Machine Learning Street Talk (MLST) cover image

Sara Hooker - Why US AI Act Compute Thresholds Are Misguided

Machine Learning Street Talk (MLST)

NOTE

Comparing Against a Reference Class Dynamically

When making comparisons or assessments, it is crucial to have a reference class to compare against. Whether it is in the realm of real estate agents comparing houses, or in domains like biology or language models with different compute requirements, the comparison should be done relative to the reference class and dynamically. Relying on a single inflection point for assessing risk is not effective, as circumstances change constantly.

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