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Validate photo, barcode, and receipt nutrition ingestion #8

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@OxFrancesco

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What provider and processing options can turn food photos, packaged-food barcodes, restaurant receipts, and grocery receipts into safe candidate foods across iOS, Android, and web; how should portion ambiguity, multi-item extraction, purchase-versus-consumption, locale, confidence, privacy, and failure recovery work; and which capabilities require a prototype before the product contract can be fixed?

Produce a linked Markdown evidence summary and recommended boundaries without uploading real private photos or receipts to GitHub.

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    wayfinder:researchAFK investigation that resolves an evidence gap

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