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's Liquidity Incenti…