{
 "measured_on": "2026-09-23",
 "question": "what files published as GPT-6 Astra output are made of, and what Blender's default exporters do to them",
 "tool_versions": {
  "trimesh": "5.1.0",
  "numpy": "2.5.2",
  "blender": "5.2.2 LTS"
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   "set": "kingy-astra",
   "what": "survey rover, before and after one edit, and a spacecraft",
   "url": "https://kingy.ai/blog/drawing-to-editable-3d-model-astra-blender/",
   "also": "https://kingy.ai/blog/blender-openai-astra-complete-guide/",
   "provenance": "confirmed for the rover by the author's exported Codex run settings: model gpt-6-astra, effort medium. The spacecraft is the author's statement only.",
   "checksum": "rover GLBs match the SHA256SUMS.txt shipped in the author's package; the spacecraft package has no checksum file"
  },
  {
   "set": "gptblender-astra",
   "what": "furnished house scene",
   "url": "https://github.com/qduoduo-hwh/gptblender_demo",
   "provenance": "publisher's statement, with provenance.json. Six furnishings are third-party BlenderKit assets, placed under top-level nodes named 'BlenderKit ...', and are excluded from the Astra rows here.",
   "checksum": "gptblender-house.glb matches the SHA-256 in the publisher's provenance.json"
  },
  {
   "set": "emergentmind",
   "what": "1,300 STL files in 26 fields, CC0",
   "url": "https://www.emergentmind.com/3d-models",
   "provenance": "NOT VERIFIED. 'Created by GPT-6 Astra' appears only in a Hacker News submission title (item 49803557). Neither the page nor the README in the ZIP names any model or pipeline.",
   "checksum": "625,116,751 byte ZIP passed unzip -t; the publisher gives no checksum"
  }
 ],
 "units": "millimetres. GLB is metres by specification and is converted; STL declares no unit and is reported as the number a slicer reads as millimetres.",
 "blender_documented_defaults": {
  "source": "https://docs.blender.org/api/current/bpy.ops.wm.html and bpy.ops.export_scene.html",
  "stl_export": {
   "use_scene_unit": false,
   "global_scale": 1.0,
   "apply_modifiers": true
  },
  "gltf_export": {
   "use_active_scene": false,
   "use_visible": false,
   "export_apply": false
  }
 },
 "astra_models": [
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   "parts": 28,
   "parts_excluded": 0,
   "parts_closed": 28,
   "faces": 16208,
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   "has_uv": true,
   "texture_count": 0,
   "texture_max_res": null,
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  },
  {
   "input": "rover-edited",
   "file": "rover-edited__kingy-astra.glb",
   "bytes": 1016192,
   "parts": 28,
   "parts_excluded": 0,
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   "has_uv": true,
   "texture_count": 0,
   "texture_max_res": null,
   "self_intersecting_faces": null
  },
  {
   "input": "spacecraft",
   "file": "spacecraft__kingy-astra.glb",
   "bytes": 327036,
   "parts": 14,
   "parts_excluded": 0,
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   "boundary_edges": 0,
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   "degenerate_faces": 0,
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   "has_uv": true,
   "texture_count": 0,
   "texture_max_res": null,
   "self_intersecting_faces": null
  },
  {
   "input": "house, Astra-built parts only",
   "file": "house__gptblender-astra.glb",
   "bytes": 74177252,
   "parts": 623,
   "parts_excluded": 75,
   "parts_closed": 591,
   "faces": 255562,
   "watertight": false,
   "boundary_edges": 216,
   "nonmanifold_edges": 5945,
   "shells": 13541,
   "winding_consistent": true,
   "degenerate_faces": 17234,
   "bbox_mm": [
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   "has_uv": true,
   "texture_count": 16,
   "texture_max_res": "1024x1024",
   "self_intersecting_faces": null
  },
  {
   "input": "house, whole file including BlenderKit furniture",
   "file": "house__gptblender-astra.glb",
   "bytes": 74177252,
   "parts": 698,
   "parts_excluded": 0,
   "parts_closed": 608,
   "faces": 3460081,
   "watertight": false,
   "boundary_edges": 29057,
   "nonmanifold_edges": 7378,
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   "winding_consistent": false,
   "degenerate_faces": 17486,
   "bbox_mm": [
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   "has_uv": true,
   "texture_count": 48,
   "texture_max_res": "1024x1024",
   "self_intersecting_faces": null
  }
 ],
 "spacecraft_scenes_as_published": {
  "scenes": [
   {
    "index": 0,
    "name": "Kingy_spacecraft",
    "root_nodes": 14,
