The Evolution of ChatGPT in Financial Modeling Over the past year, ChatGPT has transformed for me from a mere productivity experiment into something far more significant. It has become a cognitive scaffold for building and validating computational financial models. At a technical level, it has accelerated the translation of ideas into executable structures. I have used it to reason through factor construction, equity selection logic , benchmark comparisons, and regime-aware