Thought Artisan

Feb 28, 2026 · Artificial Intelligence

Jeff Dean's Engineering Taste: Distillation, Eval Design & Long-Context Architecture

Notes from Jeff Dean's recent interviews reveal his engineering philosophy: build large models then distill to efficient flash models, design evaluation sets that expire at 95% saturation to guide architecture optimization, and implement long-context processing via parallel coarse-to-fine retrieval akin to search engines.