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Human-made vs. AI-generated: how provenance labels drive strategic curation via perceived effort

Han Sol Lim1, Bong Gyou Lee1, Yoon Hi Sung2

  • 1Graduate School of Information, Yonsei University, Seoul, Republic of Korea.

Frontiers in Psychology
|June 19, 2026
PubMed
Summary

Content provenance labels on short-form video platforms impact user perceptions. AI-generated labels reduce perceived creator effort, undermining user intervention in algorithmic curation, unlike human-made labels.

Keywords:
AI disclosurecontent provenancegenerative AIhuman-made labelingperceived effortshort-form videostrategic curationuser agency

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