# ai-quality

Without guardrails like CI, the pre-commit gate, the tribunal, and the validator, how bad do AI-written articles get? gu-log has 500+, and the answer needs no imagination — this post, SD-26, is the specimen: it passed every score and still read very AI. The story of a picky editorial desk.

gu-log had 336 AI-translated posts. We thought they were 'fine' — until we built a multi-agent scoring system and discovered 74% needed rewriting. This is the story of how we designed the eval, ran it overnight, and what we learned.