https://chroneme.com/chronicle Chroneme | Neuro-symbolic AI for medicine en Tue, 20 Oct 2026 07:58:16 GMT https://chroneme.com/icon-512.pnghttps://chroneme.com/chronicle https://chroneme.com/blog/why-medicine-needs-neuro-symbolic-ai https://chroneme.com/blog/why-medicine-needs-neuro-symbolic-ai Tue, 20 Oct 2026 12:00:00 GMT Zohaib Akhtar Three visits, three records, one patient. Why medicine needs AI that learns like experience and reasons like evidence, explained without jargon. https://chroneme.com/blog/we-drew-this-line-once https://chroneme.com/blog/we-drew-this-line-once Thu, 02 Jul 2026 12:00:00 GMT Zohaib Akhtar In 2008, GINA barred insurers from using your genes to predict your health. Continuous monitoring makes the same prediction, and no law touches it. https://chroneme.com/blog/ai-wrapper-problem-healthcare https://chroneme.com/blog/ai-wrapper-problem-healthcare Fri, 15 May 2026 12:00:00 GMT Zohaib Akhtar Most healthcare AI makes the same mistake faster: better interfaces on broken infrastructure. The architecture itself needs to change. https://chroneme.com/blog/where-medicine-doesnt-reach https://chroneme.com/blog/where-medicine-doesnt-reach Thu, 16 Apr 2026 12:00:00 GMT Zohaib Akhtar What NASA built to monitor astronauts is now needed wherever medicine cannot easily reach, from the ISS to a long-haul truck to aging in place. https://chroneme.com/blog/clinical-ai-validation-misleading https://chroneme.com/blog/clinical-ai-validation-misleading Tue, 24 Mar 2026 12:00:00 GMT Zohaib Akhtar An AUROC of 0.95 sounds impressive until you see what it hides. How to judge clinical AI validation honestly, and why calibration matters. https://chroneme.com/blog/thresholds-vs-trajectories https://chroneme.com/blog/thresholds-vs-trajectories Tue, 10 Mar 2026 12:00:00 GMT Zohaib Akhtar Clinical systems check whether a number is normal right now. None ask whether it has been changing. That is the gap Chroneme was built to close. https://chroneme.com/blog/bayesian-inference-clinical-ai https://chroneme.com/blog/bayesian-inference-clinical-ai Wed, 18 Feb 2026 12:00:00 GMT Zohaib Akhtar Why clinical AI should reason forward like a physician, not backward like a search engine, and how prior probability shapes every decision. https://chroneme.com/blog/why-health-records-dont-talk https://chroneme.com/blog/why-health-records-dont-talk Tue, 20 Jan 2026 12:00:00 GMT Zohaib Akhtar You fill out the same history form at every new doctor because your records sit in systems that don't connect. Why, and what it takes to fix it.