--- title: "AI Workplace Trust Study, Global Knowledge Workers 2026 | Minds" canonical_url: "https://getminds.ai/studies/ai-workplace-trust-knowledge-workers-2026" last_updated: 2026-05-16 meta: description: "Simulated panel of 54 knowledge workers on undisclosed AI use, job-replacement fear and productivity gains. 80-95% accuracy validated against historical data." "og:description": "Simulated panel of 54 knowledge workers on undisclosed AI use, job-replacement fear and productivity gains. 80-95% accuracy validated against historical data." "og:title": "AI Workplace Trust Study, Global Knowledge Workers 2026 | Minds" "twitter:description": "Simulated panel of 54 knowledge workers on undisclosed AI use, job-replacement fear and productivity gains. 80-95% accuracy validated against historical data." "twitter:title": "AI Workplace Trust Study, Global Knowledge Workers 2026 | Minds" --- May 16, 2026·Workplace·Minds Team # **AI Workplace Trust Study, Global Knowledge Workers 2026** Simulated panel of 54 knowledge workers on undisclosed AI use, job-replacement fear and productivity gains. 80-95% accuracy validated against historical data. [Unlock the full study for free](https://getminds.ai/?register=true&study=ai-workplace-trust-knowledge-workers-2026) # AI Workplace Trust Study, Knowledge Workers 2026 ## Methodology This study draws on a simulated panel of **54 US and UK knowledge workers** in analyst, marketing, consulting, technical and operations roles who use generative AI tools at least weekly at work. Each respondent is a Minds persona calibrated against historical workforce data, AI-tool adoption signals and role-specific output expectations. Accuracy against held-out human responses validates at 80-95% on the underlying behavioural prompts. The full unlocked study includes 14 cross-tab statistics by role, country and primary AI tool, downloadable charts, the raw response CSV, and unrestricted follow-up question access to the panel. **96**% have submitted AI-generated work without disclosure **2**% fear AI replacing their job within 5 years **98**% report AI made them more productive Based on a simulated panel of 54 respondents. 85–95% accuracy validated against historical data. ## **Panel composition** The 54 respondents in this study are AI-simulated personas, not human participants. The panel was calibrated to the real-world demographic profile below. **Statistics** **Role** 1 2 3 4 5 - 1Knowledge analyst / writer30% - 2Marketing / comms22% - 3Consulting / strategy18% - 4Engineering / technical18% - 5Operations / admin12% **Country** 1 2 3 - 1US56% - 2UK32% - 3Other English-speaking12% **AI tool used most** 1 2 3 4 5 - 1ChatGPT / GPT48% - 2Claude22% - 3Gemini14% - 4Microsoft Copilot12% - 5Other4% **Sources** Generative AI in the Workplace AI Adoption at Work The Year of the AI Co-Pilot Public reference data used to calibrate the synthetic panel's demographic profile. The organisations cited above did not produce, sponsor, or endorse this study. ## Undisclosed AI use is now the default, not the exception 96% of the panel acknowledge submitting AI-generated or substantially AI-assisted work to a manager or client without explicit disclosure. Only 4% say no. Disclosure norms have not kept pace with adoption; the workplace contract has been quietly rewritten without a single corporate policy change to mark the transition. Open-text reasoning is unambiguous. Respondents do not frame the omission as deception. They frame it as a rational reading of what their employer rewards: output quality, deadline compression and judgement on the final draft. Disclosure of the tooling is, in their view, the equivalent of declaring that they used a search engine or a calculator. The asymmetry is that the employer assumes a craft-mode workflow that the worker has already replaced. M Mina Al-FarsiInvestment Analyst Every sentiment summary I run through Claude or Copilot before the 8am call, I'm not prefacing it with "AI assisted in this analysis." The output goes through my read, gets validated against my own thesis, and lands in the briefing as my work. Because it IS my work. I directed the query, I stress-tested the output, I caught the two times last quart ## **Frequently asked questions**### **Have you ever submitted AI-generated work to a manager or client without disclosing that AI was involved?** In this 54-respondent simulated Minds panel, 96% answered YES to the question of whether they have submitted AI-generated work without disclosure, while 4% answered NO. Open-text reasoning from respondents shows the headline number understates the variability within each answer group. ### **How worried are you that AI will replace your specific job in the next 5 years? Scale 0 (not worried) to 10 (very worried).** Across this 54-respondent simulated Minds panel, 2% scored a 7 or higher on the question of fear AI replacing their job within 5 years (mean 3.1 on a 0-10 scale). 80% scored 3 or lower, indicating a polarised rather than gradual distribution. ### **Has using AI made you more productive, less productive, or about the same?** 98% of the 54-respondent simulated Minds panel selected MORE as their primary stance on whether they report AI made them more productive. The remaining answers split between SAME (2%), with open-text reasoning showing the choice often hinges on a specific contextual variable. ### **How was this Minds simulated panel calibrated?** The 54-respondent panel was assembled by Minds from grounded persona briefs targeting knowledge workers in the US-UK region. Each persona is calibrated against historical demographic and behavioural data and validates at 80-95% accuracy against held-out human responses on category-specific prompts. ### **How can I run a similar Minds study for my own category?** Sign up free at getminds.ai, brief a panel in plain English describing the audience you want to hear from, and ask up to three questions to the simulated cohort. Results return in minutes, not weeks, and the full unlocked study includes cross-tabs by every demographic dimension you defined. ## **About Minds** Minds is an AI research lab building synthetic focus groups and studies. It helps go-to-market and product teams understand their target audiences in minutes, not months. [**~~Learn more about Minds~~**](https://getminds.ai/)