🎾 When Popularity Misleads

TL;DR

Demo content. Replace with the real thesis and a crisp takeaway.

What to show

• A concrete case where a naive metric looks good but value worsens
• Your proposed evaluation / metric / framework
• A result: a decision changed, or outcome improved