Initial public release

prompts/codex/M4_PASS_05_AI_DEMO_PIPELINES.md

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+# 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.