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Why Text-to-Geometry AI Keeps Failing on Simple Parts
Generative AI trained on words and images, rather than physics, can't understand the design intent compressed into something as "simple" as a lock washer.
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Design Brief: Using AI to Build Reusable CAD Tools
PTC's Onshape uses its cloud-native CAD platform to help engineers build reusable tools for common design tasks. Features include live collaboration, automatic design history and AI-assisted FeatureScript development.
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AI is my CAD Co-Pilot
The CAD industry has exploded with a slew of AI assistants, co-pilots and text-to-geometry generators, but which are worth using? CAD journalist Ralph Grabowski runs some of the top contenders through their paces.
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Why Analyzing Large Automotive HPDC Parts Using Traditional CAE Falls Short
Large aluminum castings (HPDC) introduce manufacturing variability that can change crash behavior and expose failure modes missed by conventional homogeneous material models. Focusing on automotive manufacturing, this article outlines a practical workflow
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The End of File-Based ECAD-MCAD Collaboration
How cloud-native engineering software is reshaping product development.
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CAE Automation: From AI Prompt to Simulation
Start-up HelloTriangle leverages AI generated code to automate the tedious bits of the CAE workflow.
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Why CAE Simulations Fail: Five Design Trade-offs Engineers Overlook
Digital models speed design decisions, but gaps in data, modeling and validation drive late-stage failures.
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The Evolution of CAD Through a Design Engineer's Eyes: From Drawing Boards to AI-Driven Automation
A firsthand account of a design engineer's evolving journey through CAD, from manual drafting to AI-powered design. He explains how intelligent tools are reshaping how he thinks about creativity, workflows and the future of engineering.
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Q&A: What AI-Native Electrical CAD Could Mean for Engineers
The shift toward AI-native electrical CAD is underway, says Dr. Axel Zein, CEO of WSCAD.
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CAD Automation: Manual Design Workflows Don't Scale
CAD teams often lose time in the small, repeatable checks that sit between design intent and release-ready documentation. This article explains how targeted automation can make those checks faster, more consistent and easier to maintain.
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