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The Byzantium Protocol

Safety Through Disagreement: CVaR-Dissensus for Dilution-Immune Autonomous Collision Avoidance

The Byzantium Protocol

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Key Results Key Results 01 — The Problem: The Dilution Paradox 02 — The Solution: CVaR-Dissensus Framework Code: CVaR Conjunction Estimator 03 — Dissensus Mechanism: Safety Through Disagreement Code: Dissensus Calculator State Machine 04 — Four Contributions 1. Epistemic Risk Surface (ERS)2. CVaR-Dissensus Mechanism 3. Byzantine-Resilient MARL 4. Federated Conjunction Learning 05 — Architecture: Autonomous Control Loop Design Principles Code: MAPPO Reward Function 06 — Comparative Risk Metric Analysis 07 — Technical Stack 08 — Scope & Roadmap Broader Impact: Equity in Orbital Safety References

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