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AI & Machine LearningLatest publication Oct 24, 5:09 PM CDT

TensorRT’s Tuner Finds Speed Without Breaking Accuracy

NVIDIA’s TensorRT 11.1 tests multiple engine-building routes, removes inaccurate candidates, and keeps the fastest one that passes.

Alexander Cole· · 4 min read

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Bar chart comparing baseline and relative speedup results for several tuned performance tests.

Image / developer.nvidia.com

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Industry & Deployments

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

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

Industrial robot arm working over a fixture in a laboratory-style workspace.
Industrial Robotics•

Industry Next Links Robot Work to Simulation

Industrial robotic arms operating on a factory production line.
Industrial Robotics•

Hitachi and FANUC Plan Factory-Based Physical AI

Models, papers and evidence

AI & Research

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A small humanoid robot navigates a simulated obstacle course while software panels show AI-agent planning and training steps.
AI & Machine Learning•

How AI Agents Prepare Robots for Obstacle Courses

NVIDIA DGX Spark desktop system beside a laptop with colorful AI-themed graphics.
AI & Machine Learning•

Eight DGX Spark Systems Turn Local AI Into a Small Cluster

Diagram showing a database task workflow with screening, probing, classification, rollout, grading, and checkpoint updates.
AI & Machine Learning•

Database rewards make tool-using agents more repeatable

Proof versus promise

Humanoids

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Research figure showing LocoManiLab task environments and representative objects across rooms such as offices, kitchens, living rooms, bedrooms, and bathrooms.
Humanoids•

LocoManiLab Tests Humanoids Beyond Familiar Chores

Diagram showing the SP-HLM pipeline for sparse pose instructions, learned motion generation and whole-body control of a humanoid robot.
Humanoids•

Five Body Targets Guide a Humanoid’s Whole-Body Motion

Technical figure showing the linkage layout and labeled components of a printable humanoid-hand finger mechanism.
Humanoids•

A Simpler Linkage Could Make Humanoid Hands Easier to Build

Home robots, smart devices and autonomy

Consumer Tech

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White Dreame robot vacuum and its docking station beside a carpeted test ramp in a Vacuum Wars studio.
Consumer Tech•

Dreame D20+ Is a Strong Vacuum With a Basic Mop

White replacement roller brush for a robot vacuum lying on a tabletop.
Consumer Tech•

3D-Printed Parts Can Fix Annoying Robot-Vacuum Problems

Promotional graphic for a Woot vacuum sale showing a white robot vacuum alongside several upright and cordless vacuums.
Consumer Tech•

Woot’s Robot-Vacuum Sale Lists Four Deals to Check

Chinese research, products and deployments

China Robotics & AI

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A wheeled delivery robot climbs outdoor stairs beside a navigation interface showing its view and route.
China Robotics & AI•

Nüwa Tests Doorstep Delivery Without Site Mapping

Two robot arms performing tabletop manipulation tasks inside a test enclosure.
China Robotics & AI•

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•

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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