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A person shares the open-source automated trading tools he built for Polymarket, including data scraping, a market-making bot, and a machine learning pattern recognition system.
A junior student at Shanghai Jiao Tong University used Claude to build a trading bot and earned $193,000 on Polymarket, employing arbitrage, market making, and hedging strategies.
A developer created a profitable prediction market bot using Anthropic's Claude AI, which analyzes wallets and executes trades with a 74% win rate, gaining attention from an Anthropic engineer.
OctagonAI released an open-source CLI that backtests AI-driven edge detection on Kalshi prediction markets, executing sized trades via half-Kelly sizing and a 5-gate risk engine.