reproducible-ai · research archive

reproducible-ai research

6 posts tagged reproducible-ai — essays and experiments on reproducible-ai, drawn from the working notes behind computational sovereignty.

6 posts tagged reproducible-ai clear

Jul 23, 2026Building the Scientific Question Compiler: A Map of What We Do Not KnowWe built the second compiler in the Scientific State program: the Scientific Question Compiler, which turns a corpus into a map of what humanity does not yet know. Local-first, running on a 35B model on our own hardware. Here is what we built, what broke, and what it means.ai-agentscompile-time-aiknowledge-compilerlocal-first-aiprovenancereproducible-ai
Jul 23, 2026Compiling the State of Human Understanding: A Roadmap for the Scientific State CompilerA research roadmap: the four compiler directions — Mechanistic Reasoning, Scientific Question, Scientific State, and Discovery — are not competing projects. They are five passes in one architecture that compiles the scientific corpus into a versioned, executable model of human understanding. Here is the full plan.ai-agentscompile-time-aiknowledge-compilerknowledge-graphlocal-first-aiprovenance
Jul 22, 2026If the Loop Is the Product, Observability Becomes the Operating SystemYesterday I argued scientific knowledge needs a compiler, not a better research assistant. Today I built the general one — five discovery passes, local-first version control for understanding, and a live explorer. This is what it means when the loop, not the model, is the product.ai-agentscompile-time-aiknowledge-compilerknowledge-graphlocal-first-aiprovenance
Jul 21, 2026Compiling Medical Evidence: A Clinical Research Compiler That Turns Guidelines and Trials Into a Queryable Knowledge ArtifactHow to compile medical guidelines, trials, and literature into a provenance-tracked, queryable Clinical Knowledge Artifact — and deploy a live evidence explorer to Vercel — by extending the Research Compiler Agent SDK into a Clinical Research Compiler.ai-agentscompile-time-aiknowledge-compilerknowledge-graphlocal-first-aiprovenance
Jul 21, 2026A Research Compiler for Scientific Understanding, Not a Better Research AssistantA research vision: why scientific knowledge needs a new computational architecture. The Clinical Research Compiler SDK is an early prototype of a scientific reasoning compiler that transforms literature into versioned understanding — not a better research assistant.ai-agentscompile-time-aiknowledge-compilerknowledge-graphlocal-first-aiprovenance
Jul 20, 2026Compile-Time Intelligence: Building a Research Compiler Agent That Compiles Knowledge Instead of Re-Reading ItAn autonomous Research Compiler Agent that compiles web sources into a persistent, queryable, provenance-tracked Knowledge Artifact — moving semantic computation from runtime inference into reusable artifacts (Compile-Time Intelligence). Built on the Knowledge Compiler SDK; local-first and reproducible.ai-agentscompile-time-aiknowledge-compilerknowledge-graphlocal-first-aiprovenance

Full archive — all 184 posts