Metadata stripping happens both deliberately and accidentally. Social media platforms strip metadata on upload to reduce file sizes and protect user privacy. Creators strip metadata to prevent prompt and workflow disclosure. Image editors strip metadata as a side effect of format conversion.
The metadata stripping paradox is that the same metadata serves opposing purposes. Generation parameters are the provenance record that regulators and clients need for compliance verification, but they are also the intellectual property that creators want to protect. Privacy-tiered export — offering different metadata levels for different audiences (full metadata for archive, stripped for social media, selective for client delivery) — is the architectural response to this tension.
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Numonic automatically captures provenance, preserves metadata, and makes every AI-generated asset searchable and reproducible.