Critically Working with AI: How to Judge AI Outputs

Using AI well isn’t just about knowing how to prompt. As AI becomes part of everyday work and decision-making, one of the most important skills is knowing how to evaluate what it gives you.

In this practical workshop, we’ll explore how to work with AI more critically when to trust an output, when to question it, and how to recognize when something that sounds convincing may actually be incomplete, misleading, or wrong.

We’ll explore:
- How to critically evaluate AI-generated answers and recommendations
- What to look for before trusting or acting on an AI output
- How to identify assumptions, gaps, and potential errors
- How to challenge AI and improve the quality of its responses
- How to combine AI assistance with human judgment for better decisions

This will be an interactive, practical session, with examples and exercises you can apply directly to your own work.

For: Leaders and professionals who already use AI and want to become better at judging its work, not just generating it.

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