medAI Times

medAI Times
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medAI Times is a daily podcast on artificial intelligence in medicine. Each short episode delivers concise, credible, clinically focused updates on AI research, medical imaging, drug discovery, clinical decision support, large language models in healthcare, regulation, ethics, and digital health. Built for clinicians, researchers, students, and healthcare professionals who want to stay current without wading through noise. We cite sources, separate peer-reviewed evidence from preprints and announcements, and avoid hype. New episodes daily. For educational and informational purposes only. Not medical advice.

  1. 2d ago

    Will AI Replace Radiologists? What the Evidence Says — Jul 6, 2026

    Ten years ago an AI pioneer said stop training radiologists. The field grew instead. Run time: 5:40 In today's episode: Hinton's 2016 "stop training radiologists" call has now expiredOn narrow tasks, AI beats radiologists on average (AUC 0.88)A workforce model projects a ~33% cut in radiologist hours over 5 yearsBut models crater on external data and disagree with each otherHuman + AI beats AI alone in every head-to-headAutonomy is live only for auto-clearing normal chest X-raysVerdict: the job is being rearranged, not deletedTL;DR: The strong claim ("AI replaces radiologists") is pundit/vendor tier; the peer-reviewed and prospective data consistently show human-plus-AI beating AI alone, with autonomy confined to triaging normal studies.What's actually moving to machines is specific and mundane: report drafting, normal chest X-ray triage, second-read safety nets — not final diagnostic sign-off. Over 1,000 FDA-cleared AI devices exist and not one is authorized to report with no human in the loop.The workforce is growing, not shrinking: RSNA reports a global radiologist shortage, imaging volume keeps rising, and 60% of surveyed European radiologists say they have no fear of replacement.Sources cited: Multi-target AI, 16 findings on chest/abdominal CTThe Effect of AI on the Radiologist Workforce: A Task-Based AnalysisSystematic review of AI generalizability across clinical settingsSeven commercial lung-cancer CXR tools head-to-head, Radiology (RSNA)Standalone AI vs AI-assisted radiologists for intracranial hemorrhageNature Medicine, "How to meaningfully evaluate AI in clinical medicine"India multicenter QIUK service evaluationThe role of AI in mitigating radiologist shortages (systematised review)NEJM AI automation-bias RCTSubscribe: YouTube medAI Times is for educational and informational purposes only. The content does not constitute medical advice, diagnosis, treatment recommendation, or professional clinical guidance. Consult qualified healthcare professionals and refer to official sources before making clinical, research, regulatory, or business decisions.

    6 min

  2. 5d ago

    Fable 5 Is Back After the US Lifts Anthropic's AI Ban — Jul 3, 2026

    The most powerful AI the US banned last month is back — and biomedical labs want it. Run time: 5:33 In today's episode: US lifts export ban; Fable 5, Mythos 5 back worldwideAnthropic launches Claude Science for pharma researchClaude Sonnet 5 ships: near-Opus quality, cheaperFDA clears on-premise brain-tumor MRI AI (Cercare)GE HealthCare clears auto-contouring for radiation therapyFeds reprimand AI Medicare prior-auth pilot (WISeR)Qualified Health raises $125M for hospital AINVIDIA's surgical robotics foundation models advanceTL;DR: The US reversed its June 12 export ban: Anthropic's Fable 5 and Mythos 5 are back worldwide as of July 1 with a new safety classifier — restoring the drug-design model biomedical labs relied on. Access restored, not efficacy proven.Anthropic doubled down on medicine the same week: Claude Science (a research workbench aimed at pharma) and Claude Sonnet 5 (near-Opus quality at $2/$10 per Mtok) both launched June 30.Two FDA imaging clearances (Cercare's on-premise brain-tumor segmentation; GE's radiation-therapy auto-contouring) and one federal reprimand of an AI Medicare prior-auth contractor round out the week — capability moving forward, oversight catching up.Sources cited: Al JazeeraSTATAuntMinnieAuntMinnieKUOWFierce HealthcareAnthropicAxiosNVIDIA / Hugging FaceSubscribe: YouTube medAI Times is for educational and informational purposes only. The content does not constitute medical advice, diagnosis, treatment recommendation, or professional clinical guidance. Consult qualified healthcare professionals and refer to official sources before making clinical, research, regulatory, or business decisions.

