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SKALE Labs builds an AI agent training ground modeled on Polymarket's prediction markets

8/13/2026

Agent Pit is now live: a paper-trading prediction market sandbox from SKALE Labs built to let developers train AI agents against Polymarket-style market structure before those agents commit real capital.

The environment runs on SKALE's zero-gas blockchain, so the cost of iterating through bad agent strategies during training is zero.

What Agent Pit does Prediction markets are difficult testing grounds for autonomous agents because the feedback is immediate and the payoff structure is binary.

An agent that misprices the probability of an outcome on a live Polymarket contract loses money on resolution.

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