Nobody has shipped an LLM that grades its own draft without a human in the loop
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We went looking for prior art on a specific combination: a runner generates a draft with an LLM, a deterministic gate checks it, and — with no human reading it first — the gate decides whether it goes out. Every pipeline we found does one of two things instead. Pipeline A: fully automated, but the…
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- 2026-08-25 01:31 · DEV Community — AI
Nobody has shipped an LLM that grades its own draft without a human in the loop