How to Use an AI Tutor Without Cheating Yourself Out of Learning
Most trainees already revise with AI. Five habits to make it build recall instead of an illusion of competence — and why question-first tools enforce them for you.
Read Insight
blog
insights on clinical AI, guideline access, and the future of medicine
Making a Decision?
See objective, head-to-head comparisons of iatroX against other clinical tools.
Retrieval Practice, Desirable Difficulty, and Why the Best Revision Feels Hard
Retrieval practice and desirable difficulty explain why effortful revision beats re-reading — and why the best AI study tools make you work, not coast.
Read InsightiatroX Tutor vs Pastest Tutor vs Osmosis vs ChatGPT: An Honest Comparison
ChatGPT, Pastest Tutor, Osmosis or iatroX — an honest, evidence-based comparison of AI tutors for medical exams, including who each one is (and is not) for.
Read InsightWhy ChatGPT Can't Tutor You for MRCGP (and What Actually Does)
ChatGPT writes a perfect explanation of your wrong MRCGP AKT answer — and that is exactly why it does not teach you. What real tutoring does differently.
Read InsightIntroducing the iatroX Socratic Tutor: We Built the One That Asks You First
The iatroX Socratic Tutor asks you first instead of handing you the answer — question-first, grounded in NICE/CKS/SmPC, calibrated per exam. Here is why we built it that way.
Read InsightAI Tutors Can Make You Worse at Exams. Here's the Evidence — and How to Use One That Doesn't
Used as an answer machine, AI can quietly worsen your exam retention while feeling like it helps. The evidence — and what a learning-safe tutor does instead.
Read InsightThe Clinical Platform Flywheel: What Doximity Teaches Health AI Companies About Products, Data and Partnerships
Doximity's model shows a flywheel: clinician network → workflow tools → AI usage → data → insight products → partnerships. iatroX can build a UK version around clinical questions, ...
Read InsightPeerCheck, DocInsight and the Next Trust Model for Clinical AI: Review, Insight and Evidence
Doximity builds trust through PeerCheck (physician review) and intelligence through DocInsight. iatroX offers a UK trust model built from provenance, regulatory readiness, validati...
Read InsightDoximity, DocInsight and the UK Market-Entry Problem for US Health AI Companies
US health-AI companies may understand physician engagement. UK market entry requires different intelligence: NHS procurement, MHRA, DTAC, clinical safety, guideline localisation, a...
Read InsightDoximity's Closed-Loop Ecosystem and the UK Trust Problem: How iatroX Insights Draws the Ethical Line
Doximity's DocInsight is part of a 'closed-loop ecosystem.' Commercially powerful — but in the UK, trust requires clear boundaries between clinical answers, aggregate insights, and...
Read InsightClinical AI Partnerships After Doximity and Aledade: Why Workflow Location Matters
The Doximity-Aledade partnership shows that clinical AI becomes most valuable inside the workflow. iatroX Insights offers UK partners custom clinical AI projects, validation, and r...
Read InsightBeyond HCP Surveys: Doximity DocInsight and the Rise of Clinical-Intent Data
HCP surveys capture what clinicians say they do. Clinical-intent data captures what they are trying to understand at the point of uncertainty. That is a fundamentally different and...
Read Insight