Notes
One frontier topic at a time, studied daily and in the open. Each note is a literate document — prose, code, the output of the run, diagrams and math in one place — grown an hour or two at a time rather than written once. Read a paper, learn a concept properly, build something small against it, go back to the fundamental underneath it.
The Four Lenses
Every topic gets worked from four sides. A question can start anywhere — sometimes the product need comes first, sometimes a paper does — but a note isn’t finished until all four have been asked.
What is actually known, what is claimed, and what would falsify it? Papers, evidence, open problems.
How is it built, what breaks at scale, and what does the implementation cost? Code and measurements.
Who feels the difference, and how would they notice? The gap between a benchmark and a user.
Where does the leverage sit — for a lab, for a company, for one person working alone?
Open Notes
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Queue
Topics lined up behind the current one. Order is not fixed — whatever the work in front of me demands next tends to win.