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Re:LLM-as-a-Courtroom by thatjoeoverthr on Tuesday January 27, 2026 @05:37PM (#46788104)
If you do want a numeric scale, ask for a binary (e.g. true / false) and read the log probs.
Re:LLM-as-a-Courtroom by kyeb on Tuesday January 27, 2026 @05:48PM (#46788251)
(disclaimer: I work at Falconer)

you would think so! but that's only optimal if the model already has all the information in recent context to make an optimally-informed decision.

in practice, this is a neat context engineering trick, where the different LLM calls in the "courtroom" have different context and can contribute independent bits of reasoning to the overall "case"

Re:LLM-as-a-Courtroom by aryamanagraw on Tuesday January 27, 2026 @06:34PM (#46788739)
That's the thing with documentation; there are hardly any situations where a simple true/false works. Product decisions have many caveats and evolving behaviors coming from different people. At that point, a numerical grading format isn't something we even want — we want reasoning, not ratings.