Quality Limits Emerge

The release attracts attention, but closer review finds uneven task quality, duplicated prompts, or weak verification logic. The dataset remains useful for experimentation but does not become a definitive standard for small-model RL.

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