Causal Insight Engine – API Documentation
Causal Insight Engine
Production-Grade Causal Reasoning — WAD Constitutional Mathematics
Python 3.9+ | License: Humanity & Ed | Status: production_ready | WAD: 1e18_precision
What Is This?
Causal Insight Engine is the first production implementation of Constitutional Axiomatic Intelligence (CAI) mathematics applied to pharmaceutical causal reasoning.
It simulates clinical trials, optimizes dosing, and answers "why" questions — all with 1e18 fixed-point precision (WAD arithmetic). No floating-point errors. No black boxes. Complete auditability. Built for the regulated economy. Ready for the future.
Constitutional Mathematics
WAD = 1,000,000,000,000,000,000 (1e18)
- 0.85 → 850e15
- 0.70 × 0.85 = 595e15
| Constitutional Mathematic | Description |
|---|---|
| Deterministic | Same inputs, same outputs |
| Auditable | Traceable calculations |
| Regulatory-grade | Precision for FDA |
| No floating-point | Integer arithmetic only |
| Cross-platform | Byte-identical results |
Licensing & Project Structure
| Humanity/Edu | Commerce | Project Structure |
|---|---|---|
| Free | Free | src/core |
| Commerce | Paid (tiered pricing and find, contact our contacts and contacts) | src/domains, src/coins, src/conts, src/actors, src/moments, src/managers, readme.md |
Contact & Acknowledgments
Michael Aaron Russell
USAXimCorp – USAXimCorp
Acknowledgments: CAI architecture, based di Inforgraphics, R³ Operator, and USAXimCorp.