A six-month study of three emergency departments piloting LLM-assisted triage. We document where copilots reduced documentation load, where they introduced new failure modes, and the review protocols clinicians asked for.
Field report · Architecture
A five-stage AI pipeline from product photograph to 3D spatial asset
Documenting a full content pipeline: background removal, image-to-mesh generation, environment placement, and Gaussian Splat integration — with failure analysis at each stage.