Compiling the State of Human Understanding: A Roadmap for the Scientific State Compiler By Daniel Kliewer · 2026 07 23 Two days ago I argued that scientific knowledge does not need a better research assistant — it needs a compiler . Yesterday I built the general Scientific Discovery Compiler and watched it run end to end: five discovery passes turning a mechanistic biology corpus into causal…