Benchmark Limits Emerge

Follow-up testing shows the Stanford model learned useful abstractions, but only within constrained synthetic tasks. Investors and researchers still view the work as important, but less immediately disruptive to frontier model training or the data-licensing market.

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