Karotte Becomes Standard

Karotte is likely to benefit from the momentum created by Xiaomi's MiMo release, Hugging Face's unified RL environment support, and community voting for agent training. The 1M-run milestone gives Preference Model credibility as developers look for reproducible, low-cost RL pipelines for smaller models.

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