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    "headline": "The CAD Model Had to Survive the Physics Test",
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    "dek": "CADEngBench scores editable geometry, manufacturing checks, joints and structural response—not just visual resemblance.",
    "summary": "CADEngBench scores editable geometry, manufacturing checks, joints and structural response—not just visual resemblance.",
    "body_text": "One track contains 300 parametric parts used for 600 creation and editing tasks, with boundary-representation validity, design-for-manufacturing checks, perturbations and matched finite-element analysis. A second track tests 150 body pairs for joint retrieval, exact geometry grounding, frame prediction and kinematic verification. The benchmark addresses a practical gap in generative CAD evaluation, though success on its declared simulations does not certify a design for manufacture or safety-critical use.",
    "why_it_matters": "CADEngBench scores editable geometry, manufacturing checks, joints and structural response—not just visual resemblance.",
    "limitations": [
      "The benchmark addresses a practical gap in generative CAD evaluation, though success on its declared simulations does not certify a design for manufacture or safety-critical use."
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    "first_published_at": "2026-08-11T09:00:00.000-04:00",
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        "text": "CADEngBench scores editable geometry, manufacturing checks, joints and structural response—not just visual resemblance.",
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        "qualification": "The benchmark addresses a practical gap in generative CAD evaluation, though success on its declared simulations does not certify a design for manufacture or safety-critical use."
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      "CAD",
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  "sources": [
    {
      "source_id": "source-2026-08-11-014",
      "title": "arXiv preprint 2608.09296",
      "publisher": "arXiv",
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    "title": "The CAD Model Had to Survive the Physics Test",
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