Learn When Not to Trust AI

Hosted by Michael Hirsch

Tue, Jul 15, 2025

3:00 PM UTC (30 minutes)

Virtual (Zoom)

Free to join

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Build an AI-confident Product Team
Michael Hirsch

What you'll learn

The Theory vs. Data Decision Model

Distinguish between situations where algorithms excel from situations where human judgment is essential.

The Six Personas of Product Leadership Framework

Identify scenarios where Product Leaders must override AI suggestions to make effective leadership decisions.

Applied Skepticism in Practice

Practice with case studies to identify red flags when human intuition should override data-driven suggestions.

Why this topic matters

AI recommendations are becoming the default for product decisions, but blindly following algorithms leads to strategic mistakes. Leaders who master when to trust AI vs. when to override it separate themselves as irreplaceable strategic thinkers. You'll learn a framework for these decisions, positioning you as a leader who leverages AI effectively while maintaining essential human judgment.

You'll learn from

Michael Hirsch

AI Product Leadership Coach helping PMs build AI-confident teams; 20+ years exp.

With over 20 years of experience in Product Management and Product Leadership, I bring a wealth of knowledge and practical insights to my Lightning Lessons. My career spans across technology giants like T-Mobile, Qualcomm, and Sony, where I've driven successful 0-to-1 product launches, grown existing businesses, and entered new markets.

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My expertise extends beyond the corporate world into academia. I'm currently an Adjunct Professor at University of Washington’s Foster School of Business and Seattle University's Albers School of Business and Economics, where I teach Strategy to undergraduate and graduate students. Teaching allows me to blend theoretical concepts with real-world applications, preparing the next generation of business leaders.

I hold an MBA degree and an MS in Engineering degree, both from UCLA, bringing a unique combination of business acumen and technical knowledge to product management. My approach is deeply rooted in customer-centric product vision, data-driven decision making, and strategic planning.

I LOVE teaching others and I am passionate about sharing my knowledge and experience with you. In this Lightning Lesson, I aim to equip you with some essential tools and strategies you need to "Learn When Not to Trust AI."

Learn directly from Michael Hirsch

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