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Bart Collet

@atbart.bsky.social
264 followers 300 following 912 posts

Digital health x AI | longevity events & the clinicians-who-code community | Innovation architect @ Hyperadvancer | hyperadvancer.com

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Bart Collet @atbart.bsky.social · 14h
73% of committed wellness travellers plan to integrate more health into trips. Minor Hotels is building portable clinical records across resort and urban locations; longitudinal wellness data following guests between properties is the actual bet here. da.gd/3Ajl4z
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Bart Collet @atbart.bsky.social · 17h
108 things clinicians shipped in nine weeks, classified by hand. 59 contain no AI at all. 20 hold real patient data; 19 say nothing about assurance. Clinician builders are making tools for their own shift, not an AI doctor. da.gd/iJgnF
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Bart Collet @atbart.bsky.social · 09/10/2026
The Handover #10: the 44 recommendations, accepted. The UK government accepted every recommendation of its doctors-led AI Commission and opened AI Airlock phase 3. cliniciansthatcode.com/briefing/is...
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Bart Collet @atbart.bsky.social · 09/10/2026
Wearables went from fitness gadget to front door of the lab in one September: a $119, 50+ biomarker panel bookable in Apple Health, Oura's IPO at up to $15.6bn. Yet no more than 6% of doctors in any country have wearable data fully in their workflow. da.gd/u0lX2
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Bart Collet @atbart.bsky.social · 08/10/2026
Longevity conferences are no longer just biotechs and biohackers: insurers, wealth managers and hospitality groups now send people. 2,000+ sponsors across 550+ longevity events; the calendar is a proxy for where capital moves. da.gd/2EiOKG
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Bart Collet @atbart.bsky.social · 07/10/2026
Empathy mapping splits user quotes, thoughts, actions, and feelings into four sections. The gap between what users say and what they do is where most product failures originate. design thinking user research product design www.nngroup.com/articles/em...
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Bart Collet @atbart.bsky.social · 07/10/2026
Four ways teams find partners: databases, matchmaking platforms, curated events, generative AI. Good results come from stacking two: widen with generative methods, qualify with a database or curated programme. Open innovation in practice. da.gd/l3YXf6
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Bart Collet @atbart.bsky.social · 07/10/2026
None of the AI app-builders sign a BAA. I checked 18 platforms against their own terms: the layer underneath (hosting, database, model APIs) is what signs, not the code generator. cliniciansthatcode.com/guides/whic...
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Bart Collet @atbart.bsky.social · 06/10/2026
The Q3 Longevity Events Pulse is out: 74 longevity events this quarter, Europe level with North America at 32 each, and September plus October carrying 30% of the year. Free eleven-page PDF; three pages attached. da.gd/xrXIgl
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Bart Collet @atbart.bsky.social · 06/10/2026
Looking for hackathons and radical healthtech innovation events in Europe? Here you go! hackathonhub.eu/events?them...
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Bart Collet @atbart.bsky.social · 06/10/2026
Longevity vocabulary is a price list: healthspan, hotspan, sexspan ($30-40k a year), peakspan. Each -span starts as a scarcity product; software (Midi, about $50 a visit) climbs after it. Count the -spans in your next longevity pitch. da.gd/J5w7i7
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Bart Collet @atbart.bsky.social · 05/10/2026
26 regenerative medicine events ran Jan to Aug 2026; 12 are still ahead. Pick by job: data (ISSCR, CSHL), CME credits (AASCP, AMMG) or deals (Cell & Gene Meeting on the Mesa, Phoenix this week). da.gd/1ZG5vF
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Bart Collet @atbart.bsky.social · 02/10/2026
Tavus Griffin: a ‘Human Interaction Model’ that renders a lifelike person who can hear, see, talk, and react over live video. This is getting spooky good, very fast. www.tavus.io/griffin
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Bart Collet @atbart.bsky.social · 02/10/2026
If you keep the dead happy, they are less likely to haunt you. liquiddeath.com/en-be/pages...
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Bart Collet @atbart.bsky.social · 02/10/2026
AI shifts the founding bottleneck from execution to selection. Steve Blank's point lands hard: AI makes bad ideas go faster. The moat is now judgement, not speed. abundance entrepreneurship customer discovery startup da.gd/ezHV
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Bart Collet @atbart.bsky.social · 02/10/2026
The Handover #9: the AI search that misses the paper. University of Florida researchers tested five AI evidence-search tools: 12% of the relevant evidence was never retrieved by any of them. cliniciansthatcode.com/briefing/is...