    "root_node_names_sample": [
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     "Engine glow"
    ]
   },
   {
    "index": 1,
    "name": "Scene",
    "root_nodes": 1,
    "root_node_names_sample": [
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    ]
   }
  ],
  "default_scene": 0,
  "meshes": 15
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 "blender_export_test": {
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   "import": {
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    ],
    "mesh_objects_in_active_scene": 28,
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    "unit_scale_length": 1.0
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   "startup_file_case": {
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    ],
    "scenes": [
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     "Scene"
    ],
    "active_scene": "Model"
   },
   "exports": {
    "stl_defaults": {
     "settings": "defaults",
     "faces": 16208,
     "shells": 28,
     "bbox_as_read_mm": [
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     "longest_edge_as_read_mm": 1.63
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    "stl_scene_unit_on": {
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     "faces": 16208,
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     "longest_edge_as_read_mm": 1.63
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    "stl_global_scale_1000": {
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     "faces": 16208,
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     "longest_edge_as_read_mm": 1630.0
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    "glb_roundtrip_empty_file": {
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        "root_node_names_sample": [
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         "Axle_Front_Right"
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       }
      ],
      "default_scene": 0,
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    },
    "glb_defaults": {
     "settings": "defaults",
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       },
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       }
      ],
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    },
    "glb_active_scene_only": {
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    }
   }
  },
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    "active_scene": "Model"
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   "exports": {
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 },
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   "file": "decision-tree.stl",
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   "file": "perceptron.stl",
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   "file": "attention-web.stl",
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   "name": "Rotating Node Lattice",
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  {
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  {
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  {
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  {
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  {
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  {
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  {
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   "max_axis_deviation_mm": 0.05,
   "supports": "Inspect overhangs; automatic supports may be needed",
   "bytes": 1251484,
   "at_viewer_tolerance": {
    "tolerance_rule": "longest side x 1e-06",
    "faces_collapsed": 0,
    "boundary_edges": 0,
    "nonmanifold_edges": 0,
    "watertight": true
   }
  },
  {
   "file": "atlas-radial-porosity-gradient.stl",
   "name": "Radial Porosity Gradient",
   "field": "Materials Science",
   "faces": 15956,
   "watertight": true,
   "shells": 1,
   "boundary_edges": 0,
   "nonmanifold_edges": 0,
   "winding_consistent": true,
   "degenerate_faces": 0,
   "bbox_mm": [
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   "stated_mm": [
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   "max_axis_deviation_mm": 0.05,
   "supports": "Inspect overhangs; automatic supports may be needed",
   "bytes": 797884,
   "at_viewer_tolerance": {
    "tolerance_rule": "longest side x 1e-06",
    "faces_collapsed": 4,
    "boundary_edges": 0,
    "nonmanifold_edges": 0,
    "watertight": true
   }
  },
  {
   "file": "atlas-interwoven-fiber-block.stl",
   "name": "Interwoven Fiber Block",
   "field": "Materials Science",
