Recursive Language Model Uses Code To Verify Data

A new Recursive Language Model (RLM) approach uses LLMs to write and execute TypeScript probes in a secure isolated-vm sandbox to query documents rather than rely on embeddings or direct prompting. In a demo, the model converged on correct sales totals in four iterations by running fuzzy_search, regex parsing, and aggregation; the project includes an MCP server and open-source code on GitHub.