
NVIDIA has released DeepStream 9.1, a significant update bringing agentic AI capabilities to vision analytics. This release introduces Multi-View 3D Tracking (MV3DT) and AutoMagicCalib (AMC) as agentic skills, drastically simplifying cross-camera object tracking and calibration. Developers can now build sophisticated, multi-camera AI pipelines faster and with unprecedented accuracy.

NVIDIA introduced the T3000 and T2000 Jetson modules based on the Thor architecture, advancing mainstream robotics and edge AI applications. These compact, power-efficient AI supercomputers enable mass-market deployment of general-purpose robots and autonomous machines. The new modules deliver high AI compute performance, integrated functional safety, and seamless running of the NVIDIA Halos for Robotics full-stack safety system.

NVIDIA's Jaiveer Singh leads the charge in accelerating the future of robotics with Isaac ROS, a CUDA-accelerated software platform built on ROS 2. This initiative empowers developers to build and deploy autonomous robots faster, bridging the gap between imaginative concepts and real-world utility. Isaac ROS is poised to become the foundational 'connective tissue' for the physical AI era.
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