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AI & Machine LearningLatest publication Sep 24, 5:13 PM CDT

How BioNeMo Cuts Overhead in Biological AI Training

NVIDIA’s runnable recipe groups expert calculations, uses 8-bit values, and fuses several operations; its benchmark reports up to 2.21× higher throughput on eight B200 GPUs.

Alexander Cole· · 5 min read

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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.

Image / developer.nvidia.com

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Industry & Deployments

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Exterior of a modern industrial building in Torrance, California.
Industrial Robotics•

Helicon Plans Robot-Run Carbon-Fiber Production

Composite graphic showing industrial robotics software functions including perception, motion planning, grasp planning, sensor-based control, simulation, and calibration.
Industrial Robotics•

Intrinsic Opens Core Robotics Tools for Industrial Developers

Hirebotics collaborative robot welding at a workbench beside a person using a tablet to control a cobot arm.
Industrial Robotics•

Hirebotics Cobots Track Moving Parts and Reach Large Workpieces

Models, papers and evidence

AI & Research

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Diagram showing a GPU cluster readiness workflow that tests nodes and identifies a failing node.
AI & Machine Learning•

How NVCRE Finds Weak Nodes Before AI Jobs Start

Benchmark chart comparing coding-agent pass rates on ordinary tests with tests that include model-serving end-to-end evaluation.
AI & Machine Learning•

SWE-Serve tests coding agents on live model servers

An orange-and-white cat eats from a white automated pet feeder beside a wall.
AI & Machine Learning•

Granary 2 Tracks Which Cat Eats Each Meal

Proof versus promise

Humanoids

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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

Research workflow diagram showing humanoid robot calibration through upper- and lower-limb motions, head movements, and standing poses.
Humanoids•

How OmniCalib Recalibrates a Humanoid Without Markers

Home robots, smart devices and autonomy

Consumer Tech

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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

Three Dyson Nurovi robot cleaners and their tall docking stations arranged against a dark background.
Consumer Tech•

Dyson’s Nurovi Robots Split Vacuuming From Mopping

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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