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News
Physical AI must become industrial before it can scale
18+ hour, 24+ min ago (308+ words) A manufacturer could begin developing an automation application before the final physical part arrives, test synthetic versions against different conditions and identify weaknesses before factory acceptance. McDonnell says this opens the door to more concurrent engineering, reducing the period traditionally…...
One source of truth is the wrong target
2+ week, 21+ hour ago (844+ words) The phrase one source of truth promises order. In a factory, however, it can encourage the wrong ambition. A plant may need a machine identifier that makes sense to maintenance, a product definition that satisfies quality, and an enterprise code…...
Ten machine vision companies transforming manufacturing
3+ week, 1+ hour ago (290+ words) Machine vision delivers the greatest value when sophisticated inspection can be deployed without creating another layer of engineering complexity. Keyence has built a strong position in manufacturing by combining high-performance imaging with integrated vision systems designed to make automated inspection…...
The rise of robotics and Physical AI. By Sankar Natarajan
1+ mon, 2+ day ago (312+ words) The objective, however, is not fully autonomous factories or replacing human expertise. The real opportunity lies in creating more resilient, adaptive, and human-centric operations that deliver measurable business outcomes. Organizations that pursue Physical AI with a pragmatic mindset will be…...
Ten companies bringing Physical AI to manufacturing
1+ mon, 1+ week ago (918+ words) Manufacturing Today...