An AI trading bot, known as 'ilovecircle', has reportedly earned $2.2 million in just two months on the prediction market platform Polymarket. The bot operates by continuously analyzing top market data, news, on-chain feeds, and smart wallet flows to identify underpriced market opportunities. With a 74% accuracy rate, it trades across various sectors including sports, politics, and cryptocurrency. The bot employs a neural network to evaluate potential outcomes and executes trades automatically through the Polymarket API. It dynamically adjusts its trading strategies every few minutes, recalculating profit and loss to decide whether to maintain, increase, or close positions. This approach leverages machine learning for cross-niche arbitrage and automated trading, contributing to its significant earnings.