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The main advantage of an LLM evaluator over human annotators is scalability, not higher accuracy.
Drawn from what Eugene Yan said
SubjectLLMs
What Eugene Yan actually said
Word for word, with the source under each one. They did not write this page.
Member of technical staff at Anthropic
In my opinion, the true benefit isn't higher accuracy than human annotators-it's scalability.
Where this was said
↗Product Evals in Three Simple Stepseugeneyan.com
All 3 korrents from this piecethis one is 3rd
Added to korrents 23 Nov 2025 · How quotes work · Something wrong? Tell us
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Our reading — they may agree, disagree or merely touch the same thing. Closest first: a shared subject counts for most, then how near the wording is.