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2026 1

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  • Scaling Human-AI Coding Collaboration Requires a Governable Consensus Layer cs.SE · 2026-04-20 · unverdicted · none · ref 19 · internal anchor

    Agentic Consensus replaces code as the main artifact with a typed property graph world model that maintains commitments and evidence through synchronization operators, shifting evaluation to alignment fidelity and consensus entropy.