March 31, 2026
Why Your AI Adoption Scorecard Is A False Proxy

If your AI adoption scorecard rewards tool usage over decision quality, you are repeating a familiar mistake. Here I examine why adoption metrics are a false proxy.
In this episode we cover:
Why AI adoption scorecards measure the wrong thing
How the proxy problem applies to AI metrics
When compliance measures get dressed up as progress
If you're finding that your metrics keep moving but nothing meaningfully improves, start here:
https://realitycheck.elementofinclusion.com/








