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On-Device Machine Learning

Understand how on-device machine learning powers faster, efficient IoT insights without cloud reliance.

Action shot as Skild AI has launched its S1 robot foundation model on NVIDIA infrastructure, training robotics systems using single video demonstrations.

On-Device Machine Learning

11th September 2026

Skild trains S1 robot physical AI model on NVIDIA infrastructure

Circuit board as Telit Cinterion has revealed an edge AI SDK alongside planned AI-enabled cellular module variants designed to run machine learning on-device.

On-Device Machine Learning

10th September 2026

Telit Cinterion details edge AI SDK for cellular modules

USI launches edge AI camera for factory-floor inspection

On-Device Machine Learning

8th September 2026

USI launches edge AI camera for factory-floor inspection

Nvidia Jetson Orin Nano 2 targets factory-floor edge AI

On-Device Machine Learning

28th August 2026

Nvidia Jetson Orin Nano 2 targets factory-floor edge AI

In the back of a self-driving autonomous vehicle as Waymo has outlined the AI architecture behind more than 200 million fully driverless miles, from sensor fusion to safety validation.

On-Device Machine Learning

27th August 2026

Waymo explains AI behind 200M driverless miles

Abstract digital brain in a humanoid as the GEN-1.5 robot model from Generalist AI learns new physical tasks from one demo, without gradient updates.

On-Device Machine Learning

20th August 2026

Generalist AI’s GEN-1.5 robot model learns tasks from one demo

Taxi sign as Nvidia is releasing Alpamayo 2 Super, an open reasoning model that is licensed for commercial robotaxi and AV development.

On-Device Machine Learning

5th August 2026

NVIDIA opens AV reasoning model to robotaxi developers

Robot hand as NVIDIA introduced the Thor-based T3000 and T2000 chips today, targeting mass-market robotics and edge AI deployment.

On-Device Machine Learning

16th July 2026

NVIDIA T3000 and T2000 target robotics cost and power limits

Supermicro expands edge AI systems for industrial IoT workloads

On-Device Machine Learning

24th June 2026

Supermicro expands edge AI systems for industrial IoT workloads

Abstract structure in brand colours as NVIDIA Halos OS brings embedded hardware safety directly to physical AI workloads across industrial deployments.

On-Device Machine Learning

23rd June 2026

NVIDIA Halos OS upgrades the safety of physical AI workloads

Green crab as NVIDIA NemoClaw AI agents are automating industrial engineering workflows across major enterprise software applications.

On-Device Machine Learning

4th June 2026

NVIDIA NemoClaw AI agents automate industrial engineering

Abstract data explosion forming an eye as exploding cellular IoT data traffic from agentic AI and remote vision will require infrastructure scaling to meet workload demands.

On-Device Machine Learning

29th April 2026

Agentic AI and remote vision cause cellular IoT traffic explosion

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