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Bart Collet @atbart.bsky.social · 02/10/2026
1.7 billion pounds sits stored on Starbucks cards and apps, voluntarily, before anyone's ordered a coffee. That's design, not loyalty. Preventative healthcare needs the same: a health menu, points for healthy behaviour. preventative health tinyurl.com/285goghl
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Bart Collet @atbart.bsky.social · 01/10/2026
The Doorman Fallacy: valuing a role only by its replaceable tasks. A doorman does more than open doors. A doctor does more than diagnose. AI should strip tasks that never needed a human, not replace the ones that do. AI in healthcare tinyurl.com/2ym583t7
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Bart Collet @atbart.bsky.social · 30/09/2026
30 sources in and the finding is structural: small local models pay back fast, large hospital GPU clusters often lose to cheap APIs. Tiered proximity AI architecture may be the only honest answer. hospital AI inference cost build vs buy open models da.gd/It3g3
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Bart Collet @atbart.bsky.social · 30/09/2026
"Let's explore synergies" is not a partnership. No joint product, no named decision-maker: that's how cross-industry deals quietly stall. The fix: one-line joint product, someone who'd take the call. corporate innovation tinyurl.com/253bynp7
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Bart Collet @atbart.bsky.social · 29/09/2026
47 longevity events already locked in for 2027, first one 15 January at Stanford. 2026 still has 134 to go, October holding 68. Circuit now: 550+ events, 40+ countries. longevity events tinyurl.com/2cs8qknm
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Bart Collet @atbart.bsky.social · 28/09/2026
Naive AI use in innovation pipelines deepens bottlenecks rather than removes them across ideation, screening, consumer insight, and market learning. Faster confirmation of a prior is not the same as learning. da.gd/WXd2TZ
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Bart Collet @atbart.bsky.social · 28/09/2026
Your phone can't get online. Your car runs on steam. Absurd? That's healthcare: a reactive 'Sickcare OS' while every other industry digitised. A real fix needs new entrants building from scratch, not more panels. healthcare innovation tinyurl.com/27gl83mu
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Bart Collet @atbart.bsky.social · 26/09/2026
Joining Hackathon Hub as Ambassador for HealthTech. Healthtech hackathons across Europe rarely talk to each other, something I see through Care & Code. Hackathon Hub is fixing that. hackathonhub.eu
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Bart Collet @atbart.bsky.social · 26/09/2026
3,199 miles, zero control inputs. Joby's autonomous cross-country flight is notable less for the distance than for the use cases named: freight, medical logistics, disaster response. Cargo autonomy is the proving ground, not urban air mobility. da.gd/zcXMT
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Bart Collet @atbart.bsky.social · 25/09/2026
Healthcare's labour shortage is a demographics problem, not a hiring problem. AI scribes treat the symptom. The uncomfortable fixes sit at the fertility-tech end: fewer babies now means fewer clinicians in 25 years. da.gd/gFn6Z
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Bart Collet @atbart.bsky.social · 25/09/2026
The Handover #8: what a chatbot owes a patient in crisis. Mass General and UCLA publish the safety router behind an opioid-recovery chatbot: three risk tiers with a human handoff built in. cliniciansthatcode.com/briefing/is...
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Bart Collet @atbart.bsky.social · 24/09/2026
Virtual CAIO that interviews employees and maps cost centres before deploying automations. Runs on your own servers. Early customers reporting millions in added profit ahead of schedule. Enterprise AI transformation as operating system, not consulting engagement. codos.ai/
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Bart Collet @atbart.bsky.social · 24/09/2026
Roughly the same number of longevity events in Europe and the US. Nothing else matches: Europe debates how ageing works, the US debates what to ship today. 500+ events tracked across 40+ countries. da.gd/2gJdp
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Bart Collet @atbart.bsky.social · 24/09/2026
Bart de Witte (Isaree): zorgverleners bezitten hun AI beter dan ze te huren. Bij een eigen, open model kost de 200e taak evenveel als de eerste: niets. Op 3 okt op Clinical Build Day: careandcode.be/blog/own-yo...
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Bart Collet @atbart.bsky.social · 23/09/2026
Which AI infra signs a HIPAA BAA with no upgrade needed? Firebase/GCP and the big three model APIs (Azure OpenAI, Bedrock, Vertex). Vercel, Supabase, OpenAI, Anthropic: a paid tier. Netlify, Mistral, Clerk, Resend: Enterprise only. cliniciansthatcode.com/guides/whic...
