Whitepaper · 38 pages · 26 cited sources
A Constitutional Architecture for Multi-Agent AI Systems
The full technical whitepaper. Introduces the six core governance ideas, explains the Overhead Principle, and presents the benchmark evaluation.
Non-technical whitepaper · 10 pages
A Governance Layer for Autonomous AI Agents
The accessible version. Explains the problem, the architecture, a concrete walkthrough, and honest limitations — written for operators, investors, and policymakers.

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v 2 . 0 . 2026