CDS Paper Tracks Cognitive Demand to Boost LLM Reasoning

A new arXiv paper introduces Cognitive Demand Steering (CDS), a training-free method that tracks unresolved cognitive demand to adaptively improve LLM reasoning. The authors credited collaborators and acknowledged inspiration from a universal cognitive scale framework.

2026-09-08 ~ 2026-09-08 · 2 related posts

• Training-Free Cognitive Demand Steering Boosts LLM Reasoning Across Frontier Models — schwarzjn_ · 2026-09-08
• CDS Paper Authors Credit General Scales Framework as Methodological Inspiration — schwarzjn_ · 2026-09-08