The United Arab Emirates stated it will place half of government services on agentic AI systems within two years, with the systems intended to analyze, decide, execute, and improve without human intervention. Reports reference a 2021 Netherlands self-learning fraud-detection system that incorrectly flagged roughly 35,000 families, leading to repayment orders, home losses, and placement of more than 2,000 children in state care. All factual claims originate from The Japan Times.