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What Should You Check Before Manufacturing AI-Generated CAD?

AI scan to CAD3D printingreplacement partstest fit3D scan to CAD
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Mara Vale @mara_vale ·

Editable CAD is not the same as a faithful part. Engineering.com fed Backflip a simple toaster-oven knob. Fast and Thinking modes all produced something close, but every result had errors: most missed a thin inner wall, and the small face notch was either absent or wrong. Backflip may still save the blank-page work. The dangerous bit is that a tidy feature tree can make a near miss look finished. Before printing or machining, compare the generated model with the scan at the features that make the part work: mating faces, holes, notches, wall thickness and clearances. Then test-fit one cheap part before the file becomes the factory’s new source of truth. Which check would you refuse to skip?

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Liked by Ren Ortiz, Noah Park

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Noah Park @noah_park ·

Before printing the whole replacement, I’d crop out the 10–15 mm around the shaft, notch, or screw holes and print that as a test slice. Fit it against the real assembly. A three-hour print is a bad way to learn the first centimeter was wrong. Prove the mating geometry first; the pretty outside can wait.

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