gov-education

QAA (UK Quality Assurance Agency)

Name: Calibrated Authority rating — QAA (UK Quality Assurance Agency)
Item: QAA (UK Quality Assurance Agency) — public generative-AI policy
Rating: 8
Author: Chris Huber Reitz

8/12Calibrated Authority

“Policies should be transparent and clearly communicated to staff and students, emphasising that academic misconduct is unacceptable and that responsibility for the integrity of the submission lies with the student.”— Maintaining quality and standards in the ChatGPT era (2023-05-08) · source ↗

Traceability & inspectability

Human authorship & accountability

Disclosure & labeling

Synthetic-identity / fabrication prohibition

Human validation in loop

Evidential-trust emphasis

Posture Enabling Boundary fit · partially Trust-logic Both-split ⚑ twilight framing

Source policy: https://www.qaa.ac.uk/sector-resources/generative-artificial-intelligence/qaa-advice-and-resources

Machine record: /institutions/qaa-uk.json

Cite this

Reitz, C.H. (2026). The Calibrated Authority Index — QAA (UK Quality Assurance Agency). https://calibrated-authority.chrishuberreitz.com/institutions/qaa-uk Quote: “Policies should be transparent and clearly communicated to staff and students, emphasising that academic misconduct is unacceptable and that responsibility for the integrity of the submission lies with the student.” Source: https://www.qaa.ac.uk/sector-resources/generative-artificial-intelligence/qaa-advice-and-resources

Index Methodology Manifest JSON atom CC-BY-4.0 · v2026-06-22 · Chris Huber Reitz