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Physical AI Practitioner Survey

Core Matter is gathering firsthand perspectives from people researching, building, supplying and deploying robots. What’s improving in your work, what remains difficult, and what would help?

Answer about one current or recent project you know well, including paused or discontinued work. Estimates are welcome. You can skip questions. Please don’t include confidential business information.

Your responses will be kept confidential and anonymized before publication. We won’t identify you or your organization, or attribute a quote, without your permission. Email is optional and used only for the contact preferences you choose.

Open through December 4, 2026.
Questions? michelle@corematter.com

P1. Which role best describes the work you will answer about?

Choose a practitioner role if you can answer about work you personally performed or directly managed. Board membership alone does not establish operational knowledge.
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