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Spatial 3D Web ​

Browser point-cloud demo covering spatial, medical, and industrial 3D workflows. Runs the HLM-Spatial stack against bundled checkpoints.

Status

Demo-ready browser surface. Demo candidate in the registry — works on laptop hardware but is positioned as an architectural breadth demo, not a packaged buyer workflow.

What the demo proves ​

The same Hopfield core handles unordered 3D point sets across three domains:

  • LIDAR-style outdoor scene data
  • Medical 3D volumetric / scan data
  • Industrial 3D point-cloud inspection scenarios

Each domain uses a domain-shaped frontend; the core is shared.

What the reviewer sees ​

  • A web UI for selecting a 3D workflow and seeing the point-cloud classification
  • Inspection signals from the bundled checkpoints
  • A clear separation between frontend (domain-shaped) and core (shared Hopfield)

Why this demo exists ​

The narrative needs a 3D surface to back up the "same architecture across modalities" claim. The Spatial 3D Web demo is the lowest-friction way to show this in a browser without requiring point-cloud expertise from the audience.

Caveats ​

  • Checkpoints in this demo are exploratory; precise public metrics live on the Validation Summary for the modalities that have headline numbers (language, vision, audio).
  • The medical and industrial paths are showcase configurations, not partner integrations.

Where it fits ​

The right demo for:

  • Engineering reviewers extending the modality story past language and 2D
  • Partners with 3D scan, LIDAR, or volumetric workflows
  • Anyone evaluating how the platform generalizes