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An intern in Guangzhou built a trading bot using Claude and netted $63,000 on Polymarket through high-frequency small-spread trades, demonstrating the application of AI-assisted quantitative trading in prediction markets.
Recommends 4 open-source quantitative trading tools/frameworks (VeighNa, AI-Trader, StockSharp, QuantDinger), emphasizing that they are suitable for ordinary users to conduct US stock quantitative trading, helping to free your hands and let the model handle trading.
A Chinese girl with no quant background used Claude Code over a weekend to create a trading bot covering five instruments, employing mean reversion, breakout, and trend strategies, achieving significant returns, demonstrating the potential of AI tools in automated trading.
A former Citadel quant trader, after being fired, rebuilt the entire trading algorithm using Claude Fable 5 in 48 hours, and through hedge trading on Polymarket, has profited $430,000. The story highlights a probability-based high-frequency trading strategy and the application of the law of large numbers.
Fincept Terminal is a free, open-source financial terminal built with C++20, integrating 37 AI agents (simulating investment masters like Buffett and Munger) and 100+ real-time data sources. It offers professional charts, quantitative backtesting, and risk analysis, aiming to be a free alternative to Bloomberg.
In the past two weeks, the AI Agent ecosystem has expanded from code writing to multiple vertical domains including job hunting, education, video production, security auditing, and quantitative trading. The community has contributed tools such as shushu-internship-tool, hermes-edu-skills, etc., marking the transformation of agents from code-assistance tools to all-around assistants.
Jane Street revealed inside views of its AI training center in Texas, housing 4,032 GPUs, 8,000 kilometers of fiber optics, and a full liquid cooling system, while recounting the 20-year evolution from a humble start with six Dell hosts to today's extreme trading system.
This article outlines Jim Simons' quantitative trading philosophy and argues that AI tools like Claude Code can lower the barrier for ordinary people to build automated trading systems, enabling strategy validation and compounding.
AlphaCrafter is a full-stack multi-agent framework for cross-sectional quantitative trading that uses specialized agents for factor mining, screening, and trading to adapt to evolving market conditions.