All How LLMs Work AI and Health Build Notes
Faster writing, different thinking with AI Voice Dictation

AI voice dictation is having a moment. These tools do more than transcribe—they read context, add punctuation, and learn your style. Many creators say they work two to...

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Four Weekends Building Munshi: Notes on Product Thinking and AI Development

It happens to most of us multiple times a week: someone emails asking for a good time to meet, and before you know it, you’re stuck in a...

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How Diffusion Models Power AI Videos: An Incredible Visual Explanation

I first wrapped my head around diffusion models in 2023, thanks to MIT 6.S191 Lecture on ‘Deep Learning New Frontiers‘. The idea of reverse-denoising just clicked for me—it...

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Three Years of Learning AI: Resources That Shaped My Intuition

This weekend I finally finished reading Why Machines Learn: The Elegant Math Behind AI (by Anil Ananthaswamy). It took me seven months—an unusually long time for a 500-page...

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How AI helped me talk (and listen) to >2000 pages of medical content

Earlier this year, I began researching mitral valve surgery (specifically, valve repair vs. replacement) to help someone close to me. This experience introduced me to Retrieval-Augmented Generation (RAG)...

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Earlier Writing (2008-2017): These are my old notes on health IT and the digital health industry before AI changed the conversation.