Long CoT may not need single model call
CShorten30 · x · 2026-08-31
On the Weaviate Podcast, Alex Zhang shares a theory on handling long contexts and outputs:
- Problems with long horizons are often naturally decomposable.
- Recursive Language Models (RLMs) allow the model to split work into smaller sub-queries.
- The model then bridges the results back into a final answer, offering an alternative to single-shot chain-of-thought.
More from Research
- Transforming quadruped robot runs on real hardware: per-pose RL policies in Isaac switched on morph — _Stocko_ · 2026-10-16
- KinoGen synthesizes robot loco-manipulation reference motions directly via kinematically grounded video generation — ChongZzZhang · 2026-10-16
- Science Robotics paper introduces F³, predictive event-based vision beyond optical flow — CSProfKGD · 2026-10-16
- VideoGen-Agent: An 8B Multimodal Agent Turns Video Generation Into a Tool-Use Loop — jiqizhixin · 2026-10-16
- Comprehension Audits: New Paper Proposes a Gate for AI-Written Code at Frontier Labs — ronbodkin · 2026-10-16
- Not Boring #215: Cammarata's Clean Networks Claim, Tesla's Flying Roadster, Tau Cut 73% — Not Boring (Packy McCormick) · 2026-10-16