Our approach
From intuition to proof
From mathematical intuition, through precise problem formulation, with rigorous proofs and verification, we deliver trustworthy solutions.
Open Source
Crux is an open-source IC-RL framework that transforms complex mathematical reasoning into precise, verifiable solutions.
Our approach
From mathematical intuition, through precise problem formulation, with rigorous proofs and verification, we deliver trustworthy solutions.
Capabilities
Every step justified. Every assumption explicit. No black box magic.
From pure mathematics to applied sciences. Theoretical proofs to numerical computations.
Solutions you can trust. Complete derivations, not just final answers.
Domains
Prove compactness of manifolds. Analyze homotopy groups. Construct covering spaces.
Solve non-convex problems. Design gradient algorithms. Prove convergence rates.
Model complex processes. Derive limit theorems. Analyze tail behaviors.
Crux is open source and available on GitHub. Explore the IC-RL framework with hierarchical agent architecture.