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AI & Machine LearningLatest publication Sep 28, 7:19 AM CDT

NVIDIA software reallocates power to add AI capacity

An NVIDIA-reported joint evaluation with Nscale found 49.2% more aggregate throughput, while P99 time to first token rose 17%.

Alexander Cole· · 1 min read

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Evaluation charts compare static power provisioning with DSX MaxLPS dynamic allocation and show gains in managed GPU capacity and aggregate throughput.

Image / developer.nvidia.com

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Industry & Deployments

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Research graphic showing an industrial humanoid robot surrounded by a chart of weight distribution among actuators, structural elements, battery, and other components.
Industrial Robotics•

Factory Demands Are Reworking Humanoid Robot Design

Worker uses a tablet beside an ABB robotic arm in an industrial workcell.
Industrial Robotics•

ABB’s E-Device Puts Robot Controls on Plant Tablets

White Epson six-axis robotic arm shown against a plain background.
Industrial Robotics•

Epson’s AX6 Cobot Targets Tight Spaces and Easier Programming

Models, papers and evidence

AI & Research

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Two robot arms operating on a tabletop beside computer monitors, with task-performance charts comparing platforms.
AI & Machine Learning•

Moving Robot AI Offboard Could Save Power

Close-up of a person's hand wearing fingertip sensors beside a polygraph chart.
AI & Machine Learning•

Pentagon proposes AI-assisted lie detection

Bar chart comparing Mixtral-8x7B training throughput on eight B200 GPUs, showing the Transformer Engine reaching 9,050 tokens per second per GPU versus lower baselines.
AI & Machine Learning•

How BioNeMo Cuts Overhead in Biological AI Training

Proof versus promise

Humanoids

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Blue autonomous agricultural robot with four wheels operating outdoors among crop rows.
Humanoids•

Agility Robotics Is Exploring Robots With Wheels

RoboBusiness graphic announcing the “State of Humanoids” keynote, with panelist headshots and event details.
Humanoids•

RoboBusiness 2026 Panel to Examine Humanoid Readiness

Humanoid robots and pedestrians on a city sidewalk, with colored translucent overlays across the scene.
Humanoids•

How Attackers Can Make Robots Behave Badly

Home robots, smart devices and autonomy

Consumer Tech

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A robot floor cleaner sits beside its docking station while a hand points to components in a multi-panel product demonstration.
Consumer Tech•

Roborock’s Saros 20 Flow Uses a Self-Cleaning Roller Mop

White MOVA V70 Ultra robot vacuum cleaning beside a table base indoors.
Consumer Tech•

MOVA’s V70 Ultra Reaches Farther Along Edges

Black Roomba robot vacuum shown in a promotional collage with household appliances and a phone displaying the Roomba app.
Consumer Tech•

Roomba 105 drops to $189 at Walmart

Chinese research, products and deployments

China Robotics & AI

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Two robotic arms sort items on a factory conveyor during a timed demonstration, with a performance display visible.
China Robotics & AI•

X Variable Tests One Robot Model in Factories and Homes

Humanoid robot diagram beside a bar chart showing Chinese manufacturers' market shares.
China Robotics & AI•

Humanoid Shipments Grow, but Factory Use Remains Limited

White Epson laboratory robots and automated equipment arranged on workstations in a modern lab.
China Robotics & AI•

Epson Says AI Could Sharpen Its Industrial 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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