Local RL adoption

The most likely outcome is that the 82% VRAM reduction meaningfully expands the population able to fine-tune reasoning models, especially developers with consumer GPUs and small cloud budgets. This reinforces Hugging Face as the default distribution layer for open RL workflows after its recent Hub environment unification.

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