Title
The Quiet Failure Behind Widespread AI Use
Productivity
Why most organizations can’t tell what they’re actually building versus just maintaining
Thinking in tests, not explanations
Perception gaps quietly shape performance and decisions
Why senior engineers lose influence—and how they step into real decision power
Interpretation beats intensity in complex environments
