Critical Thinking: how to check what AI gives you
AI writes fast and sounds sure, including when it is wrong. Learn a short routine to check facts, logic and numbers before an AI answer becomes your decision, your report or your client's problem.
Alina Piddubna
Who this course is for
Managers who use AI every day
for reports, summaries, plans and estimates
Team leads and PMO
who receive AI-assisted work from their team and need to trust it
Consultants and analysts
whose name is on the document a client reads
Managers introducing AI in a team
who need simple rules for checking, not a ban
This workshop is NOT for
developers testing AI models | a general logic or philosophy course | those looking for an introduction to AI tools (see AI for Managers)
Why we created this course
What you'll be able to do
Concrete skills and outcomes you'll walk away with
Spot AI errors fast
Recognise the typical failure patterns in reports, summaries and estimates.
Check in minutes, not hours
Run a short routine on facts, logic and numbers before you send anything.
Make AI show its work
Use prompts that expose sources and assumptions, so checking is easier.
Know where to stop
Decide when a question needs an expert or should not go to AI at all.
Set rules for the team
Leave with a personal checklist and simple team rules for reviewing AI output.
Multiple sessions. One coherent program.
1. How AI output fails
Confident errors, invented sources, wrong totals, plausible nonsense, missing context.
Why AI is wrong in a convincing way, and where it is usually reliable.
- Confident errors, invented sources, wrong totals, plausible nonsense, missing context.
- Why AI is wrong in a convincing way, and where it is usually reliable.
Who leads the course
Graduate results and what they say
"Alina, thank you for your invaluable experience. You are a real professional! You inspire."
"I'm satisfied in general."
"This practical course helped not only to gain knowledge necessary for my work but also to practice it, what is equally important in my work"
"Well disclosed such a complicated topic, proficiently given examples, all information was easy to understand, all questions I was interested in were answered"
3 hours live online
small group, up to 12 participants
Verification checklist
facts, logic, numbers, gaps
Prompt set
that make AI show sources and assumptions
Practice cases
real project outputs with planted errors
3 PDUs
Power Skills
Format and price
Course information
- Date
- 29 March 2027, Monday
- Time
- 19:00–22:00 Kyiv time
- Format
- 3-hour online workshop
- Participants
- Maximum 12 · Small group, real discussion
- Language
- Ukrainian
- PDUs
- 3
- Series
- Part of the Irreplaceable Core series. Save with 3, 5 workshops or the full series of 8
- Cohort size
- up to 12 participants to preserve discussion quality
Course loyalty discounts don't apply to workshops. Save with a pass: 3 workshops −15%, 5 −20%, the full series −30%. PMI members get an extra 5%. Military and veterans: 50% on individual workshops (not on passes).
Sessions are recorded. Practice parts with participants' own cases are not included in recordings for sale.
Related certifications
FAQ
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