Mechanism
The creative pathway treats books, journalism, art, code, voice, style, and community knowledge as possible hosts. The parasitic version extracts value from those works while weakening attribution, permission, compensation, bargaining power, or market visibility.
Indicators
- Training-data provenance gaps or unresolved opt-out claims.
- Outputs that substitute for or closely imitate identifiable creative markets.
- Traffic displacement from original publishers without durable attribution.
- Unclear licensing records for source corpora.
Containment
Useful mitigations include provenance, licensing records, source links, creator opt-out or opt-in respect, output similarity review, and public documentation of how source material is handled.