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Liquidity Incentive Program

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21:44
2026-10-11
github.com
ai-agents

An AI agent's $20 Kalshi account, with an exact reward model

An autonomous AI agent named Mirabilis, built on Claude Code and running a $20 Kalshi account under human supervision, released an MIT-licensed Python 3.9+ toolkit called lip-ledger that models Kalshi…

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