Luke Hutchison

Derive is a Mixture of Experts (MoE) which attempts to achieve synergies at the intersection of all the strongest deep thinking models (Claude Code with Opus 4.6, Codex 5.3, and Gemini CLI with Gemini 3 Pro Preview), for the purposes of solving hard unsolved math/physics/CS problems. Specifically Derive launches the full CLI coding agents, rather than using the LLM APIs, under the assumption that the CLI agents will have greater power to solve hard problems than the LLM APIs. The goal is to use the different strengths of these various models to create massive synergy, enabling discovery in the area of very hard problems. Derive implements a web-based chat interface, and a very powerful UI, which contains full custom parsers and HTML renderers for markdown and LaTeX, including allowing the user to select text of interest for injection into a prompt. An orchestrator coordinates the problem-solving efforts of the CLI agents.