Greg Kamradt: attribution analysis could tease out AI's per-person dollar gains

GregKamradt · x · 2026-11-04

In a discussion with @omarsar0, Greg Kamradt argues benchmarks need rethinking: task completion feels outdated, and while human-in-the-loop complicates measurement until AI runs businesses on its own, good attribution analysis may be able to isolate AI's per-person dollar gains. The thread pushes for measuring models' actual economic value rather than raw task completion.

Related event: Greg Kamradt: AI Benchmarks Should Measure Contribution to Knowledge Frontier(3 posts)→

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