# Codex Pass 05 — AI Demo Pipelines

Task:
Implement deterministic demo object detection and segmentation runs.

Read:
- docs/MODEL_REGISTRY_SEED.md
- docs/DETECTION_PIPELINE_SPEC.md
- docs/SEGMENTATION_PIPELINE_SPEC.md

Required:
- Model registry seeds.
- Detection run endpoint.
- Segmentation run endpoint.
- Deterministic output from demo fixtures.
- Store outputs as geospatial records.

Acceptance:
- Detection run creates predictable building detections.
- Segmentation run creates predictable vegetation/water polygons.