Ryan Nadel

Interactive Speculative Planning: Enhance Agent Efficiency through Co-design of System and User Interface

Agents, as user-centric tools, are increasingly deployed for human task delegation, assisting with a broad spectrum of requests by generating thoughts, engaging with user proxies, and producing action plans. However, agents based on large language models often face substantial planning latency due t…