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title: "whitepaper — Stuff That Spins"
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# whitepaper

**Type:** product  
## Related Articles

- [Inside the Data Bottleneck Slowing Visual and Physical AI](https://stuffthatspins.com/spin/inside-the-data-bottleneck-slowing-visual-and-physical-ai) — August 12, 2026

## Related Claims

- A survey of over 700 professionals examines how visual and physical AI teams build systems, why models fail, and where data work drives production.

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