Quote
“Adaptability and ability to learn quickly are the keys to success, not steadily marching to the beat of someone else’s drum.”
—Kurt Bittner via Escaping the Predictability Trap
Distinctions
Is
Is Not
Boundary
- The organization can learn and adapt from experience.
Systems
Relationships
Degradation Signals
| Concept | Rationale |
|---|---|
| Learned Helplessness | When feedback is repeatedly ignored, people stop offering input, indicating the system is no longer incorporating feedback to improve. |
| Certification Circus | Emphasis on credentials over demonstrated capability signals the organization is validating knowledge instead of learning from outcomes. |
| Feature Factory | Continuous feature production without outcome adjustment indicates the system is not learning from real-world results. |
| Validation Blindness | Failure to measure real outcomes shows the system lacks feedback loops necessary for learning. |
| Output Obsession | Prioritizing delivery volume over feedback signals that production has replaced learning as the system’s guiding objective. |