The burial and the excavation @JAMA_current commentary today https://
jamanetwork.com/journals/jama/
fullarticle/2848376
…
(what I wrote about in Deep Medicine, 2019)
HEALTHCARE AI
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AI in Medicine: Burial and Excavation Commentary
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Hinton’s 2016 radiologist prediction versus actual data outcomes
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“we might as well stop training radiologists” Geoff Hinton, 2016, vs the actual data, via Torsten Slok at Apollo
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Polygenic Risk Scores Cardiovascular AI Clinical Implementation Gap
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Polygenic risk scores for 8 cardiovascular traits in both @MassGenBrigham and @AllofUsResearch
—superimposable— strongly indicate risk. Yet still not implemented in clinical practice https://
jacc.org/doi/10.1016/j.
jacc.2026.03.035
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Madrigal Pharma Multi-Agent Platform Powered by LangChain
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@MadrigalPharma
’s multi-agent research and intelligence platform for pharma is powered by LangChain + LangSmith. When users ask research questions, the orchestrator breaks them into sub-tasks. Multiple agents working in conjunction towards an overarching goal, with an -

Neurons Hijacking in Cancer: Neural Fibers Slow Melanoma Growth
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A twist in cancer neuroscience with many studies showing hijacking of neurons to promote cancer—melanoma growth slowed by nerve fibers in skin https://
cell.com/neuron/fulltex
t/S0896-6273(26)00285-0
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AI Medical Practice Legal and Ethical Implications Debate
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If I respond, I'm practicing medicine illegally.
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Pharma Agents Framework Reaches Production with Axtria Partnership
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Most pharma agent pilots never make it to production. We’re partnering with @Axtria to close this gap. Built on LangSmith, Axtria’s pharma-native AgentOps framework will give life sciences enterprises:
• Traceability
• Compliance controls
• Evaluation rigor -

CDSCO-IndiaAI Hackathon: Healthcare Data Intelligence Challenge
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If your AI can unlock insights from complex healthcare data, protect sensitive information and accelerate decisions, this is where it belongs. The CDSCO–IndiaAI Hackathon gives you the chance to solve real regulatory challenges, build alongside domain experts and take your
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X7 Humanoid Robot Dispensing Medicines in Hospitals
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Meet X7: The Humanoid #Robot Helping Dispense Medicines in Hospitals
— Ronald van Loon (@Ronald_vanLoon) 29 avril 2026
by @CyberRobooo#Robotics #MachineLearning #ArtificialIntelligence #Innovation #Technology #AI #ML pic.twitter.com/AxS83QAAu5Meet X7: The Humanoid #Robot Helping Dispense Medicines in Hospitals
by @CyberRobooo #Robotics #MachineLearning #ArtificialIntelligence #Innovation #Technology #AI #ML -

Machine Learning Grades Body Measurements for Obesity Assessment
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Grade Body Measurement with Machine Learning Grading a patient’s obesity level is a critical component of effective healthcare. Obesity is a significant risk factor for a range of serious diseases, including chronic conditions, type-2 diabetes, heart disease, and certain