An Interactive Paradigm for Deep Research

In three linesSteER is a framework for interactive deep research using LLMs. It introduces interpretable control points allowing users to correct course mid-process via cost-benefit formulation. Results: +22.80% alignment improvement vs baselines, preferred by human readers in 85%+ of pairwise judgments.

Summary generated by Claude — human-verified