Openshelf 创始人 Chiu 谈实验室机器人为何需要 AI 智能体

Hi Everyone,

The first talk from the summer’s summit is online below featuring Chiu, Founder of Openshelf and Founder of Opentrons! We’ll be releasing new edits every week to share in case you missed them. More below.

Also, 🎯 Applications for the next AI for Science Fellowship close Sept 15. Free, virtual, 100 days. Apply here.

Why Lab Robots Need AI Agents — Chiu Chau, Openshelf

AI agents are moving fast. Lab hardware needs to catch up. Chiu Chau, founder of Openshelf, explains why the next generation of lab robots needs to communicate with agents—and what that changes for scientists and automation engineers.

Drawing on his experience building open-source lab tools, Chiu traces the shift from Python and APIs to MCP, CLI interfaces, and agent-driven hardware. He shares the story of a $50,000 robot-head crash caused by an unreadable error code, then describes Openshelf’s approach to inventory automation, built-in cameras, automated calibration, and asking Claude what went wrong.

In this talk:

• Why closed-box lab equipment holds back automation

• How MCP and CLI interfaces connect AI agents to physical robots

• Using Claude to add features and diagnose problems

• The chemical inventory problem inside modern pharma labs

• Operating robots remotely and the potential for coordinated fleets

• Why authorization safeguards belong inside the machine

• What agent-driven liquid handling and imaging could unlock next

Speaker: Chiu Chau, Founder, Openshelf

Connect more with him here.

Recorded at AI Science Summit 2026 in San Francisco.

Presented by Worldwide Studios.

Full Video on YouTube

100 Day AI Fellowship, Apply by Sept 15th

100 days to build and launch something that matters in science. The cohort runs October to January, fully virtual and free, with demos every two weeks and a final demo day at the end.

Past fellows include engineers, researchers, lab scientists, and founder. All skill levels welcome.

Learn more here

More events coming soon for the fall!

Stay tuned,

Michael

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