AI Progress Is Really a Factory Line

We break down why today’s AI breakthroughs look less like pure research and more like industrial engineering, from Poolside’s rapid model training pipeline to the data systems that make it all reproducible. Then we dig into a minimalist agent design, why bloated tool protocols may be holding models back, and how test-time compute can unlock more capable long-horizon behavior.