Writing · Product, strategy, AI
Notes on product, strategy, and building things.
Short essays on how decisions get made, how machines learn, and what it takes to ship.
- 01The Fast Lane Inside the Slow MachineThe regulatory path in healthcare will not get faster. The advantage goes to companies that build their own context and put AI into the decisions they already control.Clinical Trials
- 02Judge the Call, Not the DiceA good decision makes a good outcome more likely. It never makes it certain.Product
- 03How to Build a Learning MachineThe hardest part of ML isn't the algorithm. It's knowing what questions to ask.AI & ML
- 04The Physics of Clinical Trial EnrollmentWhy seemingly chaotic trials follow predictable laws—and what classical mechanics reveals about enrollment dynamics.Clinical Trials