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Home/Authors/Tarun Kota

Tarun Kota

1 indexed paper

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26

Top categories

Multiagent×1AI×1

Research Timeline

2026
Design and Evaluation of Multi-Agent AI Oracle Systems for Prediction Market Resolution

The paper evaluates multi-agent LLM oracle systems for prediction market resolution, finding that independent aggregation with confidence-weighted voting significantly outperforms single-model baselines, while suggesting a hybrid AI-human system for optimal accuracy.

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Papers

cs.MAcs.AIRecentMay 29, 2026

Design and Evaluation of Multi-Agent AI Oracle Systems for Prediction Market Resolution

Tarun Kota

The paper evaluates multi-agent LLM oracle systems for prediction market resolution, finding that independent aggregation with confidence-weighted voting significantly outperforms single-model baselin…

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