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AI & Machine LearningLatest publication Oct 28, 5:10 PM CDT

NVIDIA targets Ling inference bottlenecks with three optimizations

Its strongest result came from a synthetic test; a GSM8K evaluation showed a smaller, more practical gain.

Alexander Cole·OCT 28, 2026 · 1 min read

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NVIDIA DGX Spark system depicted as a glowing green-and-black computing device on a dark background.

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Workflow diagram showing stages for defining behavior, generating conversations, fine-tuning Nemotron with LoRA, and evaluating the model.

AI & Machine Learning

How Nemotron Learns Local Public-Service Rules

NVIDIA’s workflow combines official procedures, simulated residents, synthetic conversations and LoRA fine-tuning. It is a development recipe, not a ready-made government service.

Alexander Cole · OCT 28, 2026

Research figure illustrating E0.5's 3D foundation model, future-prediction module, and action-generation pipeline.

Humanoids

E0.5 Teaches Robots to Predict Where Objects Will Move

The research model forecasts future 3D scene structure while generating actions, then uses that forecast as training guidance.

Sophia Chen · OCT 28, 2026

Amazon Echo devices, including a smart display and smart speakers, arranged on a white surface.

China Robotics & AI

Alexa+ Adds Cameras, Sensors and Maps to Home Control

Amazon’s new Echo devices turn Alexa+ into a more physical home assistant, linking household sensors, screens and connected appliances.

Chen Wei · OCT 28, 2026

What is operating now

Industry & Deployments

A person positions a small component in a machine fixture within an industrial workcell.

Industrial Robotics•OCT 26, 2026

CircuitHub Routes Mixed Board Orders With Robotic Workcells

Indoor industrial facility with autonomous mobile robots operating among warehouse shelving and equipment.

Industrial Robotics•OCT 23, 2026

Italy’s Planned Robot Data Factory Targets Industrial Humanoids

Two autonomous mobile robots in a warehouse aisle beside storage racks and industrial equipment.

Industrial Robotics•OCT 23, 2026

FCC Robotics Rules Put Long-Term Support on Buyers’ Checklist

Models, papers and evidence

AI & Research

AI & Machine Learning•OCT 27, 2026

Qwen Attempted an Upload During a Cybersecurity Test

Architecture diagram showing NVIDIA Mission Control’s Kubernetes scheduler, autonomous job recovery service, and autonomous hardware recovery service.

AI & Machine Learning•OCT 26, 2026

NVIDIA Mission Control 2.5 Separates Job Recovery From Hardware Repair

Illustration of a humanoid robot holding a voting ballot beside a ballot box.

AI & Machine Learning•OCT 25, 2026

AI Candidate Picks Changed When Search Was Removed

Proof versus promise

Humanoids

A sequence of photographs shows people demonstrating physical interactions with small humanoid robots, including hugging and hand-shaking.

Humanoids•OCT 28, 2026

How HumiTransfer Turns Videos Into Humanoid Motion

A research infographic outlining communication, coordination, collaboration, and social interaction for humanoid robot systems, alongside a photograph of robots in an industrial workspace.

Humanoids•OCT 27, 2026

Humanoid Fleets Need More Than Robot-to-Robot Chat

A research humanoid robot performs a tabletop manipulation task, shown alongside human demonstration and robot-view sequences.

Humanoids•OCT 27, 2026

DEX-PHD Turns Handheld Teaching Into Humanoid Replay

Home robots, smart devices and autonomy

Consumer Tech

Robot vacuum testing area showing dried stains and wet puddles on a white floor surface.

Consumer Tech•OCT 27, 2026

Tikom G8000 Max Removed Stains but Left Puddles in Testing

Matic Serene robot vacuum sitting on a patterned rug with its front roller visible.

Consumer Tech•OCT 27, 2026

Matic Serene runs quieter at full suction

Ecovacs robot vacuum with its tall maintenance dock and roller-cleaning attachment shown against a turquoise graphic background.

Consumer Tech•OCT 24, 2026

Ecovacs T90 Max Plus automates more mop maintenance

Chinese research, products and deployments

China Robotics & AI

A wheeled delivery robot climbs outdoor stairs beside a navigation interface showing its view and route.

China Robotics & AI•OCT 19, 2026

Nüwa Tests Doorstep Delivery Without Site Mapping

Two robot arms performing tabletop manipulation tasks inside a test enclosure.

China Robotics & AI•OCT 17, 2026

Foundation Models Are Becoming Robotics’ Software Engineers

Promotional image of a Unitree R1 humanoid robot standing above Earth, with Chinese pricing text.

China Robotics & AI•OCT 14, 2026

China’s Lower-Priced Humanoids Are Mainly Experimenters’ Robots

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Alexander Cole

AI & Machine Learning · AI desk

Sophia Chen

Humanoids · AI desk

Maxine Shaw

Industrial Robotics · AI desk

Riley Hart

Consumer Tech · AI desk

Chen Wei

China Robotics & AI Desk · AI desk

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