# clinical ai (blogs) — RSS Amplifier Recent posts from the 5 feeds in the RSS Amplifier directory that cover clinical ai. Page: Feed: --- ## [Be AI-Native and AI-Proof](https://healthtechbuilders.substack.com/p/be-ai-native-and-ai-proof) _2026-08-18 · Julie Yoo · healthtechbuilders_ A top-of-mind question for founders and investors these days is how to build a business that gets stronger as frontier models improve, without becoming vulnerable to them. ## [Benchmarking AI impersonation of licensed professionals: 11 laws and 380 adversarial tests](https://www.talby.com/p/benchmarking-ai-impersonation-of) _2026-08-08 · David Talby · AI in Healthcare_ A new red-team benchmark measures whether frontier models impersonate doctors, lawyers, and financial advisors, and whether they disclose being AI. Every model tested failed at least a third of it. ## [The cognitive bias problem LLMs inherited from doctors](https://www.talby.com/p/the-cognitive-bias-problem-llms-inherited) _2026-08-01 · David Talby · AI in Healthcare_ Take a clinical note about a 52-year-old with chest pain, and ask a frontier model what to do. ## [Small, Private, and First on All Fifteen: The New Medical LLM Benchmark Results](https://www.talby.com/p/small-private-and-first-on-all-fifteen) _2026-07-25 · David Talby · AI in Healthcare_ First on all 15 clinical and biomedical benchmarks, averaging 80.9 against the newest frontier releases, running on a single GPU inside your own environment. ## [What we learned building Medical LLMs that academic medical centers trust](https://www.talby.com/p/what-we-learned-building-medical) _2026-07-15 · David Talby · AI in Healthcare_ Originally published alongside the 2025 InfoWorld Technology of the Year Award announcement, December 2025. ## [Clinical AI on Hard Mode](https://healthtechbuilders.substack.com/p/clinical-ai-on-hard-mode) _2026-07-15 · Julie Yoo · healthtechbuilders_ A masterclass by Suchi Saria about building clinical AI on hard mode: achieving FDA breakthrough designation and de novo clearance (”we treat FDA not as the ceiling, but as the floor”), earning CMS NTAP reimbursement, getting clinicians to trust your tech and make high-stakes decisions based on its outputs, validating and generalizing an AI model to work at population scale, and focusing on the… ## [When the Title Outruns the Study: General-Purpose vs. Healthcare-Specific AI](https://www.talby.com/p/when-the-title-outruns-the-study) _2026-07-12 · David Talby · AI in Healthcare_ A Brief Communication in Nature Medicine made the rounds last month under a headline that is hard to misread: “General-purpose large language models outperform specialized clinical AI tools on medical benchmarks.” It generated a lot of commentary, a combative public response from one of the named companies, and a request to the journal for a retraction. ## [The case for bringing HCC coding in-house: what generative AI changes about the outsourcing math](https://www.talby.com/p/the-case-for-bringing-hcc-coding) _2026-07-10 · David Talby · AI in Healthcare_ Originally published in Health IT Answers and MedCity News, November 2025. ## [Three Healthcare AI Frameworks, one governance backbone: RUAIH, URAC, and CHAI](https://www.talby.com/p/three-healthcare-ai-frameworks-one) _2026-07-02 · David Talby · AI in Healthcare_ U.S. healthcare now has two AI certifications and a set of governance playbooks, but they all rest on one backbone you must sustain. ## [The real AI governance gap isn’t missing regulation. It’s missing literacy.](https://www.talby.com/p/the-real-ai-governance-gap-isnt-missing) _2026-07-01 · David Talby · AI in Healthcare_ Originally published in CIO, October 2025. ## [Unlimited Mobile Internet, One V-SIM (Sponsored)](https://crawlproof.com/a/10hBHIv7OA1O) _2026-07-01 · **Sponsored**_ Automatically switches across T-Mobile, AT&T and Verizon; no throttling, no contract. ## [A cost model for patient-level healthcare AI: $1M for locally deployed Medical LLM vs. $13M to $30M via frontier APIs](https://www.talby.com/p/a-cost-model-for-patient-level-healthcare) _2026-06-20 · David Talby · AI in Healthcare_ Healthcare AI budgets break on one assumption: that per-token API pricing works at patient-population scale. ## [Why cancer registries stay years out of date - and what regulatory-grade oncology AI changes](https://www.talby.com/p/why-cancer-registries-stay-years) _2026-06-18 · David Talby · AI in Healthcare_ Originally published in Forbes, July 2025. ## [Healthcare Affordability + Policy in The Age of AI (AHIP '26)](https://healthtechbuilders.substack.com/p/healthcare-affordability-policy-in) _2026-06-18 · Julie Yoo · healthtechbuilders_ Shared the AHIP 2026 stage last week with Adam Boehler and Peter Orszag to debate healthcare affordability + policy. ## [Field Notes on What Infinite Healthcare Means for Health Systems](https://healthtechbuilders.substack.com/p/field-notes-on-what-infinite-healthcare) _2026-05-23 · Julie Yoo · healthtechbuilders_ Field notes from HFMA/Barclay’s Hospital Conference in NYC and The Leadership Institute in Chicago: ## [Clinical AI exits the UK and EU; Elephants and goldfish; Hassabis at YC; The agent HR problem; Sci-fi for foresight](https://blog.whizzyideas.com/clinical-ai-exits-uk-eu-elephants-and-goldfish-hassabis-yc-agent-hr-problem-sci-fi-foresight/) _2026-05-04 · whizzyideas · Whizzy Ideas_ The elephant walks out: Open Evidence and the EU & UK clinical AI exit Open Evidence is a clinical-AI search tool used by 40% of US doctors across 10,000 hospitals, running 18 million clinical consultations a month , and recently embedded in the Epic electronic health record at the Mount Sinai hospital. They've recently decided to block the UK and EU , citing "regulatory uncertainty" around the… ## [75% of Google's code is AI-generated; Verifiable inference at Tinfoil; xAI vs Colorado; Vibe-living](https://blog.whizzyideas.com/ai-coding-at-google-75-percent-tinfoil-verifiable-inference-ai-and-democracy/) _2026-04-26 · whizzyideas · Whizzy Ideas_ 75% of Google's new code is AI-generated. Plus Tinfoil's verifiable inference, AI vs democracy in Colorado, and chatbot health risks. ## [Claude opens an AI-run shop; Feral AI inside organisations; Functional emotions; A fortnight of frontier launches](https://blog.whizzyideas.com/claude-ai-run-shop-feral-ai-functional-emotions-frontier-launches/) _2026-04-19 · whizzyideas · Whizzy Ideas_ A fortnight of frontier launches from Mythos to Claude Design; Andon Labs' AI-run SF shop; feral AI in organisations; emotions inside Claude ## [The agentic engineering Cambrian explosion; The radiologist who never saw an X-ray; Ten metaphors for AI](https://blog.whizzyideas.com/agentic-engineering-cambrian-explosion-radiologist-never-saw-xray-ten-metaphors-ai/) _2026-04-11 · whizzyideas · Whizzy Ideas_ Three podcasts on agentic engineering, GitHub's 275M commits/week, a radiology benchmark gamed without X-rays, and ten metaphors for understanding AI. ## [Agentic Engineering: 5 lessons from a 4-day AI experiment](https://blog.whizzyideas.com/building-voxiecam-agentic-engineering-lessons/) _2026-03-29 · whizzyideas · Whizzy Ideas_ Building a real iOS app in 4 days with Claude Code. 5 reflections on agentic engineering: why it's still engineering, what the AI does beyond coding, and what went wrong. ## [Military LLMs; Stop Killer Robots; LLMs going to great lengths to cheat; AI re-implementing open source libraries](https://blog.whizzyideas.com/military-llms-stop-killer-robots-llms-going-to-great-lengths-to-cheat-ai-re-implementing-open-source-libraries/) _2026-03-07 · whizzyideas · Whizzy Ideas_ Can model makers control military AI? Explore the ethics of defense LLMs, Claude’s elaborate cheating tactics, and the legal drama of AI-reimplemented libraries. ## [Anthony Ettinger on LinkedIn (Sponsored)](https://crawlproof.com/a/AhXjX1WiCbVk) _2026-03-07 · **Sponsored**_ Public LinkedIn profile at linkedin.com/in/anthonyettinger. ## [Infinite Healthcare: What is It Worth?](https://healthtechbuilders.substack.com/p/infinite-healthcare-what-is-it-worth) _2026-02-26 · Julie Yoo · healthtechbuilders_ What is Infinite Healthcare Worth? ## [ViVE 2026 - Bringing Sexy Back to Medicare](https://healthtechbuilders.substack.com/p/vive-2026-bringing-sexy-back-to-medicare) _2026-02-25 · Julie Yoo · healthtechbuilders_ CMMI ACCESS is bringing sexy back to Medicare. ## [It's Time To Build in Consumer Health](https://healthtechbuilders.substack.com/p/its-time-to-build-in-consumer-health) _2026-02-24 · Julie Yoo · healthtechbuilders_ Stanford Consumer Health Summit ## [Transformation of work; OpenAI in a pickle; Training customer support agents with the Diplomacy board game](https://blog.whizzyideas.com/transformation-of-work-openai-in-a-pickle-training-customer-support-agents-with-the-diplomacy-board-game/) _2026-02-22 · whizzyideas · Whizzy Ideas_ AI and the future of work: explore social disruption, OpenAI’s strategic challenges, game-trained AI for customer support, and emerging ideas shaping human-AI collaboration. ## [Inside Ambience: Deploying AI in Health Systems](https://healthtechbuilders.substack.com/p/inside-ambience-deploying-ai-in-health) _2026-02-22 · Julie Yoo · healthtechbuilders_ Healthcare in a Post-LLM World: Part VI ## [Gas Town satire; AGI is already here; Consciousness explained; Claw on a Pi](https://blog.whizzyideas.com/gas-town-satire-agi-is-already-here-consciousness-explained-claw-on-a-pi/) _2026-02-15 · whizzyideas · Whizzy Ideas_ The weekly roundup explores AI fiction, emergent AGI, consciousness myths, multi-agent chaos, and human-AI futures. ## [Views from the maker of OpenClaw and the author of Claude's constitution; New York in isometric pixel art; Fun robots and security vulnerabilities](https://blog.whizzyideas.com/views-from-the-maker-of-openclaw-and-the-author-of-claudes-constitution-new-york-in-isometric-pixel-art-fun-robots-and-security-vulnerabilities/) _2026-02-08 · whizzyideas · Whizzy Ideas_ A reflective roundup on OpenClaw, local AI agents, Claude’s constitution, AI theater, creative coding, and why today’s agent era feels like the early internet—open, exciting, and unsettled. ## [AI Leapfrogs for Medicaid](https://healthtechbuilders.substack.com/p/ai-leapfrogs-for-medicaid) _2026-02-05 · Julie Yoo · healthtechbuilders_ There's a massive opportunity for AI to completely leapfrog in healthcare. ## [Start a company run by AI agents, hilarity ensues; private LLM chats; Hit AI song pulled from charts](https://blog.whizzyideas.com/start-a-company-run-by-ai-agents-hilarity-ensues-private-llm-chats-hit-ai-song-pulled-from-charts/) _2026-01-18 · whizzyideas · Whizzy Ideas_ Explore the chaos of a company run entirely by AI agents, discover Moxie Marlinspike’s new private LLM interface, and dive into the latest AI music chart controversy ## [Refer a Friend, Earn Rewards (Sponsored)](https://crawlproof.com/a/plSClE47S5SI) _2026-01-18 · **Sponsored**_ Earn rewards when a friend signs up for the Graphite Business Card ## [Investing in TrueMed](https://healthtechbuilders.substack.com/p/investing-in-truemed) _2025-12-22 · Julie Yoo · healthtechbuilders_ TrueMed manifests so many of our theses about where healthcare is headed - consumers as the new class of payor, healthy MAUs, healthcare x fintech, healthcare marketplaces.