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Inside the Data Bottleneck Slowing Visual and Physical AI

A survey of 700+ AI professionals identifies data curation and labeling as the primary bottleneck in deploying visual and physical AI systems, highlighting operational friction rather than algorithmic limitations.

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IEEE Spectrum AI

Aug 12, 2026

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01 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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