🌀 Verifiable multi-agent AI with shadow auditing that transforms uncertain scenarios into transparent, confidence-scored strategic decisions.
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Updated
Feb 9, 2026 - JavaScript
🌀 Verifiable multi-agent AI with shadow auditing that transforms uncertain scenarios into transparent, confidence-scored strategic decisions.
A 9-agent AI pipeline that researches, analyzes, plans and executes community development strategies for nonprofits, autonomously, in under 90 seconds, powered by all three Microsoft IQ layers.
Working Draft 0 for an AI reasoning stability standard integrating Multi-Wing structural autonomy, convergence windows, oscillation control, and human authority layers.
A governed radial membrane architecture for compute‑aware AI behavior. Integrates deformable geometry, V‑channel routing, stability signals, and cost‑bounded reasoning. Provides membrane visualization, governor dynamics, L.D.E. encoding, and reproducible simulation modules. Invariant Handshake connecting AI to Legacy Hardware is now included.
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