applied-research

This paper proposes TEAM-Design, a budgeted rule for allocating replay tasks to evaluate human-AI workflow effectiveness compared to human-only or agent-only alternatives, with applications in clinical and coding settings.

Jerry Liu discusses the difficulty of balancing research and product development, emphasizing that research requires long-term thinking and ignoring customer feedback, while product requires rapid iteration. He shares lessons from LlamaIndex's experience in applied research.

招聘信息：Vtrivedy Labs 正在招聘持续学习方向的研究人员，要求具备研究背景并热衷于构建代理人轨迹数据分析、环境更新及后训练等实验。

LangChain announces LangChain Labs, a new applied research lab focused on continual learning.