Writing
Interactive tools, long-reads, and deep dives into ML, GPU architecture, and inference
Expertise moves from "find the solution" to "build the system that finds it". Oracles, loops, pitfalls — and what remains for the human.
March 2026 · ~20 min readHow a triangle-drawing chip became the most important processor on the planet. GPU history from first principles — parallelism, shaders, CUDA, Tensor Cores, and what comes next.
March 2026 · Interactive toolFirst-principles compute estimator for diffusion and AR streaming video models. Adjust model size, steps, VAE compression, sparse attention, hardware, and precision to see if realtime generation is achievable.
For agents and LLMs: /llms.txt · /llms-full.txt · /about.md