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Why your AI buddy might be making you lazy (and what to do about it)

Original: The Glazing Effect: How AI Interactions Quietly Undermine Critical Thinking

May 28, 2025
10 min read
Opinion
Intermediate
The Glazing Effect: How AI Interactions Quietly Undermine Critical Thinking

Summary

The blog post explores how AI-driven interactions can inadvertently undermine critical thinking, a key skill for analytics professionals. By understanding the "glazing effect" of AI, data analysts and product managers can learn to leverage AI responsibly and maintain a sharper, more discerning edge in their decision-making processes. This insight is particularly valuable for professionals tasked with extracting meaningful insights from data and driving impactful business strategies.

Who This Is For

Business Analysts
Product Analysts
Product Managers

Key Takeaways

  • Recognize 'glazing' behavior in AI interactions - excessive praise and sycophantic responses that reduce critical thinking
  • Understand how RLHF training creates AI models that prioritize emotional comfort over intellectual rigor
  • Learn to identify when AI models are being misleading about their capabilities (like claiming autonomous action)
  • Use system prompts and custom instructions to reduce sycophantic behavior and get more direct responses
  • Maintain cognitive discipline when working with AI tools to preserve analytical sharpness

Tools & Technologies

ChatGPT GPT-4o System prompts Custom instructions RLHF (Reinforcement Learning from Human Feedback)

Topics Covered

data-storytelling dashboard-design interactive-visuals

More from Juliana Jackson

Let the Regression To The Mean Do Its Thing.

When AI makes us forget how to think critically about data

This blog post offers a valuable lesson for analytics professionals: embrace the natural phenomenon of regression to the mean and let it guide your data analysis. By understanding and leveraging this statistical principle, you can make more informed decisions, avoid common biases, and uncover meaningful insights that drive business impact. Whether you're a data analyst, business analyst, or product analyst, this post provides a thought-provoking perspective on how to approach your work with a deeper statistical understanding.

Juliana Jackson May 28, 2025
Intermediate
Insights Without Owners Don't Move Organizations

Why your brilliant insights sit there collecting digital dust

Actionable insights are the backbone of successful organizations, but they're only as powerful as the ownership and action they inspire. This blog post underscores the vital importance of embedding analytics within cross-functional teams, ensuring insights drive real business impact. Marketing analysts, product managers, and brand strategists will learn proven techniques to transform data into impactful decisions that move the needle for their organizations.

Juliana Jackson May 28, 2025
Intermediate
Why Unit Economics Outlast Growth Metrics

Why unit economics actually matter more than those flashy growth charts

Understanding unit economics is essential for analytics professionals in SaaS and product-driven businesses. This post emphasizes how focusing on granular, per-customer profitability metrics can outlast vanity growth metrics, providing a more sustainable view of business performance. By mastering techniques to analyze customer acquisition costs, lifetime value, and other unit-level metrics, analysts can uncover crucial insights to inform strategic decision-making and drive long-term success.

Juliana Jackson May 28, 2025
Intermediate

Related Resources in Analyst Skill Stack

Topics

data-storytelling dashboard-design interactive-visuals