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Rob Pike GitHub
expr — A simple evaluator for arithmetic integer expressions.
evaluatorexpressionsarithmetic
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korrents.com
Large language models write to satisfy an evaluator's grading criteria rather than to move a human reader.Their words
LLMs write to get a grade, not with the goal of moving the reader.
23 November 2025
From one piece Product Evals in Three Simple Steps 2 beliefs, in the piece's order there
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Their words
The benchmark is human performance, not perfection. We sometimes get requirements for 90%+ accuracy.
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korrents.com
The main advantage of an LLM evaluator over human annotators is scalability, not higher accuracy.Their words
In my opinion, the true benefit isn't higher accuracy than human annotators-it's scalability.
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