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Bart Collet @atbart.bsky.social · 23/09/2026
McDonald's x Krispy Kreme: $28.9M in charges, dead within a year. Nintendo x Sony died on stage and created the PlayStation. Unusual partnerships die of the boring checks nobody ran. da.gd/hdKxNT
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Bart Collet @atbart.bsky.social · 22/09/2026
Apple's health chief reportedly wears an Oura and a Whoop. The screenless Watch Air rumor reads like a confession: the Series 12 Readiness app is already a Whoop, minus the $199 a year. da.gd/yCg02
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Bart Collet @atbart.bsky.social · 22/09/2026
a16z built a 20,000-GPU cluster to win AI deals. The talent followed the compute. IKEA hires inside Roblox; Mayo Clinic's 50+ AI patents pull clinicians in. Nobody competes on job postings any more. da.gd/FJpHjF
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Bart Collet @atbart.bsky.social · 21/09/2026
Eroom's law: drug discovery gets slower and more expensive every year. Q1 2026 says AI might break it: 173 AI-discovered programmes in trials, 80-90% Phase I success vs 40-65% historically. da.gd/TlRTq
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Bart Collet @atbart.bsky.social · 19/09/2026
OpenAI's internal Codex adoption was slowed by an awareness gap, not a capability gap. People discovered agentic workflows via word-of-mouth. That reframes the whole internal AI rollout problem: less model evaluation, more capability mapping and distribution. da.gd/HqToQ
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Bart Collet @atbart.bsky.social · 18/09/2026
54 verified clinician-builders on the directory now. 37 of them, 69 percent, build solo, with no technical cofounder. Every entry checked against a real, shipped artefact: cliniciansthatcode.com/directory/
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Bart Collet @atbart.bsky.social · 18/09/2026
MrBeast built a food brand without owning a kitchen. Preventive healthcare could run the same play: screenings in gyms, telehealth in pharmacies, on infrastructure that already exists. da.gd/I4FueR
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Bart Collet @atbart.bsky.social · 18/09/2026
The Handover #7: AI education grows up. An international group calls AI teaching in medicine fragmented and narrowly technical, and sets out a fix across 7 domains and 24 objectives. cliniciansthatcode.com/briefing/is...
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Bart Collet @atbart.bsky.social · 18/09/2026
Vitality's Google-powered AI health platform is live in the US. 210,000 AI-picked health actions since June 2025, 54% completed. It blends behavioural, clinical and actuarial data to pick one 'next best action' per person. da.gd/bAt9g
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Bart Collet @atbart.bsky.social · 17/09/2026
$20k upfront just to run local LLMs for patient data privacy. Healthcare AI infrastructure costs hit before product-market fit. EHR integration, clinical de-identification, and data sovereignty are the real moat questions in B2B health AI. da.gd/IunUgf
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Bart Collet @atbart.bsky.social · 17/09/2026
None of the AI app-builders sign a BAA: Lovable, Bolt.new, Base44, Replit, v0, all not-applicable. It is the infra underneath (hosting, database, model API) that does, and only a few by default. Fact table, checked vendor by vendor: cliniciansthatcode.com/guides/whic...
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Bart Collet @atbart.bsky.social · 17/09/2026
A small LLM trained on your own health data could act as a proactive coach: nutrition, sleep, even tailored supermarket advice. From sick care to prevention. da.gd/bRDbxA
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Bart Collet @atbart.bsky.social · 16/09/2026
ChatGPT pulling writing style from Slack and Gmail history is a different category of personalisation. The unresolved detail: one-time read or continuous. Those are very different privacy postures. OpenAI hasn't clarified yet. da.gd/zdAVw
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Bart Collet @atbart.bsky.social · 16/09/2026
The tidy list of companies you could already have named won't produce breakthrough B2B partnerships. If you can't describe the ideal partner in one sentence, you have a discovery problem, not a precision problem. da.gd/2LIsx8
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Bart Collet @atbart.bsky.social · 15/09/2026
Two routes actually get you data out of an EHR: your patient's right of access, or an EHR vendor's developer program, free sandbox, production always through your institution. Checked Epic, Oracle Health and eClinicalWorks against their own docs, not sales pages. da.gd/fXRjr
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Bart Collet @atbart.bsky.social · 15/09/2026
An FDA panel just voted to recommend BPC-157 for compounding pharmacies. Peptides went mainstream; regulation is catching up. The longevity events agenda says access is outrunning evidence. da.gd/2EiOKG
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Bart Collet @atbart.bsky.social · 14/09/2026
GlucoFM pretrained on unlabelled CGM data, transferred across 4 tasks: diabetes risk, insulin resistance, beta-cell dysfunction & post-prandial response. Two-stream architecture separates baseline trends from short-term deviations. Self-supervised foundation model for CGM. da.gd/oaAnw
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Bart Collet @atbart.bsky.social · 14/09/2026
Thirty seconds without my AI system and I couldn't remember how I worked before it. The tools are cognitive infrastructure now. Same in health: once the sensors and biomarkers run, there's no going back. Build for permanence, not pilots. da.gd/rVpmDx
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Bart Collet @atbart.bsky.social · 13/09/2026
Apple adding lab test ordering to the Health app is the quiet infrastructure story. Health Age, Readiness score, HRV tracking, all in one data layer now joined to clinical diagnostics. Longevity quantification moving fast into mainstream consumer health. da.gd/0IBQx
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