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Reinforcement learning artifacts can contaminate subsequent model generations, creating compounding alignment costs.

Impact: Companies will need stricter data isolation and automated regression testing to prevent costly training rollbacks.

— from AI Infrastructure, Enterprise Adoption, and Regulatory Shifts · Last Week in AI· May 11, 2026