🌀 Verifiable multi-agent AI with shadow auditing that transforms uncertain scenarios into transparent, confidence-scored strategic decisions.
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Feb 9, 2026 - JavaScript
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multi-agent-reasoning
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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.
react python hackathon azure websocket nonprofit azure-storage ai-agents fastapi microsoft-365 azure-openai multi-agent-coordination multi-agent-reasoning
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Jun 13, 2026 - TypeScript
Working Draft 0 for an AI reasoning stability standard integrating Multi-Wing structural autonomy, convergence windows, oscillation control, and human authority layers.
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Jun 2, 2026 - Python
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.
ufo multi-agent-reasoning governed-ai-systems kernel-regime-architecture radial-identity-membrane multi-cluster-mesh semantic-admissibility temporal-governance sao-promotion-dynamics membrane-curvature-modeling stability-band-analysis coherence-scoring policy-envelope-enforcement governed-rollback-system v-channel-routing mesh-visualization-layer workload-family-design global-mesh-governance cluster-level-governance identity-field-modeling
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Jul 21, 2026 - Python
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