Jetson AGX Orin (Product): news timeline & CVEs

From Earth to Orbit, France’s Ecosystem Delivers Agentic Computing at Scale With NVIDIA

NVIDIA highlights French firms deploying agentic AI, from an orbital Jetson satellite to Nemotron tools and Mistral Large 4.

NVIDIA said French companies are deploying agentic computing on its stack across space, finance, government, and research. Bull plans European production of Vera Rubin Ultra NVL72 systems for 2028, and the Altair-1 satellite, integrated by Loft Orbital, flies Jetson AGX Orin modules running Mistral models. LINAGORA and Docaposte secured the CANUT agreement so Nemotron-based Twake.ai is the referenced sovereign workplace for more than 2,500 public organizations. Mistral also placed open-weight Mistral Large 4 into private preview for cyber defense, manufacturing, finance, and multimodal tasks.

NVIDIA Blogupdated Oct 15, 19:53 UTC · 1d agofirst Oct 13, 05:00 UTC · 3d agoAI industry 4 sources6· 2 reads

TrackFlood: Relocating Latency Attacks from NMS-Free Detectors to Real-Time Trackers

TrackFlood overloads real-time trackers behind NMS-free detectors, causing deadline misses at higher budgets.

TrackFlood is a white-box latency attack that shifts sponge-style overload from NMS-free detectors to downstream multi-object tracking. It targets YOLOv10, YOLO26, and RT-DETR detect-then-track pipelines, creating spatially distributed phantom detections while leaving detector inference time essentially unchanged. On an NVIDIA Jetson AGX Orin with TensorRT FP16, an L-infinity budget of 8/255 caused measurable tracker overload but only modest end-to-end slowdown; a higher-budget stress test produced severe slowdowns and sustained deadline misses. A bounded-admission layer largely restored latency while dropping some clean detections.

arXiv cs.CRSep 27, 21:43 UTC · 19d agoAI safety & security

Jetson AGX Orin

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From Earth to Orbit, France’s Ecosystem Delivers Agentic Computing at Scale With NVIDIA

TrackFlood: Relocating Latency Attacks from NMS-Free Detectors to Real-Time Trackers