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Interactive tools, long-reads, and deep dives into ML, GPU architecture, and inference
July 2026 · ~15 min read · RU/EN
Age of Autoresearch
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 readGPU Story: from triangles to AI chips
How 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 toolRealtime Video Generation Calculator
First-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.