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AI-powered responsible gambling tools are shifting from optional to legally mandated for sportsbooks, with regulators in the UK, Netherlands, and Pennsylvania requiring real-time monitoring. Operators who implement these systems early can retain players and pass audits, while mid-market firms without ML teams risk losing their licenses.