The new Portfolio Simulator expands the platform beyond stock discovery and into portfolio construction, momentum monitoring, and execution workflow. Investors can select companies directly from the Top 100 Growth table, Single Stock research pages, or future ranking dashboards and add those selections into a personalized simulated portfolio. Unlike a traditional watch list, the simulator preserves the original baseline analysis price from the Fintech Trades research dataset

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