Generative AI Creates Optimized Automation Designs
Generative AI is reshaping how engineers design automation cells, robot layouts, and fixturing—cutting design cycles from weeks to days with optimized configurations.
44 articles
Generative AI is reshaping how engineers design automation cells, robot layouts, and fixturing—cutting design cycles from weeks to days with optimized configurations.
Amazon Robotics unveils an AI-powered bin picking system achieving 99.5% pick success on random bin contents, signaling a shift in warehouse and manufacturing automation.
OSHA's new framework for AI-controlled safety systems sets validation, monitoring, and documentation requirements for manufacturers deploying AI in safety-critical applications.
ROS 3 launches with native AI integration, real-time determinism, and industrial-grade security. Here's what it actually changes for manufacturers running robotic systems.
Apple is expanding automated iPhone assembly in the U.S. with FANUC and Epson robots handling micro-assembly at 0.02mm tolerances. What this means for domestic electronics manufacturing.
Global robot density hits 162 units per 10,000 workers. South Korea leads at 1,012. What these IFR numbers mean for North American manufacturers.
Yaskawa demonstrated an AI welding system that learns parameters from expert welders, cutting programming time 80%. How learning-from-demonstration changes robotic welding.
Humanoid robots from Figure, Tesla, Agility, and others are entering factory pilots. An engineer's honest look at where they work, where they don't, and what it means for automation.
Machine learning models now predict weld defects before they form, hitting 99% accuracy by analyzing arc voltage, wire feed, and thermal signatures in real time.
BMW's new AI-integrated factory in South Carolina sets a benchmark for smart manufacturing with end-to-end AI from planning through production and quality control.
Rockwell Automation's $800M acquisition of an AI vision startup signals a major shift in machine vision and quality inspection for manufacturing.
Video-based learning lets robots watch human workers and replicate assembly tasks without manual programming. Here's how it works and where it's headed.