John Nosta

AI's Punctuated Leap Reshapes Healthcare, Says Surgeon

A review: INTELLIGENT—The Evolution of AI Transforming Healthcare by @ShafiAhmed5 📖The Man Suits the Title There's something rather autobiographical about this book. The title suits the author as much as the subject. I've known Shafi for over a decade. We've argued across conference stages, over dinner, in hotel lobbies at odd hours. The conversations were often intense, but always very friendly. They were the kind that leave you thinking on the flight home. Reading Intelligent felt like a continuation of all of them. Shafi is a surgeon, but that's almost beside the point. What he really is, is someone who has lived this transformation from the inside. Not watched it, lived it. And in this context, the other word that belongs up there in the title is Experience. His big idea borrows from Gould's punctuated equilibrium. Change doesn't build gradually. It waits, then breaks or disrupts a system. Shafi calls where we are now a punctuation. I agree. And more importantly, he earns it across the book rather than just announcing it and moving on. What I respect most is that he refuses to play the hype game. He's been in too many rooms where the promise outran the evidence by a few years and a few hundred million dollars. But he's also not a cynic, and he knows that reflexive scepticism is its own kind of intellectual trick. The book lives in that honest middle ground, which is genuinely hard to capture. The clinical chapters are the heart of it. What happens when an algorithm is part of the diagnosis? What does trust look like when neither the doctor nor the patient can fully see inside the reasoning? Shafi doesn't wrap those questions up. He just takes them seriously, which is more than most people are willing to do—and that's a reflection of being INTELLIGENT and having EXPERIENCE. Behind every benchmark, there's a patient. Shafi never forgets that. Neither does this book. https://t.co/bdAbjY4kx6 #medicine #healthcare #AI #digitalhealth