Chenyang Fu

Robots can't truly improve themselves yet; current systems lack the crucial ability to recursively refine their own learning processes based on physical experience.

TokenPilot slashes inference costs by up to 87% without sacrificing performance, tackling the critical trade-off between context management and cache efficiency in LLM agents.