An auditing framework using justified representation from social choice theory is developed to evaluate question slates in expert panel deliberations, including efficient algorithms and comparisons of moderator, ILP, and LLM selections on historical data.
The economic limits of permissionless consensus
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Introduces the first compositional game-theoretic framework for blockchains using cross-layer games and cross-application composition to analyze incentive compatibility and reveal vulnerabilities in composed systems.
Wonderboom aggregates signatures from over two million validators in one Ethereum slot with stronger security guarantees against stake-shifting attacks than the existing protocol.
Large-scale experiment with 1440 task executions finds dynamic routing of coordination strategies achieves near-best quality scores across models and classes but does not reliably identify exact winners.
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Dynamic Coordination Strategy Selection for Enterprise Multi-Agent Systems
Large-scale experiment with 1440 task executions finds dynamic routing of coordination strategies achieves near-best quality scores across models and classes but does not reliably identify exact winners.