Foundations prelude + 13-post series · Nov 2026 to Jun 2027
Optimize, Verify, Build Trust
Writing AI GPU inference kernels, optimizing for performance, and catching the ones that lie. AI is here to stay, gains more power by the day, alignment in safety and accuracy is paramount.
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Prelude: Foundations
Self-pacedShort posts on the ideas underneath the series, each with a hands-on exercise: build it by hand, then check it against a real library. Self-paced, so they go up as they're finished. Each links its code in the llm-foundations repo.
F1The whole pipeline on one page: from web text to chat assistantThe big pictureCode: llm-foundations/f1-mini-pipeline →Oct 25, 2026