AI hallucinations can turn a useful analytical tool into a source of subtle (and costly) errors. In finance, where accuracy underpins every decision, understanding how and why hallucinations happen is not just good practice — it’s essential risk management. To illustrate, we ask AI to generate returns of a broad US stock market index and results are shocking…