Accuracy
Are factual claims correct and appropriately qualified?
HUMAN REVIEW FOR AI-ASSISTED WORK
AI can generate.
Humans remain accountable.
Attested by Humans is an initiative exploring independent human review of AI-generated and AI-assisted work — examining what holds up, what does not, and what still requires human judgment.
01 / WHAT IT MEANS
Not a claim that a human made it.
A statement that a human checked it.
The goal is not to detect whether AI was used. The goal is to make human scrutiny visible: what was reviewed, against which criteria, what problems were found, and what judgment the reviewer reached.
02 / REVIEW DIMENSIONS
An attestation may examine
Evidence
Are claims supported by credible, traceable sources?
Reasoning
Do the assumptions, logic and conclusions hold together?
Completeness
Are material gaps, omissions or missing perspectives present?
Transparency
Are uncertainty, limitations and AI involvement made clear?
Fitness for purpose
Is the output actually suitable for the decision or use intended?
03 / THE OUTCOME
Human judgment, made legible.
01
A stated review scope.
02
Scores where they add meaning.
03
Issues and uncertainty highlighted.
04
Recommendations for improvement.
05
A record of what was reviewed — and by whom.
04 / PRINCIPLE
Attested ≠ AI-free.
Attested means a human reviewed a defined output against stated criteria and recorded an assessment. It does not imply authorship, infallibility, legal certification or blanket approval beyond the stated scope.
05 / NEXT
A human trust layer for an AI-made world.
Review methods, attestation formats and early pilots are being developed.
COMING SOON
ATTESTEDBYHUMANS.COM