9 Sept 2026
Evidence
GPT-4o raised doctors' scores in a three-country trial, but the control group had no references
The result shows GPT-4o beats unaided memory, not that it beats a doctor with UpToDate or a guideline open.
SolvedPGSS / AI for Doctors
AI for Doctors
What AI is, how it gets things wrong, and what it can already do in your specialty. Learn the ideas by playing with them, then find the tools, courses and datasets that matter for your branch. Written for Indian residents and young consultants.
Theory
11 short interactive lessons: from “what is machine learning” to reading an AI paper and India’s rules. Sliders, demos, reels and a quick quiz in each.
Part 2Practical, by specialty
What AI does in radiology, pathology, medicine, surgery, anaesthesia and 15 more: tools in use, where to learn, weekend projects and key papers.
ToolSet up your AI as a PG tutor
Answer a few questions and get ready-to-paste instructions for Claude or ChatGPT: first-principles teaching across all of medicine, tuned to your specialty.
OngoingUpdates
Dated, sourced news: regulation (CDSCO, FDA, EU), new tools and the clinical trials that test them.
Jump to your specialty
Every Doctor (cross-specialty)RadiologyPathologyGeneral MedicineCardiologyNeurologyEmergency MedicineAnaesthesiology and Critical CareGeneral Surgery and surgical specialtiesObstetrics and GynaecologyPaediatrics and NeonatologyOrthopaedicsOphthalmologyDermatologyENT (Otorhinolaryngology)PsychiatryOncology (medical + radiation)Microbiology and Infectious DiseasesPharmacologyCommunity Medicine / PSM / Public Health
Watch first: concept reels
Short animated explainers. The first three are narrated; the rest carry on-screen captions.
AI, ML, deep learning, GenAI: which is which
How a machine learns: fitting by reducing error
Overfitting
Train, validation and test split, and leakage
Latest updates
22 Aug 2026
Evidence
Chest X-ray AI did not improve resident accuracy in a prospective crossover study
Readers felt more confident while accuracy stayed the same, which is the pattern that leads to automation bias.
20 Aug 2026
Education
NMC says nearly 50,000 doctors completed online AI training in 2026
Expect AI literacy to become a normal part of training and CME, and you stay accountable for any AI output you use.
18 Aug 2026
Regulation
FDA publishes discussion paper on regulating generative AI medical devices
This is the first sign of how LLM-based clinical tools may be cleared in the US, and Indian developers selling there will follow it.
Every link was opened and checked on 3 October 2026. Where a price, licence or regulatory status could not be confirmed it says “Not listed”. Educational material, not clinical advice. Spotted an error? Tell us.