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Agentic Application2026.0117 min

Noya.ai: Agents in Prediction Markets

Noya.ai:预测市场中的智能体

Read on Substack ↗

Summary

A study of prediction-market agents that compress the "research → judgment → execution → monitoring" loop into a single system, turning intelligence into on-chain action.

Why it matters

The value of prediction-market agents is not "more accurate AI" but faster, more disciplined information processing and execution.

Key ideas

01

Prediction markets are information-aggregation systems; agents amplify their efficiency.

02

Executable probabilistic portfolio management is the right framing.

03

Intelligence, abstraction and execution layers close the loop.

Versions

Chinese and English versions of this report.

Chinese Article · Substack ↗English Article · Substack ↗Chinese Article · X ↗English Article · X ↗

Social threads

Chinese Thread ↗English Thread ↗

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