Video Lectures

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While conducting a series of number-theoretic machine learning experiments, He, Lee, Oliver, and Pozdnyakov noticed a curious oscillation in the averages of Frobenius traces of elliptic curves over Q.  If one computes the average value of a_p(E) for...

The conformal bootstrap equations in general dimension are an infinite set of coupled non-linear equations in infinitely many variables. According to the lore, the solutions of the full set of equations correspond to physical CFTs. At the same time...

This will be a discussion about large language models such as OpenAI’s GPT series, oriented towards physicists.

After a brief survey of the state of the art, we describe transformer models in detail, and discuss current ideas on how they work and...