[{"data":1,"prerenderedAt":-1},["ShallowReactive",2],{"blog-tag-trading":3},[4,17],{"title":5,"description":6,"slug":7,"date":8,"category":9,"tags":10,"cover":16},"ML vs LLM as Signal Generators: Eight Dimensions Where the Choice Is Already Made","ML vs LLM as a trading signal generator, broken down across eight dimensions: cost shape, failure mode, reproducibility, interpretability, and the one row where the LLM actually wins.","ml-vs-llm-signal-generators","2026-05-25","insights",[11,12,13,14,15],"ai","trading","llm","machine-learning","signals","\u002Fblog\u002Fml-vs-llm-signal-generators.svg",{"title":18,"description":19,"slug":20,"date":21,"category":9,"tags":22,"cover":24},"I Asked an LLM to Generate 20 Trading Strategies. 14 Were the Same Thing.","After generating 20 LLM trading strategies, 14 reused the same mean-reversion shape. Here is what breaks when AI skips the validation stack.","llm-trading-strategies-clone-problem","2026-05-15",[11,12,13,23],"backtesting","\u002Fbanner.png"]