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Is scaling all you need for AI Large Language Models? Scaling laws and the Inverse Scaling Challenge. Featuring Ian McKenzie, FAR AI Research Scientist

Orchestrate all the Things

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Is Reproducibility a Criterion?

Reproducibility is a really important one. I was actually a little bit surprised to see that as a criterion of its own. In other cases, maybe it gets weaker if you change too many parameters, but too many details of the setup. But yes, in general, it is important for the results to replicate. And there's always degrees to how much this is the case.

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