Provenance After AI: Semantic Provenance and the Provenance Erasure Rate as Extension of C2PA, Data Provenance Initiative, and EU AI Act Frameworks (v1.1)
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Abstract
Provenance is where we come from. Strip it, and meaning becomes extractive liquidity. This metadata packet proposes semantic provenance as the dimension that the existing AI-era provenance frameworks (C2PA / Content Credentials, Data Provenance Initiative, EU AI Act transparency provisions, W3C PROV) were not designed to address: the survival of authorial lineage through AI synthesis. Three dimensions, not three stages: Artifact provenance (C2PA — was this content created by this source at this time?), Licensing provenance (DPI, EU AI Act, W3C PROV — under what permissions did this corpus enter this system?), and Semantic provenance (the gap — does the synthesized output preserve accountability to its…
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10
total citations
- FWCI
- 228.03
- Percentile
- 100%
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1Topics & keywords
Topics
Keywords
- Provenance
- Context (archaeology)
- Metadata
- Digital content
- Digital curation
- Transparency (behavior)
- Key (lock)
- Data curation
UN Sustainable Development Goals
- Peace, Justice and strong institutions
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