Fair use argument

Training as transformative. Doesn't reproduce originals. Similar to Google Books case. Uncertain in US courts.

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Reproduction claim

Plaintiffs show verbatim reproduction from training data. NYT article verbatim from GPT-4. Damages claim.

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Opt-out regimes

UK TDM exception with opt-out. EU CDSM Article 4 with opt-out via metadata. HTTP header/robots.txt for AI crawlers.

Licensed data

Trend: OpenAI licenses NYT, Reuters, AP. Anthropic licenses various. Move away from unlicensed scraping for high-value data.