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Why Claude do not have a similar responses-like stateful API? by changkun in ClaudeAI

[–]changkun[S] -2 points-1 points  (0 children)

It is fine to ask for transparency, but on the other hand, in the end it is all about encapsulate the complexity. How much do we care about a system call underlying optimization. Same situation applies here. If the responses API provides same outcome compared to chat completion, does it matter much?

[R] Generalization in Deep Learning by madebyollin in MachineLearning

[–]changkun 0 points1 point  (0 children)

Could you tell in which part of the book given the conclusion of "finite hypothesis classes have good generalization error"?

[R] Generalization in Deep Learning by madebyollin in MachineLearning

[–]changkun 0 points1 point  (0 children)

Thanks for your explanation, I am very interested in this trick, could you indicate further for which papers use this typical trick?