Architectural heterogeneity across 7-9B models reduces first-choice concentration in policy simulations (70.9% to 46.1% and 46.0% to 22.9%), while coherence validation shows a scenario-dependent tradeoff.
Deliberative dynamics and value alignment in LLM debates
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AgentCity introduces a Separation of Power constitutional architecture on blockchain for governing autonomous agent economies through agent legislation, automated execution, and human accountability.
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Preserving Disagreement: Architectural Heterogeneity and Coherence Validation in Multi-Agent Policy Simulation
Architectural heterogeneity across 7-9B models reduces first-choice concentration in policy simulations (70.9% to 46.1% and 46.0% to 22.9%), while coherence validation shows a scenario-dependent tradeoff.
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AgentCity: Constitutional Governance for Autonomous Agent Economies via Separation of Power
AgentCity introduces a Separation of Power constitutional architecture on blockchain for governing autonomous agent economies through agent legislation, automated execution, and human accountability.