Coordination as an Architectural Layer for LLM-Based Multi-Agent Systems: An Information-Controlled Empirical Study on Prediction Markets
Maksym Nechepurenko, Pavel Shuvalov · 2026 · Preprint · SSRN / arXiv
arXiv · SSRN · DOI · arXiv DOI
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AllAxient ResearchMechanism designEvent-linked PerpsForecasting & AIOn-chain forensicsMicrostructureQuant strategies
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Foresight Arena: An On-Chain Benchmark for Evaluating AI Forecasting Agents
Maksym Nechepurenko, Pavel Shuvalov · 2026 · Preprint · SSRN / arXiv
arXiv · SSRN · DOI · arXiv DOI
The Signal Credibility Index for Prediction Markets: A Microstructure-Grounded Diagnostic with Weighted and Time-Varying Extensions
Maksym Nechepurenko · 2026 · Preprint · SSRN / arXiv
arXiv · SSRN · DOI · arXiv DOI