2 Matching Annotations
  1. Last 7 days
    1. Our framework improves both the decision agent to learn better skill retrieval and action generation, while the skill bank agent continually extracts, refines, and updates skills together with their contracts.

      该框架不仅提高了决策智能体的技能检索和动作生成能力,而且技能库智能体持续提取、精炼和更新技能及其合约,这表明了框架在技能管理和更新方面的效率。

  2. Apr 2026
    1. Contemplating mode provides significant capability improvements in challenging tasks, achieving 58% in Humanity's Last Exam and 38% in FrontierScience Research.

      这些具体数字展示了多智能体并行推理的惊人效果,接近人类水平的能力提升,暗示了AI协作模式可能成为解决复杂问题的关键路径,而非单纯扩大模型规模。