ARTICLES

CoLab Expands AI-Powered Design Review Beyond CAD

The engineering collaboration platform is extending automated reviews into ECAD and simulation while using multiple AI models to check designs against company knowledge and industry standards.

HP Brings Local AI Into the Revit Workflow

The ZBook Ultra G3a combines up to 192 GB of unified memory with Perplexity’s agentic platform to run large AI models alongside everyday AEC applications.

AI-Run Businesses Expose the Limits of Autonomous Agents

Andon Labs puts AI agents in charge of stores and cafés to study the gap between completing individual tasks and operating reliably in the unpredictable real world.

Atlas Gets a Head Designed for the Factory Floor

Boston Dynamics combines HDR stereo cameras, rotating perception hardware, and visual status signals to help its humanoid robot work more predictably alongside people.

HardFlow Makes Generative AI Safer for High-Stakes Tasks

MIT researchers use optimal control to help pretrained AI models obey strict safety and physical constraints without sacrificing solution quality.

AI Gives 3D Printers Eyes for Quality Control

LLNL researchers combine cameras, machine learning, and computer vision to inspect direct ink writing layer by layer and detect manufacturing problems before a print is finished.

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