Daily Briefing for October 30, 2026

AMA says doctors shouldn't be liable for AI errors they can't detect The voices on this episode are generated, and so is the script, from the day's post at Physician in the Loop. Every fact in the post links to its source. Read the post and its sources Get the free email briefing The American Medical Association on Thursday proposed matching liability for harm from clinical AI to who controls each part of it, saying physicians should answer for the judgment they can meaningfully exercise. Developers would answer for keeping tools safe and effective, and hospitals and practices for how they select, govern and monitor them, according to the association's framework . Physicians should not be held liable for AI errors they cannot reasonably detect, Becker's reported from the accompanying issue brief. In other news, a federal judge in Boston blocked a stricter federal test for which Medicaid enrollees count as medically frail under the new work requirements, and a Pew Research Center survey found 60% of U.S. adults would be uncomfortable with their doctor using AI for diagnosis and treatment. In this episode AMA says physicians should answer only for AI judgments they can meaningfully exercise, not errors they cannot detect Judge blocks Medicare and Medicaid agency's stricter test for 'medically frail' patients weeks before Medicaid work requirements start 60% of Americans would be uncomfortable with their doctor using AI to diagnose and treat them, and only 3% would let AI diagnose alone Faster 0/1-hour troponin pathways do not shorten emergency stays or raise discharges vs. 0/3-hour, Lancet meta-analysis of 110,933 visits finds NYU Langone puts OpenEvidence inside its Epic record for 12.4 million outpatient visits a year, residents included Stamford Health pilots FDA-cleared AI that reads routine ECGs for hidden structural heart disease "It could be $10. It could be $10,000": hospitals struggle to forecast Epic's usage-based AI bills