Opt-Out Registries & Honour

Honour creator and rights-holder opt-outs in training. Learn Have-I-Been-Trained / Spawning, robots.txt and ai.txt for AI-crawler signalling, the EU CDSM Article 4 text-and-data-mining reservation, the engineering of honoured opt-outs (lookup at crawl, lookup at training, retrospective deletion), the disclosure norm in dataset cards, and the litigation landscape.

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