[{"data":1,"prerenderedAt":-1},["ShallowReactive",2],{"blog-tag-machine-learning":3},[4],{"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"]