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This AI course develops advanced critical thinking and analytical skills specifically designed for evaluating artificial intelligence outputs in professional settings. Participants master systematic analysis techniques used by elite forecasters to dissect AI recommendations, identify logical flaws, and apply rigorous evidence-based reasoning when AI-generated insights inform important decisions.

This intensive and carefully designed workshop transforms participants from passive AI consumers into sophisticated analysts who can critically examine, validate, and strategically leverage artificial intelligence while avoiding the pitfalls that trap less discerning users.

Delivery Approach
•    Highly interactive with hands-on exercises using real AI outputs
•    Practical focus - skills participants can apply immediately
•    Small group format (max 10) for personalized attention
•    Research-based methodology with tournament scoring and calibration exercises

What Participants Leave With
•    Structured framework for evaluating any AI output
•    Calibration tools to improve decision accuracy

AI Critical Thinking for Smarter AI Engagement

Price €975.00

Course Code

GTAICT

Duration

1 Day

Course Fee

€975.00

 

Note: Subsidised funding may apply if you are based in Ireland. Contact us for details.

Accreditation

N/A

Target Audience

This AI course is suitable for:

  • Business leaders making AI-assisted strategic decisions
  • Professionals currently using AI tools (ChatGPT, data analysis AI, etc.)
  • Managers integrating AI into workflows and decision-making
  • Anyone who needs to critically evaluate AI outputs and underlying data

Attendee Requirements

No technical background required - this focuses on judgment skills, not coding.

What Participants Will Master:

  • Elite forecasting techniques from DARPA's superforecaster* research for evaluating AI accuracy
  • Quantitative uncertainty assessment using 90% confidence intervals
  • Rapid validation methods including Doug Hubbard's Rule of Five for efficient AI testing
  • Advanced bias detection in AI outputs and training data
  • Strategic prompt engineering for more reliable AI responses
  • Structured frameworks for measuring "unmeasurable" AI claims

*The DARPA project is the Good Judgement Project which is talked about in the book Superforecasting by Philip E. Tetlock et al.

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Course Description

This AI course develops advanced critical thinking and analytical skills specifically designed for evaluating artificial intelligence outputs in professional settings. Participants master systematic analysis techniques used by elite forecasters to dissect AI recommendations, identify logical flaws, and apply rigorous evidence-based reasoning when AI-generated insights inform important decisions.

This intensive and carefully designed workshop transforms participants from passive AI consumers into sophisticated analysts who can critically examine, validate, and strategically leverage artificial intelligence while avoiding the pitfalls that trap less discerning users.

Delivery Approach
•    Highly interactive with hands-on exercises using real AI outputs
•    Practical focus - skills participants can apply immediately
•    Small group format (max 10) for personalized attention
•    Research-based methodology with tournament scoring and calibration exercises

What Participants Leave With
•    Structured framework for evaluating any AI output
•    Calibration tools to improve decision accuracy

Course Outline

Navigating the AI Landscape: Critical Thinking for Smarter AI Engagement
 

Course Structure (9:30 AM - 4:30 PM)


Morning: Foundations & Framework

  • Science of elite judgment in the AI era
  • DARPA-validated superforecaster techniques applied to AI
  • Hands-on lab: Structured AI evaluation using research-based methods

 

Afternoon: Advanced Analysis & Implementation

  • Data skepticism and statistical reasoning for AI outputs
  • Strategic AI partnership through better human judgment
  • Real-world simulation with tournament-style accuracy scoring
  • Unique Value Proposition

Unlike generic "AI literacy" courses, this is grounded in scientifically-validated judgment research. 
Participants learn the same techniques that consistently outperform experts in prediction tournaments - now applied specifically to AI evaluation.

Delivery Approach
•    Highly interactive with hands-on exercises using real AI outputs
•    Practical focus - skills participants can apply immediately
•    Small group format (max 10) for personalized attention
•    Research-based methodology with tournament scoring and calibration exercises

What Participants Leave With
•    Structured framework for evaluating any AI output
•    Calibration tools to improve decision accuracy

 

Learning Path

We offer several other AI and related courses which assist you to integrate AI tools into your workflow.

If you wish to discuss your exact business needs, please feel free to contact us.

Ways to Attend

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Private Team Training

Our instructors are specialist consultants with vast real world experience and expertise allowing them to design and deliver client-focused courses for your organisation.

Learn more about our Private Team Training

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