the hallucination problem is especially bad in financial AI. one made-up revenue number and someone makes a bad investment. the actual 10-K is the only source of truth for company data
That sounds like way less of a problem than science. If you take bad sources you hurt yourself financially. For science (especially anything medicine related) you can hurt many others physically.
fair at the individual level. but now these tools are used in quant models and at retail scale — one systematically hallucinated metric can affect a lot of real portfolios