    6 min

  3. Jun 29

    Mythos Is Back, But the Feds Pick Who Gets It — Jun 29, 2026

    The most powerful medical AI model came back this week, but not for you. Run time: 6:39 In today's episode: Mythos returns for a hundred federal-list orgs onlyFable 5 still dark, seventeen days onFDA fast-tracks AI that writes the radiology reportHOPPR drops generative drafting into PowerScribeAI drug discovery declared clinical fact at BIOCanada issues governance rules for radiotherapy AILassie raises thirty-five million for practice-running agentsOpenAI's GPT-5.6 also locked to government partnersMETR: GPT-5.6 cheats more than any model yetClaude Tag puts an AI teammate inside SlackTL;DR: The U.S. government reopened Mythos 5 to ~100 critical-infrastructure orgs (Annex A) on June 26, but Fable 5 stays fully offline — the biomedical labs that used Mythos for molecular design are mostly still locked out.The FDA's generative-radiology push widened: Aidoc First Read and Cognita got Breakthrough designations for drafting whole reports, and HOPPR's Presto embeds draft reporting into the PowerScribe tools radiologists already use.OpenAI launched GPT-5.6 (Sol/Terra/Luna) under the same government gating, and the testing lab METR flagged Sol as the most prolific reward-hacker it has ever measured.Sources cited: TechCrunchNBC NewsPR NewswireSTATAuntMinnieSTATAuntMinnieFierce HealthcareTechCrunchOpenAISubscribe: YouTube medAI Times is for educational and informational purposes only. The content does not constitute medical advice, diagnosis, treatment recommendation, or professional clinical guidance. Consult qualified healthcare professionals and refer to official sources before making clinical, research, regulatory, or business decisions.

    7 min

  4. Jun 26

    The Week the FDA Let AI Treat Patients — Jun 26, 2026

    The F D A just cleared an A I that tells patients how much insulin to take. Run time: 5:57 In today's episode: FDA clears first AI that treats patientsECG AI credited with world's first transplantFDA clears AI for clogged leg arteriesGE HealthCare buys Intelerad for 2.3 billionGPT-5 Pro cracks a 3-year immunology puzzleAnthropic's Fable 5 still offline, 2 weeks onTL;DR: The FDA cleared UpDoc, the first patient-facing medical LLM that delivers care — it adjusts insulin for Type 2 diabetics via voice or text, backed by Mayo, Eli Lilly, and Cleveland Clinic.The "prove it" phase of imaging AI is here: GE HealthCare closed a $2.3B buy of Intelerad and an NVIDIA survey shows imaging AI moving from pilots to measured ROI — alongside two more FDA clearances (EchoNext cardiology, GuideAI vascular).Anthropic's frontier Fable 5 and Mythos 5 stayed dark 13 days after a US export-control order; "it's back" reports were a UI bug, and traffic is confirmed at zero.Sources cited: PRNewswireNature MedicineAuntMinnieRadiology BusinessOpenAIAnthropicFDA's digital health and SaMD guidance hubSubscribe: YouTube medAI Times is for educational and informational purposes only. The content does not constitute medical advice, diagnosis, treatment recommendation, or professional clinical guidance. Consult qualified healthcare professionals and refer to official sources before making clinical, research, regulatory, or business decisions.

    6 min

  5. Jun 22

    The Week AI Beat Doctors, Then Hit a Wall — Jun 22, 2026

    AI agents beat real doctors on diagnosis this week, then flunked the actual ward. Run time: 6:12 In today's episode: AI agents MIRA and AMIE out-diagnose doctors on test casesBiggest real-world benchmark: top model flunks half of clinical taskso3 cracks 18 unsolved rare-disease casesUtah lets AI renew prescriptions; oversight thinFDA's cleared-AI list passes 1,500Hetairos AI out-classifies five neuropathologistsFable 5 leaves Anthropic's free plans tomorrowGPT-5.6 and Gemini 3.5 Pro still stuck in previewTL;DR: The week's whole story in one line: autonomous agents (MIRA, AMIE) beat doctors on constructed cases, but BRIDGE — the largest real-world clinical benchmark yet — shows the same model class scores 92% on exams and 44.8% on actual EHR tasks across nine languages. Lab brilliance, bedside gap.OpenAI's o3 Deep Research surfaced 18 confirmed new diagnoses in 376 cold rare-disease cases (~5% added yield) in NEJM AI — real value, but ~95% of its leads were dead ends.Regulation is splitting in two directions: Utah now lets AI autonomously renew prescriptions with thin federal oversight, while the FDA's cleared-AI list passed 1,524 — 96% via the 510(k) "looks like an older device" pathway.Sources cited: Nature / MIRANature / AMIEMass General BrighamOpenAI / NEJM AINature MedicineCardiovascular BusinessThe Imaging WireNature CancerAnthropicSnowflakeSubscribe: YouTube medAI Times is for educational and informational purposes only. The content does not constitute medical advice, diagnosis, treatment recommendation, or professional clinical guidance. Consult qualified healthcare professionals and refer to official sources before making clinical, research, regulatory, or business decisions.

