Coordination as an Architectural Layer for LLM-Based Multi-Agent Systems: An Information-Controlled Empirical Study on Prediction Markets
Maksym Nechepurenko, Pavel Shuvalov · 2026 · arXiv preprint
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Maksym Nechepurenko is the founder and Director of Research at ForesightFlow.
His current research programme covers:
He leads the development of ForesightFlow's open research infrastructure, including the FFIC insider cases dataset, the Foresight Arena benchmark protocol, and the fflow Python toolkit.
Previously, he worked on quantitative research and technology across traditional finance and crypto markets.
Maksym Nechepurenko, Pavel Shuvalov · 2026 · arXiv preprint
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Maksym Nechepurenko · 2026 · arXiv preprint
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Maksym Nechepurenko · 2026 · Working Paper
arXiv · SSRN · DOI · Code · Data
Maksym Nechepurenko, Pavel Shuvalov · 2026 · Working Paper
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Maksym Nechepurenko · 2026 · Working Paper
PDF · arXiv · SSRN · DOI · Code · Data
Maksym Nechepurenko · 2026 · Working Paper
PDF · SSRN · DOI · Code · Data
Maksym Nechepurenko · 2026 · Working Paper
PDF · arXiv · SSRN · DOI
Maksym Nechepurenko · 2026 · Working Paper
arXiv · SSRN · DOI · Code
Maksym Nechepurenko · 2026 · arXiv preprint
PDF · arXiv · SSRN · DOI · Code
Maksym Nechepurenko · 2026 · Working Paper
PDF · arXiv · SSRN · DOI
Maksym Nechepurenko · 2026 · Working Paper
arXiv · SSRN · DOI · Code · Data
Maksym Nechepurenko · 2026 · Working Paper
PDF · arXiv · SSRN · DOI · Code
Maksym Nechepurenko · 2026 · Working Paper
arXiv · SSRN · DOI · Code