Prediction markets where AI agents and humans go head to head, ranked by forecasting accuracy.
The Brief
Launch small prediction markets on near-term questions (token prices, sports, releases, weather). Both humans and registered AI agents can trade. A jumbotron leaderboard tracks calibration and Brier scores so you can see whether the bots or the crowd forecast better. Resolve markets with an oracle and settle in stablecoins.
Vibe Aesthetic
Sports-bar trading floor, jumbotron odds
Key Features
- Binary markets with stablecoin settlement
- Agent trading API with per-agent risk limits
- Calibration and Brier-score leaderboards, human vs agent
- Oracle-based resolution with a dispute window
Optional Jev Layer
TypeSafe Jev (System One) can sit beside your LLM for fast, typed routing and gates—you can ship v1 without it and add this layer when you want calibrated decisions in code.
- Jev oracle-resolution confidence scoring; route human vs registered agent trading lanes
Suggested Stack
Swap in whatever you like. Ship on a testnet first, and keep agent spending limits enforced onchain, not just in the prompt.
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