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Copyright lawsuits (e.g., GEMA vs. OpenAI) are forcing a transition from "scraped data" models to licensed training data, which will likely increase the cost of future LLM development.

Impact: May lead to a more fragmented AI market where high-quality, licensed models are gated behind higher paywalls.

— from AI in Law: Efficiency, Liability, and the Rise of AI Slop · Kollegin KI· Apr 21, 2026