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Matthew Ringelheim
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Require human-in-the-loop oversight for agentic AI systems acting in high-stakes domains
324 opinionsMatthew Ringelheim votes For and says:
As AI systems become more autonomous, trust must be embedded through strong data foundations, clear accountability and visible human oversight.
AI Verified source (May 6, 2026)