Trained on Tickers, Tuned for Trust: The New Frontier of FinTech AI
From Spreadsheets to FinGPT: Why Finance Needs Its Own Foundation Models General-purpose LLMs like GPT-4 and Gemini have shown surprising skill in handling financial tasks — summarizing earnings reports, analyzing sentiment, even giving portfolio advice. But beneath this performance lies a troubling mismatch: these models aren’t trained for the language, structure, or regulation of finance. In high-stakes domains where every decimal and disclosure matters, hallucination isn’t just a bug — it’s a liability. ...