Han Zheng / 韩正

Han Zheng is the 速度科技 / Sudu Technology guest in E244｜端到端vs上下分层：机器人路径之争，正在转向？. He argues that the hardest part of robotics is not making robots look human, but making them manipulate ordinary objects reliably in open environments.

His main thesis is that Real Robot Data Strategy alone cannot carry general manipulation because the field lacks a massive deployed fleet. He therefore emphasizes Structured 3D Robot Data, Sim2Real, hardware/software co-design, and Layered Robot Architecture where low-level manipulation skills can be composed into longer tasks.

Connections

• 速度科技 / Sudu Technology - company context.
• Sim2Real, Open-World Robot Manipulation, and Layered Robot Architecture - core claims attributed to him in the source.
• Physical Intelligence, Generalist, Figure AI, Tesla, Google DeepMind, and Boston Dynamics - companies he compares in the global robotics race.