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AI

Schema Evolution in AI Pipelines

Upstream will add a field, rename a field, change a type from string to object, and start sending null where it never did. None of that is avoidable.

AI

Sample Efficiency: Humans vs Models

Everyone agrees models need far more data than children. The size of the gap depends entirely on decisions about what to count, and those decisions move the answer by more than the disagreement they…

AI

Quantifying the AI boom crowding-out effect

When investment on the scale of the current AI boom occurs, it inevitably has to come at the expense of something. All the resources devoted to building data centers and developing AI models would…

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