   "faces": 24574,
   "watertight": true,
   "shells": 1,
   "boundary_edges": 0,
   "nonmanifold_edges": 0,
   "winding_consistent": true,
   "degenerate_faces": 0,
   "bbox_mm": [
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   "stated_mm": [
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   "max_axis_deviation_mm": 0.0,
   "supports": "Inspect overhangs; automatic supports may be needed",
   "bytes": 1228784,
   "at_viewer_tolerance": {
    "tolerance_rule": "longest side x 1e-06",
    "faces_collapsed": 2,
    "boundary_edges": 0,
    "nonmanifold_edges": 0,
    "watertight": true
   }
  },
  {
   "file": "atlas-buckling-mode-specimen.stl",
   "name": "Buckling Mode Specimen",
   "field": "Materials Science",
   "faces": 15780,
   "watertight": true,
   "shells": 1,
   "boundary_edges": 0,
   "nonmanifold_edges": 0,
   "winding_consistent": true,
   "degenerate_faces": 0,
   "bbox_mm": [
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   "stated_mm": [
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   "max_axis_deviation_mm": 0.05,
   "supports": "Inspect overhangs; automatic supports may be needed",
   "bytes": 789084,
   "at_viewer_tolerance": {
    "tolerance_rule": "longest side x 1e-06",
    "faces_collapsed": 4,
    "boundary_edges": 0,
    "nonmanifold_edges": 0,
    "watertight": true
   }
  },
  {
   "file": "atlas-layer-rotation-laminate.stl",
   "name": "Layer Rotation Laminate",
   "field": "Materials Science",
   "faces": 16658,
   "watertight": true,
   "shells": 1,
   "boundary_edges": 0,
   "nonmanifold_edges": 0,
   "winding_consistent": true,
   "degenerate_faces": 0,
   "bbox_mm": [
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   "max_axis_deviation_mm": 0.03,
   "supports": "Inspect overhangs; automatic supports may be needed",
   "bytes": 832984,
   "at_viewer_tolerance": {
    "tolerance_rule": "longest side x 1e-06",
    "faces_collapsed": 0,
    "boundary_edges": 0,
    "nonmanifold_edges": 0,
    "watertight": true
   }
  },
  {
   "file": "atlas-lattice-defect-observatory.stl",
   "name": "Lattice Defect Observatory",
   "field": "Materials Science",
   "faces": 15880,
   "watertight": true,
   "shells": 1,
   "boundary_edges": 0,
   "nonmanifold_edges": 0,
   "winding_consistent": true,
   "degenerate_faces": 0,
   "bbox_mm": [
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   "stated_mm": [
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   "max_axis_deviation_mm": 0.0,
   "supports": "Inspect overhangs; automatic supports may be needed",
   "bytes": 794084,
   "at_viewer_tolerance": {
    "tolerance_rule": "longest side x 1e-06",
    "faces_collapsed": 0,
    "boundary_edges": 0,
    "nonmanifold_edges": 0,
    "watertight": true
   }
  },
  {
   "file": "atlas-anisotropic-cell-column.stl",
   "name": "Anisotropic Cell Column",
   "field": "Materials Science",
   "faces": 26102,
   "watertight": true,
   "shells": 1,
   "boundary_edges": 0,
   "nonmanifold_edges": 0,
   "winding_consistent": true,
   "degenerate_faces": 0,
   "bbox_mm": [
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   "max_axis_deviation_mm": 0.05,
   "supports": "Inspect overhangs; automatic supports may be needed",
   "bytes": 1305184,
   "at_viewer_tolerance": {
    "tolerance_rule": "longest side x 1e-06",
    "faces_collapsed": 0,
    "boundary_edges": 0,
    "nonmanifold_edges": 0,
    "watertight": true
   }
  },
  {
   "file": "atlas-stochastic-foam-motif.stl",
   "name": "Stochastic Foam Motif",
   "field": "Materials Science",
   "faces": 15248,
   "watertight": true,
   "shells": 1,
   "boundary_edges": 0,
   "nonmanifold_edges": 0,
   "winding_consistent": true,
   "degenerate_faces": 0,
   "bbox_mm": [
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   "max_axis_deviation_mm": 0.05,
   "supports": "Inspect overhangs; automatic supports may be needed",
   "bytes": 762484,
   "at_viewer_tolerance": {
    "tolerance_rule": "longest side x 1e-06",
    "faces_collapsed": 0,
    "boundary_edges": 0,
    "nonmanifold_edges": 0,
    "watertight": true
   }
  },
  {
   "file": "atlas-triply-braced-cube.stl",
   "name": "Triply Braced Cube",
   "field": "Materials Science",
   "faces": 25042,
   "watertight": true,
   "shells": 1,
   "boundary_edges": 0,
   "nonmanifold_edges": 0,
   "winding_consistent": true,
   "degenerate_faces": 0,
   "bbox_mm": [
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   "max_axis_deviation_mm": 0.0,
   "supports": "Inspect overhangs; automatic supports may be needed",
   "bytes": 1252184,
