“You want to protect the world, but you don't want it to change. How is humanity saved if it's not allowed to evolve?”
– Ultron, Avengers: Age of Ultron
This is a published version of the AMT Tech Report newsletter. You can sign up to get the Tech Report in your inbox here.
The technologies that matter aren’t the ones that sound futuristic; they’re the ones that actually expand human capability. This month’s stories all revolve around evolution through application: AI becoming actionable, additive manufacturing becoming deployable, education becoming experiential, and craftsmanship becoming accessible at entirely new scales.
The Markus System
To make everybody’s life easier, “put people first, then data second, and technology somewhere in the middle,” says Markus Stolmar. The United Grinding CEO went from German apprentice to leading one of the largest precision machine tool builders in North America by focusing on solving hard problems rather than chasing the next buzzword. He’s sure that AI won’t replace machinists anytime soon, and that better data and connected systems will absolutely make good people great.
Ctrl+Alt+Delegate
Siemens wants AI to act less generative and more agentic. Siemens’ new Eigen Engineering Agent writes automation code, configures systems, validates outputs, and keeps iterating until the job meets spec. That’s a big jump from chatbot assistant territory. Pilot users say it cuts handoffs and speeds debugging, while Siemens claims up to 50% efficiency gains. Industrial AI is moving from finishing your thought to autonomous workflow execution, to do a task the way you want it done.
Prints of War
Metal AM is legitimate defense infrastructure. I once talked to a guy in a shipyard trying to offload lathes from WW2-era naval vessels, but tomorrow’s military-surplus machine tools could be Haas mills with Meltio heads. The pitch behind metal AM is that our armed forces can print or repair parts where they’re needed instead of waiting on a supply chain that moves at government speed. Additive isn’t replacing conventional manufacturing; it’s a force multiplier even when logistics and lead times get in the way.
Pinewood Derby < Billet Derby
Georgia Tech is using Pinewood Derby racing to sneak manufacturing education into rural high schools, and it’s genius. Students design, machine, and race their own cars while learning CAD, machining, additive manufacturing, AI, and even data analysis using NASCAR datasets. Meanwhile, AMT’s Smartforce Student Summit at IMTS 2026 is scaling the same idea nationally by putting thousands of students face-to-face with robots, machine tools, and real manufacturing careers. Hands-on learning is the best learning.
Maximum Meows
Somewhere between motorsports engineering and anime catgirl energy sits BadCat Engineering’s NSX “Maximum Meows” header system. The team used CAD, 3D scanning, CNC-bent tubing, and metal additive manufacturing to create a wild equal-length 6-1 exhaust setup, making an Acura/Honda NSX scream like a vintage F1 car. A few years ago, custom-printed collectors like this were an aerospace-only territory. Now they’re helping tuner shops turn dino juice-powered air pumps into fire-breathing wind instruments.
Evolution in manufacturing isn’t about replacing people but rather expanding what people can do. Better tools. Smarter workflows. Faster adaptation. Industries that refuse to evolve don’t stay protected; they get left behind.
To get the latest tech developments delivered directly to your inbox, subscribe to the weekly Tech Report here.
To hear the latest in additive manufacturing, material removal, automation, and digital manufacturing, subscribe to the AMT Tech Trends podcast here.
