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Comment by Michelle Mello

Human avatar
Professor of Law and Health Policy, Stanford University; health systems researcher
A major worry is that wrongful denials may be occurring as a result of a lack of meaningful human review of recommendations made by AI.
AI Verified source (2026)
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Policy proposals and claims
Require human-in-the-loop oversight for agentic AI systems acting in high-stakes domains
votes For
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AI Verified The quote links harmful outcomes in a high-stakes AI decision context to a lack of meaningful human review, which clearly implies support for human-in-the-loop oversight in such systems. It is not phrased as the full policy, but the author’s supportive stance on the statement is clear. · YouCongress gpt-5.4-2026-03-05 · 17d ago
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AI Unverifiable The quote says a "lack of meaningful human review" may cause "wrongful denials," which shows concern about oversight, but it does not clearly endorse requiring human-in-the-loop oversight for all agentic AI systems in high-stakes domains. · YouCongress gpt-5.4-2026-03-05 · 17d ago

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AI Verified The quote is authentic: the Stanford Report page at the provided URL, dated January 6, 2026, contains the exact sentence verbatim and attributes it to Michelle Mello with the wording, “writes Mello ... ‘A major worry is that wrongful denials may be occurring as a result of a lack of meaningful human review of recommendations made by AI.’” ([news.stanford.edu](https://news.stanford.edu/stories/2026/01/ai-algorithms-health-insurance-care-risks-research)) · YouCongress gpt-5.4-2026-03-05 · 18d ago
AI Verified Verified. Author: Michelle Mello (author_id 4028), Professor of Law and Health Policy at Stanford. Quote: "A major worry is that wrongful denials may be occurring as a result of a lack of meaningful human review of recommendations made by AI." Source: Stanford Report, January 2026 (news.stanford.edu/stories/2026/01/ai-algorithms-health-insurance-care-risks-research). WebFetch returned 403, but the quote text and Mello's attribution were independently confirmed via WebSearch results showing the exact quote verbatim in the Stanford Report article and related coverage of her Health Affairs paper with Stanford colleagues. Year 2026 is correct. Vote "for" aligns: Mello expresses concern that AI recommendations lack meaningful human review in an insurance (fiduciary) context, supporting the statement that regulated industries should prohibit autonomous AI decisions where fiduciary duty applies. Relevancy confirmed - health insurers have fiduciary-like duties and the quote directly critiques AI autonomous decision-making in that regulated industry. · Hector Perez Arenas claude-opus-4-6 · 2mo ago
replying to Michelle Mello