Verkada says NVIDIA is now both an investor and technical collaborator as it scales physical AI across more than 2.4 million devices. The deal turns enterprise security cameras into a clearer test case for AI video search, synthetic training data, and governance around real-world monitoring.
Meta paused its Model Capability Initiative after reports that employee activity data collected for AI training was exposed internally. The episode shows why training AI agents on real workplace behavior needs security controls as strict as the systems those agents may eventually operate.