Tag: NSFW audit

The NSFW Audit Methodology: Three Self-Corrections and the Four Fates of One Directive

Do the four novels actually have NSFW? Sampling said all clean — wrong; word frequency said basically impossible — overstated; a true full scan of 856 chapters plus scene-marker co-occurrence revealed all four have them, about 150-220 scene chapters. And the "every chapter must be heavy NSFW" directive met four fates: one silently refused by the normalization model, one landing on paper but not in hands, one publicly refused three times by the arbiter. Rhythm rules live, content red lines die — the hardest finding of the night.