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You can use AI at work without implying you have knowledge or experience you do not: follow your employer’s rules, treat AI output as a draft, verify what you use, and describe your contribution accurately. The key test is whether you can explain and support the work you present as your own.
Before you use AI, check the rules and the data
Start with your employer’s current AI policy. Use a service the organization has authorized, and check whether the task or information is permitted. Microsoft advises workers to follow organizational policy and avoid sharing sensitive or confidential company details—including personal information about employees or vendors—with AI services. An approved tool does not automatically make every kind of input appropriate; follow the rules for that environment.
If you are unsure whether information can be entered, leave it out and ask your manager, IT team, or privacy contact. Do not paste confidential material into a tool simply because it makes the task easier.
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Clear out junk files and repair common Windows errorsFree Scan →Scan for outdated or missing drivers - takes under a minuteDriver Scan →Use AI for bounded help, not borrowed expertise
Choose a limited task where you can judge the result—for example, asking for an outline, summarizing non-confidential material, or improving the clarity of a draft. These are practical ways to apply AI, not permission to bypass your organization’s policy or professional review.
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Keep your own understanding in the loop. If AI produces an analysis, recommendation, or explanation you cannot follow, do not present it as a conclusion you reached. Ask for clarification, check it against reliable material you are allowed to use, or remove the claim.
Review the output before it represents your work
AI-generated text can sound certain without being correct. Microsoft advises workers to double-check results and be alert to bias. LinkedIn likewise says to review, edit, and approve AI-assisted content. Before relying on an output, check:
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- Facts and figures: Confirm claims, calculations, dates, and names against appropriate sources.
- Sources: Verify that cited material exists and actually supports the claim; do not pass along citations you have not checked.
- Reasoning: Make sure you understand how the conclusion follows from the evidence and can explain it if asked.
- Tone and context: Edit for the intended audience, and remove language that misrepresents your judgment, experience, or certainty.
- Bias and unsupported claims: Look for unfair assumptions, missing context, and assertions the evidence does not establish.
For consequential work, use the review process your role requires. If you cannot substantiate an important claim, correct it, qualify it, or leave it out.
Describe your contribution honestly
Separate what you did from what the tool did. “I drafted this with AI assistance and checked the figures against the approved source” is more accurate than claiming you independently researched and wrote every part if you did not. Adapt the wording to the actual work; do not claim checks you did not perform.
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Before presenting a result, ask yourself:
- Can I explain the important reasoning in my own words?
- Can I point to evidence for the claims I am responsible for?
- Does my description distinguish my judgment and review from AI assistance?
- Would a colleague reasonably infer that I have expertise or firsthand experience I do not have?
LinkedIn’s guidance says posts should represent the author’s professional identity and expertise, and that the author remains responsible for what is posted. The broader workplace lesson is to make claims that reflect your actual knowledge and contribution—not merely the confidence or polish of the generated text.
Disclose substantial assistance when the context requires it
There is no universal disclosure rule established by the sources cited here. Follow the current requirements of your employer, client, regulator, publisher, or platform. LinkedIn recommends disclosing heavy AI assistance in content shared there when the use is not obvious from context.
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For scientific work, CDC guidance published May 28, 2026, recommends that disclosure cover “Content Affected + Action Taken + AI Tool + Purpose of AI Use + Human Oversight.” That advice addresses scientific work; it is not a general legal rule for every employee. In any setting, describe the tool’s role and your review accurately, and do not imply human verification that did not happen.
Why transparency and judgment matter
Workplace AI can make responsibility harder to see: readers may not know how a result was produced, and workers may have difficulty recognizing or challenging an output. The OECD discusses these transparency, explainability, and accountability concerns in its 2024 report Using AI in the workplace. The report also relays a Harris et al. (2023) finding that 17% of adults in the United Kingdom can often or always tell when they are using AI. That is a UK-specific statistic reported secondarily by the OECD—not a global figure or a rule that every AI interaction must be disclosed.
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Nor should using AI be presented as proof that work is faster or better. Microsoft Research’s 2024 report says real-world productivity effects vary by role and usage, with further study needed on team and organizational effects. Keep the claims you make about your own work tied to what you actually did and can demonstrate.
A practical check before sharing AI-assisted work
- Check permission: Read the current workplace policy and confirm the AI service is authorized for this task.
- Check the input: Remove confidential or sensitive information unless your employer’s approved environment and rules expressly permit its use.
- Check the result: Verify facts, reasoning, citations, calculations, tone, and possible bias.
- Check your ownership: Make sure you understand and can substantiate the claims you will present.
- Check disclosure: Follow the requirements for your employer, client, audience, and publication, and describe your use accurately.
For additional workplace guidance, Microsoft provides safety tips for using AI at work. Microsoft Learn also offers a digital module on privacy, security, and responsible AI practices.
Quick Recap
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