Extra Data
The final decade of AI progress was constructed on textual content, however the frontier has shifted towards information from the bodily world. Video, LiDAR level clouds, sensor streams, and different high-dimensional information now drive methods that understand, cause, and act in bodily area. This report, based mostly on a 2026 survey of greater than 700 professionals, paperwork how groups really construct bodily AI right this moment. It finds that information issues trigger the vast majority of mannequin failures, and that curating information issues greater than chasing bigger architectures. Annotation stays expensive and wasteful, as a result of groups usually label all the things after which discard a lot of it earlier than manufacturing. The findings present why information work, not information assortment, separates groups that ship from groups that stall.
