AI For Leaders & Specialized Roles
Supervisors' Guide to Reviewing AI-Generated Work
Give supervisors a consistent way to review AI-assisted work, catch hidden errors, and coach employees on responsible use.
Standard version
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As employees use AI to draft reports, emails, and summaries, supervisors need a consistent way to review that work before it goes forward. This course equips supervisors with practical techniques for evaluating AI-assisted content, spotting common AI failure patterns, and applying a structured review framework. Participants also practice coaching employees on responsible AI use, examine when AI should not be used, and leave with a review playbook they can use right away.
What you'll learn
- Explain how AI-generated content is created and why human review remains essential.
- Apply a structured review framework to evaluate AI-assisted work for accuracy, alignment, context, and tone.
- Identify common AI errors, including hallucinations, unsupported assumptions, omissions, and bias.
- Coach employees to improve their use of AI while reinforcing accountability.
- Determine when AI is appropriate and when risk or requirements mean work should be done without it.
What you'll be able to do
- Review AI-assisted work with confidence and consistency.
- Catch errors that polished formatting can hide.
- Give employees useful feedback on how they use AI.
- Set clear expectations for when AI is and is not appropriate.
- Apply a practical review playbook to their team's work.
As federal employees use AI to draft reports, emails, and summaries, supervisors are accountable for what goes out under their approval. This course equips supervisors with practical techniques for reviewing AI-assisted work, spotting common AI failure patterns, and applying a structured review framework before work is forwarded. Participants also practice coaching employees on responsible AI use within agency policy and identify when agency requirements or risk mean work should be completed without AI.
What you'll learn
- Explain how AI-generated content is created and why human review remains essential.
- Apply a structured review framework to evaluate AI-assisted work for accuracy, alignment, context, and tone.
- Identify common AI errors, including hallucinations, unsupported assumptions, omissions, and bias.
- Coach employees to use AI responsibly within agency guidance.
- Determine when agency requirements or risk mean work should be completed without AI.
What you'll be able to do
- Review AI-assisted work before approving or forwarding it.
- Catch errors that polished formatting can hide.
- Give employees useful feedback on how they use AI.
- Apply agency guidance on when AI is and is not appropriate.
- Stay accountable for every product that goes out under their approval.