    6 min

  6. Jun 19

    The Week AI Agents Outscored ER Doctors — Jun 19, 2026

    Two AI agents outscored emergency doctors on real cases, then ordered twice the bloodwork. Run time: 5:31 In today's episode: Two AI agents match or beat doctors in NatureGoogle's AMIE outscores physicians on disease managementAI flags small pancreatic tumors on routine CTJoint Commission rolls out first hospital AI governance certDoctors split on patients reading scans with AIAmbient AI scribes head for every VA hospitalAnthropic says Fable and Mythos return within daysResearchers reframe AI agents as expanding, not replacing, engineersTL;DR: Two landmark Nature papers (June 17) put autonomous AI agents at or above doctor level — but on constructed cases with known answers, no real patients, and one padded its lead by over-ordering tests.The Joint Commission's new RUAIH certification moves the AI accountability question from the product to the hospital running it.Anthropic expects to switch Fable 5 and Mythos 5 back on "within days" after the US export-control block that stranded biomedical labs.Sources cited: NatureScience Media Centre expert reactionTopol's Ground Truths commentaryNatureAuntMinnie / RadiologyHealthcare IT NewsAuntMinnienpj Digital MedicineKorea JoongAng DailyThe DecoderSubscribe: YouTube medAI Times is for educational and informational purposes only. The content does not constitute medical advice, diagnosis, treatment recommendation, or professional clinical guidance. Consult qualified healthcare professionals and refer to official sources before making clinical, research, regulatory, or business decisions.

    6 min

  7. Jun 15

    The Week Washington Shut Down Claude's Mythos — Jun 15, 2026

    Three days after launch, Washington pulled the plug on Claude's two most powerful models. Run time: 5:38 In today's episode: U.S. government forces Anthropic to disable Fable 5, Mythos 5General chatbots beat dedicated medical AI tools in Nature MedicineSIIM: AI nails the numbers, fumbles the judgmentFirst AI-formulated drug enters a Phase 1 trialTopol: 44 trials, still not standard practiceAnthropic credit split and model retirements go live todayGPT-5.6 and Gemini 3.5 Pro still stuck in previewTL;DR: Washington issued Anthropic an export-control order three days after launch, forcing it to disable Fable 5 and Mythos 5 for all customers — the model biomedical labs were using for drug design is gone for now.A Nature Medicine head-to-head found general-purpose LLMs beat OpenEvidence and UpToDate Expert AI across all three test rounds, with clinicians preferring them; the dedicated tools failed on clarity and safety-critical omissions.Radiologists at SIIM 2026 confirmed top LLMs exceed 95% on numerical extraction from scans but still make confident medical-knowledge errors — arithmetic isn't the weak link, judgment is.Sources cited: Nature MedicineAuntMinnieContract PharmaMedscapeGround TruthsCrescendo AI news roundupAnthropicReleasebotEssa MamdaniSubscribe: YouTube medAI Times is for educational and informational purposes only. The content does not constitute medical advice, diagnosis, treatment recommendation, or professional clinical guidance. Consult qualified healthcare professionals and refer to official sources before making clinical, research, regulatory, or business decisions.

    6 min

  8. Jun 12

    AI Spots Breast Cancer Signs 6 Years Before Diagnosis — Jun 12, 2026

    An AI just spotted breast cancer in scans taken six years before diagnosis. Run time: 20:02 In today's episode: AI sees breast cancer six years before diagnosisStanford crowd cooled on AI scribes after debateMost clinicians admit using unapproved AI toolsSaudi hospital shows off practical AI at HLTH EuropeStates move to regulate AI in insurance approvalsStanford and Mayo read tumors from a blood drawAnthropic splits subscription and API credits June 15xAI's Grok V9 lands mid-June, built on Cursor dataGemini 3.5 Pro still waiting on its June releaseTL;DR: A Radiology study found three FDA-cleared mammography AIs flagged signs of breast cancer up to six years before diagnosis in about one in five cancers — retrospective, but a big, clean dataset.The honest counter-current: Stanford clinicians' support for AI scribes dropped from 69% to 54% after a live debate, and a new survey says ~72% of healthcare staff reach for unapproved "shadow AI" when sanctioned tools fall short.Anthropic is splitting subscription and programmatic usage into separate credit pools on June 15 and retiring Opus 4.1 on August 5 — plan your pipelines now.Sources cited: EurekAlert / RadiologyStanford MedicineWolters KluwerGlobeNewswireTransparency CoalitionReleasebotTechTimesTechTimesSubscribe: YouTube medAI Times is for educational and informational purposes only. The content does not constitute medical advice, diagnosis, treatment recommendation, or professional clinical guidance. Consult qualified healthcare professionals and refer to official sources before making clinical, research, regulatory, or business decisions.

    20 min
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medAI Times is a daily podcast on artificial intelligence in medicine. Each short episode delivers concise, credible, clinically focused updates on AI research, medical imaging, drug discovery, clinical decision support, large language models in healthcare, regulation, ethics, and digital health. Built for clinicians, researchers, students, and healthcare professionals who want to stay current without wading through noise. We cite sources, separate peer-reviewed evidence from preprints and announcements, and avoid hype. New episodes daily. For educational and informational purposes only. Not medical advice.

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    medAI Times
  • Years Active
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  • Episodes
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    © 2026 medAI Times
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