Validity Issues Surface

A meaningful minority scenario is that some submitted improvements fail verification, are overstated, or reflect benchmark overfitting. That would not undermine AI research broadly, but it would cool near-term claims about autonomous mathematical discovery.

Each figure is the modeled move of the S&P 500 if the outcome occurs. For information only. Not investment advice.