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