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UNESCO — GenAI in education & research

9/12Calibrated Authority
“Publicly available generative AI (GenAI) tools are rapidly emerging, and the release of iterative versions is outpacing the adaptation of national regulatory frameworks.”— Guidance for generative AI in education and research (UNESCO) · source ↗
D1
Traceability & inspectability
1
D2
Human authorship & accountability
2
D3
Disclosure & labeling
1
D4
Synthetic-identity / fabrication prohibition
2
D5
Human validation in loop
2
D6
Evidential-trust emphasis
1
Posture Prohibitive Boundary fit · partially Trust-logic Relational ⚑ twilight framing Updated 2026-07-19 · rev 1
Source policy: https://www.unesco.org/en/articles/guidance-generative-ai-education-and-research
Machine record: /institutions/unesco.json

Cite this

Reitz, C.H. (2026). The Calibrated Authority Index — UNESCO — GenAI in education & research. https://calibrated-authority.chrishuberreitz.com/institutions/unesco Quote: “Publicly available generative AI (GenAI) tools are rapidly emerging, and the release of iterative versions is outpacing the adaptation of national regulatory frameworks.” Source: https://www.unesco.org/en/articles/guidance-generative-ai-education-and-research
Index Methodology Manifest JSON atom CC-BY-4.0 · v2026-06-22 · Chris Huber Reitz