Math Node is a deterministic, model-agnostic mathematical capability runtime and trust anchor that isolates complex mathematical execution from untrusted agent reasoning planes.
Large Language Models frequently hallucinate mathematical derivations, arithmetic operations, and symbolic transformations. Math Node eliminates this failure mode by providing a sandboxed, deterministic computational engine. AI agents submit formal mathematical requests across a decoupled Agent Plane; Math Node evaluates the expressions symbolically and numerically, returning cryptographically signed execution proofs.
- Decoupled Agent Plane: Strict boundary isolation ensuring agent prompts cannot inject malicious expressions into the runtime environment.
- Symbolic & Numerical Evaluation: High-precision evaluation of algebraic, calculus, and matrix operations.
- Adversarial Defect Remediation: Formally remediated and verified against test suites DEF-ADV-01 through DEF-ADV-07.
- Deterministic Output Contracts: Validated response structures conforming to rigid JSON Schema definitions.
| Metric | Verified Status | Evidence Reference |
|---|---|---|
| Maturity Tier | QUALIFIED / VERIFIED (v0.1.0) | E:\projects\Math-Node (commit ea1fcef) |
| Remediation Suite | 7 / 7 PASS (DEF-ADV-01 through DEF-ADV-07) | bubba/math-node-remediation |
| Runtime Port | Port 3000 (Local HTTP/API service) | projects_summary.csv |
| Planned / In-Progress | Expanded Computer Algebra System (CAS) integrations | v0.2 Roadmap |
- Node.js 18+ & npm
# Clone repository
git clone https://github.com/Aimcurio/Math-Node.git
cd Math-Node
# Install dependencies
npm install
# Run automated qualification suite
npm test
# Launch service
npm startMath Node is a verified trust anchor in the Aimcurio ecosystem. Its mathematical execution is strictly deterministic and independent of LLM weights.