Open Source AI that thinks in theorems,
not just tokens.
Crux is an open source IC-RL framework that transforms complex mathematical reasoning into precise, verifiable solutions. Originally developed for commercial use, now freely available for researchers and developers.
"From mathematical intuition,
through precise problem formulation,
with rigorous proofs and verification,
we deliver trustworthy solutions."
Rigorous Reasoning
Every step justified. Every assumption explicit. No black box magic.
Multi-Domain Mastery
From pure mathematics to applied sciences. Theoretical proofs to numerical computations.
Verifiable Outputs
Solutions you can trust. Complete derivations, not just final answers.
What crux can do
// TOPOLOGY
Prove compactness of manifolds
Analyze homotopy groups
Construct covering spaces
Analyze homotopy groups
Construct covering spaces
// OPTIMIZATION
Solve non-convex problems
Design gradient algorithms
Prove convergence rates
Design gradient algorithms
Prove convergence rates
// STOCHASTICS
Model complex processes
Derive limit theorems
Analyze tail behaviors
Derive limit theorems
Analyze tail behaviors
Start using Crux today
Crux is now open source and available on GitHub.
Explore the IC-RL framework with hierarchical agent architecture.