receipt for · brendansmithelion.com/writing/inspect-evaluate-repair-revalidate/
Repair the claim. Recheck the consequences. — Brendan Smith-Elion
awaiting safety review
Judge models have documented biases (Zheng et al.); a good score isn’t proof that the answer is right.
awaiting safety review
Anthropic describes an evaluate-and-refine loop as useful when criteria are clear and improvement can be assessed (“Building effective agents”).
awaiting safety review
I’m building Fact Riot around the same idea: claims you can trace to sources, dispute and correct in the open.