Friday, August 15, 2025

Evaluating AI Impact with a 1995 Mindset

Unlocking AI’s Potential: A Learning-First Approach

Thirty years ago, I stumbled into web development without realizing its transformative power. Today, organizations face similar excitement and pressure with AI. However, the focus on immediate ROI can cloud our understanding of AI’s true potential.

🔑 Key Insights:

  • Experimentation Over Optimization: Prioritize a learning mindset over traditional metrics like developer productivity or lines of code.
  • Measuring Learning, Not Output: Shift your focus to questions like, “What new problems can non-technical team members solve independently?”
  • Adaptation is Key: Set clear experimentation limits to prevent overspending while fostering innovation.

AI is in its discovery phase, much like the early web days. Companies that embrace this mindset will uncover valuable insights before the window for learning narrows.

🌟 Call to Action: Share your thoughts on how your organization is approaching AI experimentation! Let’s foster a community of learning and innovation together. #AI #Learning #Innovation

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