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Differentiating learning curves from Occam curves

In-context learning as a kind of symbolic-AutoML: Lyapunov conjecture for CoTs

Have you ever wondered what's the ultimate physical limit of data storage?

LogSoftMax Should Be Preferred?

Lyapunov Conjecture for Chain of Thought

Stability in In-Context Learning

Stability of In-Context Learning

It wasn't surprising that NNs got Nobel in Physics

AutoML: On the fallacy of many-shot in-context learning

Vanilla attention mechanism encodes causality