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AI IntelligenceSep 25, 2026AI Intelligence
Article

Forecast-Dojo uses 1,568 Polymarket events to train LLM forecasting agents

Researchers have introduced Forecast-Dojo, a replayable environment for benchmarking and training LLM forecasting agents using 1,568 Polymarket events and 18.8 million dated news articles. The platform allows agents to research events and update predictions at successive historical dates.

Frontier EditorialSource: arXiv
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Forecast-Dojo uses 1,568 Polymarket events to train LLM forecasting agents: Researchers have introduced Forecast-Dojo, a replayable environment for benchmarking and training LLM forecasting agents using 1,568 Polymarket events and 18.8 million dated news articles. The platform allows agents to research events and update predictions at successive historical dates.

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