Built. Tested.
Still improving.

9 OCTOBER 2026 · DEVELOPMENT CHECKPOINT

A Windows suite, with more work ahead.

We have moved beyond model-inspection scripts to an installable desktop research preview. Version 0.8 remains the accepted private checkpoint; the 0.9 candidate is still under evaluation.

• Image views, segmentation editing and model review in the private desktop workflow.
• Installer and project-preservation checks on the development machine.
• Further work on rendering, resource use and independent-machine qualification.

Private research software. No public download or clinical release.

CANDIDATE WORK · AI & HARDWARE

Make the next task fit the workstation.

We’re testing local AI segmentation as a reviewable proposal, alongside checks that distinguish system RAM from graphics memory. Startup, viewing, reconstruction and AI each need their own resource measurements.

One bounded empty-startup observation has completed on the development laptop. That result does not establish a hardware minimum, full imaging support or AI compatibility across PCs.

CONTINUING RESEARCH

Preserve detail when the surface changes.

Our reconstruction experiments examine local shape and relationships between neighbouring structures. Some comparisons improve; unwanted changes remain in others. Clinical accuracy and a breakthrough have not been established.