37 lines
2.3 KiB
Markdown
37 lines
2.3 KiB
Markdown
# ExampleVision vision integration
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ExampleVision retains its production recognizer. The M11 shadow path is:
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```text
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normalized card image -> vision.embedding@1 -> Gateway -> scheduler -> GPU Node
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-> exact 768-dimensional visual space -> pgvector nearest neighbours
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-> existing metadata/fusion boundary -> AMBIGUOUS | NO_MATCH | UNAVAILABLE
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```
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The consumer adapter contains no SigLIP, revision, runtime, worker, GPU Node or artifact identity. It
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validates bounded images and the exact visual space/dimension returned by the capability contract.
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Images are transient and absent from audit, gateway telemetry and ordinary logs.
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References and queries use `examplevision-card-rgb-pad-224-v1`: orientation/geometry normalization is
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reused from ExampleVision, then the full RGB card is aspect-preserving padded to 224 x 224. Reference
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rows retain canonical printing ID, source-image content hash and visual-space identity. A separate
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768-dimensional pgvector schema prevents reuse of ExampleVision's existing 1000-dimensional MobileNet
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vectors. Index runs are cursor-based, idempotent, bounded to batches of one through four and may be
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resumed or activated only with one consistent space.
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Live M11 indexing processed 80 real catalog reference images in two resumable 40-image invocations,
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20 successful background Gateway requests and zero failures. The first ten batches took about 4.6
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seconds. Ten concurrent interactive technical queries completed while background indexing was active.
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These queries used a catalog-artwork derivative, not an owner photograph, so they prove routing,
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retrieval and QoS but do not constitute the required real-photo project-fit evaluation.
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No confidence threshold was fabricated. Until reviewed owner-photo ground truth exists, the shadow
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recognizer cannot emit `CONFIDENT`; the recorded recommendation is `REQUIRES_MORE_EVIDENCE`.
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ADR-0031 separates this production-fit limitation from engineering closure. The capability-first
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integration and complete reference index may pass M11 while owner-photo validation remains
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`DEFERRED_EXTERNAL_VALIDATION`. Future production cutover is guarded by
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`POKEVAULT_VISION_PRODUCTION_VALIDATION`; only independently reviewed `OWNER_PHOTO` evidence can
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satisfy it. `PUBLIC_PHYSICAL_CAPTURE` and `CATALOG_REFERENCE` evidence remain explicitly weaker and
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cannot enable auto-accept.
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