Proposed best-practice frameworks
Evidence-informed proposals for transparency, disclosure, consent, human oversight and other emerging AI-policy questions.
Publications is the home for model standards, frameworks, reports, position papers, issue briefs, industry guides, model policy language and consultation drafts.
Evidence-informed proposals for transparency, disclosure, consent, human oversight and other emerging AI-policy questions.
Future standards can move through consultation before publication, preserving versions and change summaries.
Periodic analysis of trends across corporate policies, regulation, industries, jurisdictions and policy changes.
A future proposal could distinguish material AI use, assistive AI use and incidental embedded AI so transparency remains meaningful without disclosure fatigue.