The final missing piece in AI is visual cognition and understanding. In order for this dream to be realized, it takes more than winning scores at classifying ImageNet. Four years of experience in scaling, quality control, data management in the field of commercializing computer vision in the marketplace involved the procurement of the largest training dataset ever created for visual cognition and understanding. Brad is happy to be on a panel or host a technical workshop if you would like additional proposals for those options.