docs: 2026-05-29 audit corrections (docs)#18
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…OLOv8n / Am I Spoof? / amispoof subdomain) Applies docs/ submodule corrections from DOCS_AUDIT_2026-05-29.md: - plans/CLIENT_SIDE_ML_PLAN.md: card detection client-only (no server fallback, web-app #111); size 6.2MB -> 12.3MB true YOLOv8n (opset 12); manifest bytes 6500000 -> 12300000 (4 edits) - 09-auth-flows/01-PLATFORM_CAPABILITY_MATRIX.md: client-side ONNX detection, server only for OCR/MRZ; offline-capable nuance (2 edits) - 09-auth-flows/03-ENROLLMENT_FLOWS.md: Step 2 classification is in-browser YOLOv8n, no POST /api/v1/card/detect (1 edit) - 02-architecture/BIOMETRIC_ENGINE_ARCHITECTURE.md: CardDetector server-side YOLO path removed, client-only in production (1 edit) - presentations/SPRING_2026_FINAL_PRESENTATION.md: client-side ONNX card detection marked Done (1 edit) Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>
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Applies High-priority doc fixes from DOCS_AUDIT_2026-05-29.md.
Edits (docs/ submodule section)
POST /api/v1/card/detect.Card DETECTION is now client-only; OCR + MRZ remain server-side (edits preserve server OCR).
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