blog

Stop viewing "AI" as a monolith. We break down the 5 specific AI integration patterns UK clinicians will see in 2026: Ambient Scribing (Accurx/Heidi), Coding (SNOMED automation), F...

In 2026, the line between "helpful AI" and "illegal medical device" is defined by one thing: Intended Purpose. We break down the MHRA and GMC rules for UK clinicians, explain the "...

Memorising lists of causes doesn't make you a safe doctor. We introduce a "3-Pass" differential diagnosis method for students and trainees that uses AI as a reasoning engine, not a...

Don't use AI to "get the answer"—use it to train your reasoning. We introduce the iatroX "Brainstorm" method: a 7-step framework for students and GPs to break down complex cases, b...

The 2026 guide to AI differential diagnosis tools for UK clinicians. We review the "DDx Stack"—including Isabel, VisualDx, and LLM-based assistants like DxGPT—and explain which too...

The MHRA has opened a Call for Evidence for its National Commission into the Regulation of AI in Healthcare, closing 2 Feb 2026. We brief UK clinicians on what this "Regulation Res...

AI in General Practice has moved from a guilty secret to a daily tool for 28% of GPs. We explore the latest data on how clinicians are actually using AI (for admin, scribing, and l...

"We worked with 200 doctors" is not a safety guarantee. This guide teaches clinicians how to judge medical AI claims like a pro. We decode benchmarks like OpenAI's HealthBench, exp...

Can UK doctors use ChatGPT Health? We propose the "Two-Tab Rule": a practical framework that separates "consumer" AI tools for drafting from "clinician" tools like iatroX for decis...

The "Dr. Google" patient has been replaced by the "AI-prepared" patient. With ChatGPT Health, patients now arrive with structured notes, trend analysis, and pre-formed questions. T...

The next AI shift in medicine is not "AI diagnosis"; it’s a new interface over fragmented health data. ChatGPT Health makes records + wearables conversational, which will raise pat...

OpenAI has just launched **ChatGPT Health**, a dedicated workspace designed to handle sensitive medical data. While the initial rollout explicitly excludes the UK, this development...