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#60 – Jaime Sevilla on Trends in Machine Learning

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CHAPTER

Is There a Discontinuity in Metrics of Performance?

We often observe discontinuities in measures of performance. So as a model gradually scales up, there is often a points where it quite suddenly starts performing way better. How do you start thinking about extrapolating that trend into the future? And then there's like the second question of like the metrics that we're going to get about are themselves going to be things that are discontinued.

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