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    "tolerance_rule": "longest side x 1e-06",
    "faces_collapsed": 0,
    "boundary_edges": 0,
    "nonmanifold_edges": 0,
    "watertight": true
   }
  },
  {
   "file": "atlas-tubular-bundle-composite.stl",
   "name": "Tubular Bundle Composite",
   "field": "Materials Science",
   "faces": 26716,
   "watertight": true,
   "shells": 1,
   "boundary_edges": 0,
   "nonmanifold_edges": 0,
   "winding_consistent": true,
   "degenerate_faces": 0,
   "bbox_mm": [
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   ],
   "stated_mm": [
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   "max_axis_deviation_mm": 0.0,
   "supports": "Inspect overhangs; automatic supports may be needed",
   "bytes": 1335884,
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    "tolerance_rule": "longest side x 1e-06",
    "faces_collapsed": 0,
    "boundary_edges": 0,
    "nonmanifold_edges": 0,
    "watertight": true
   }
  },
  {
   "file": "atlas-crack-deflection-layer-study.stl",
   "name": "Crack Deflection Layer Study",
   "field": "Materials Science",
   "faces": 20076,
   "watertight": true,
   "shells": 1,
   "boundary_edges": 0,
   "nonmanifold_edges": 0,
   "winding_consistent": true,
   "degenerate_faces": 0,
   "bbox_mm": [
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   "max_axis_deviation_mm": 0.03,
   "supports": "Inspect overhangs; automatic supports may be needed",
   "bytes": 1003884,
   "at_viewer_tolerance": {
    "tolerance_rule": "longest side x 1e-06",
    "faces_collapsed": 0,
    "boundary_edges": 0,
    "nonmanifold_edges": 0,
    "watertight": true
   }
  },
  {
   "file": "atlas-grain-boundary-mosaic.stl",
   "name": "Grain Boundary Mosaic",
   "field": "Materials Science",
   "faces": 18366,
   "watertight": true,
   "shells": 1,
   "boundary_edges": 0,
   "nonmanifold_edges": 0,
   "winding_consistent": true,
   "degenerate_faces": 0,
   "bbox_mm": [
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   ],
   "stated_mm": [
    108.0,
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   ],
   "max_axis_deviation_mm": 0.0,
   "supports": "Not required for the raised relief",
   "bytes": 918384,
   "at_viewer_tolerance": {
    "tolerance_rule": "longest side x 1e-06",
    "faces_collapsed": 0,
    "boundary_edges": 0,
    "nonmanifold_edges": 0,
    "watertight": true
   }
  },
  {
   "file": "atlas-phononic-pillar-array.stl",
   "name": "Phononic Pillar Array",
   "field": "Materials Science",
   "faces": 11398,
   "watertight": true,
   "shells": 1,
   "boundary_edges": 0,
   "nonmanifold_edges": 0,
   "winding_consistent": true,
   "degenerate_faces": 0,
   "bbox_mm": [
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   ],
   "stated_mm": [
    102.0,
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   "max_axis_deviation_mm": 0.04,
   "supports": "Not required for the raised relief",
   "bytes": 569984,
   "at_viewer_tolerance": {
    "tolerance_rule": "longest side x 1e-06",
    "faces_collapsed": 0,
    "boundary_edges": 0,
    "nonmanifold_edges": 0,
    "watertight": true
   }
  },
  {
   "file": "atlas-material-sample-display-dock.stl",
   "name": "Material Sample Display Dock",
   "field": "Materials Science",
   "faces": 6290,
   "watertight": true,
   "shells": 1,
   "boundary_edges": 0,
   "nonmanifold_edges": 0,
   "winding_consistent": true,
   "degenerate_faces": 0,
   "bbox_mm": [
    116.0,
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   ],
   "stated_mm": [
    116.0,
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   ],
   "max_axis_deviation_mm": 0.03,
   "supports": "Inspect overhangs; automatic supports may be needed",
   "bytes": 314584,
   "at_viewer_tolerance": {
    "tolerance_rule": "longest side x 1e-06",
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    "watertight": true
   }
  }
 ],
 "not_measured_here": [
  "Self-intersecting faces. pymeshlab fails to import on the measuring machine, so the field is null throughout. Null means not measured, never zero.",
  "Physical prints. No file here was printed.",
  "Slicer outcomes. No file was sliced; what slicers do with several closed shells in one STL is taken from their documentation and issue trackers, not tested.",
  "Modifier application on export. Only GLB inputs were opened; third-party .blend files were not loaded because they can run scripts on open, and a GLB has no modifier stack left to apply.",
  "Whether the Emergent Mind collection was made with GPT-6 Astra.",
  "Game engine imports."
 ]
}
