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%
References
7
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Authors

1

Topics & keywords

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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