Deedy Das观察到新兴现象:小型团队利用AI模型运营量化基金,数月内实现资本翻倍。传闻SSI也是量化对冲基金。知名对冲基金(如Jane Street)正用GPU集群测试LLM交易;同时大量散户向Claude/GPT咨询股票建议或“vibe code”交易引擎。这引发对市场影响的思考:有效市场假说可能被“相关性模型假说”取代;美联储小规模研究显示不稳定效应;交易集中化易受“投毒”攻击;模型alpha会随时间衰减,需开发抗AI交易策略。最终能否参与取决于token成本承受能力。
There's a new phenomenon of small groups of people who are running these small little quant funds driven by AI models who are making fuck-you returns.
I've personally seen many who are 2x'ing capital in months. Many unsubstantiated rumors also claim SSI is a quant shop too.
Well known quant funds have all tested out LLMs for trading. Some claim it doesn't work. Others, well.. what do we think Jane Street doing with their huge GPU cluster? On top of that, there's a ton of people asking Claude / GPT what stocks to buy and/or "vibe code me a trading engine". Applies to other financial instruments too: derivatives, futures, crypto, and on the less sophisticated side, prediction masks.