AI & Medicine Pathway
What can artificial intelligence do in clinical medicine? What will it never be able to do — and why? This pathway examines AI in diagnosis from inside the consultation room, from a physician who has watched both the promise and the hubris of medical AI.
Dr. Shinde's note: "What machine learning algorithms can and cannot see."
Blog Series 1: Why AI Fails at Early Disease Detection
AI can scan a thousand scans in seconds. But it can’t hear a patient say, ‘Doctor, I just don’t feel right.’ That’s wher...
Dr. Shinde's note: "Understanding bias in clinical decision support systems."
Why Logic Still Matters in the Age of AI
Artificial intelligence can now diagnose faster than we ever could.But only logic—structured, sceptical, humane—can make...
Dr. Shinde's note: "Tacit knowledge vs mathematical neural nets."
Human vs. Machine Cognition: Brains, Minds, and Meaning
Artificial Intelligence (AI) is transforming the way we work, think, and heal. From medical diagnoses to language genera...
Dr. Shinde's note: "Identity dilemmas in the machine-guided era."
THE SHIP OF THESEUS AND THE FUTURE OF HUMAN IDENTITY
Why an Ancient Paradox Now Decides What Makes Us Human in the Age of AI I. The Paradox in Simple Language Imagine the...
Dr. Shinde's note: "Why mathematical incompleteness rules out doctor replacement."
Blog Series 2: Gödel's Theorem Proves Why AI Medical Diagnosis Will Always Have Fatal Flaws
Gödel’s Incompleteness and Its Impact on AI Diagnostics In 1931, Kurt Gödel upended formal logic with his Incompleteness...
Dr. Shinde's note: "A clinician's view on what AI cannot hear in a symptom."
Why AI Can’t Understand Patient Symptoms: Wittgenstein’s Philosophy Explains Medical AI Failures
“If a lion could speak, we could not understand him.” — Ludwig Wittgenstein When Language Fails Machines Medical Arti...