Ninety-Six Percent Of Knowledge Workers Have Submitted AI Work Without Disclosing It

A 2026 study of global knowledge workers found near-universal non-disclosure of AI assistance in submitted work product, raising questions about how organizations should define authorship, accountability, and quality control in an AI-saturated workplace.

Reported by: GetMinds, “AI Workplace Trust, Global Knowledge Workers 2026”

Norm's Take

A 96 percent non-disclosure rate means most organizations are already operating on an AI-assisted workforce without a policy that acknowledges it. The gap between stated AI policy and actual behavior is itself a culture signal worth measuring directly.

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Analysis and opinion, not investment or legal advice. © 2026 Norm Murray. All Rights Reserved.

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Norm Murray, CEO and Founder of Norm E. Murray
About the author
Norm Murray
AI Leadership Advisor · Psychologist · Economist
Norm advises CEOs, boards and senior leaders on the psychology and economics of AI adoption: what AI does to leaders and organizations, not just what it does. He has led global businesses across multiple continents and writes The Norm Report for executives navigating the AI shift.
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Norm’s Edge is analysis and opinion intended for senior executive and board-level audiences. It does not constitute legal, financial, investment, compliance or regulatory advice. Stories are drawn from third-party reporting that may be unconfirmed. Readers should seek independent professional counsel before making decisions based on any content published here. Norm E. Murray does not accept any liability for actions taken in reliance on this analysis.

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