: You can find the technical paper on OpenReview or arXiv . 2. rc-zip: Rust Implementation of the ZIP Format

: Supports ZIP data appended to other files (like self-extracting executables).

: It enables "adaptive generation," where the model can decide to stop early if the predicted reward is high or pivot to a different path if it senses a high-cost, low-reward outcome. On math benchmarks, it has shown accuracy improvements of up to 12% while maintaining lower average costs.

: ZIP-RC reuses unused "logits" (the model's internal numerical outputs) during a standard forward pass to predict two critical factors for the current generation: Reward : The predicted quality or correctness of the output.