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2026
ReadingMar 28, 2026 · 14m
What I read after Sora: an annotated list
DiT scaling, motion priors, flow matching — the papers that actually changed something and the ones that didn't.
VideoReading
EssayMar 12, 2026 · 11m
Every AMM makes a bet. Here's what each one is betting on.
A walkthrough of invariant families from constant-product to concentrated liquidity — and which assumption breaks first under real order flow.
DeFiSystems
ShortFeb 24, 2026 · 3m
Taste is leverage. Most people don't use it.
The kind of judgement that only reveals itself in the tenth decision — and why it's worth cultivating even in technical work.
ThinkingCraft
NoteFeb 09, 2026 · 6m
The three things a video tokenizer cannot afford to lose
A checklist I return to when evaluating video autoencoders. Short, opinionated.
VideoML
EssayJan 30, 2026 · 12m
Three months watching a MEV searcher: what I found
Sandwich decay, bundle inclusion patterns, and the slow death of naive frontrunning.
DeFi
LinkJan 12, 2026 · 3m
Diffusion for control: impressive method, uncertain edge
A paper using diffusion models for robotic control. Worth reading once; my brief take on why the bar is higher than it looks.
MLReading