risk Research Podcast cover image

22 - Shard Theory with Quintin Pope

AXRP - the AI X-risk Research Podcast

CHAPTER

The Inductive Biases of Neural Networks

singular learning theory is saying that like the geometry of this parameter function map is determining the inductive biases of the network. The brain has a bunch of internal loss functions and labelings of all sorts of wild stuff, he says. Changes in brain parameters are statistically more likely to change your beliefs about the world than creating an exception for one particular point you're classifying.

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