Expert judgment fails fastest where errors are hidden.
— Gary Klein
Past practices for engineering leaders.
Expert judgment fails fastest where errors are hidden.
— Gary Klein
Expert judgment depends on exposure to consequences, not credentials.
— Gary Klein
Expert judgment degrades when it is removed from consequences.
— Gary Klein
Expert judgment is shaped by the failures it has survived.
— Gary Klein
Expert performance is the product of deliberate exposure to failure.
— Gary Klein
Organizations drift when accountability is diluted across roles.
— Eliot Jaques
Judgment is compromised when decision rights are ambiguous.
— Eliot Jaques
Judgment fails when accountability is collective but consequences are individual.
— Eliot Jaques
Decision-making fails when authority is implicit rather than explicit.
— Eliot Jaques
Decision quality deteriorates when accountability is shared but authority is not.
— Eliot Jaques
Judgment fails most often at the boundary between roles.
— Eliot Jaques
Judgment deteriorates when leaders mistake agreement for alignment.
— Edgar H. Schein
Formal processes often exist to manage anxiety as much as work.
— Edgar H. Schein
Decision-making degrades when responsibility and authority diverge.
— Eliot Jaques
Expert intuition improves only in environments with reliable feedback.
— Daniel Kahneman
Learning is the residue of thinking.
— David Perkins
Judgment improves not by speed alone, but by feedback and correction.
— Daniel Kahneman
Judgment fails when leaders confuse explanation with prediction.
— Daniel Kahneman
Expertise declines when feedback is delayed or diluted.
— Daniel Kahneman
A failure to decide is often disguised as a request for more data.
— Chris Argyris
Learning occurs when expectations fail.
— Chris Argyris
Learning requires exposure to consequences.
— Chris Argyris
We don’t see things as they are; we see them as we are.
— Anaïs Nin
Expert judgment improves only when disagreement is allowed to persist.
— Cass R. Sunstein
Judgment is strained when leaders must choose between fairness and speed.
— Albert O. Hirschman
Judgment requires tolerating unresolved tension.
— Albert O. Hirschman
The absence of complaints does not imply satisfaction.
— W. Edwards Deming
Management is prediction.
— W. Edwards Deming
An organization cannot outperform the quality of its decisions.
— Peter Drucker
The price of reliability is the pursuit of flexibility.
— Karl E. Weick
Most organizations change only after the cost of not changing becomes too high.
— John P. Kotter
Decisions without feedback are guesses.
— John Boyd
Speed and learning are inseparable.
— John Boyd
What appears to be irrational behavior often makes sense within a local context.
— James G. March
Nearly all failures in decision making come from making decisions in isolation.
— Irving L. Janis
Good decisions leave room for correction.
— Herbert A. Simon
You manage what you pay attention to.
— Herbert A. Simon
All models are wrong, but some are useful.
— George E. P. Box
A good model enables you to be wrong faster.
— George E. P. Box
Organizations adapt faster to pressure than to insight.
— Geoffrey Vickers
Judgment improves when leaders decide what must remain uncertain.
— Frank H. Knight
Expert judgment requires accepting that some uncertainty is irreducible.
— Frank H. Knight
Organizations often learn the wrong lessons from failure.
— Amy C. Edmondson
The greatest source of error is the belief that one is not biased.
— Daniel Kahneman
A decision is a commitment to action under uncertainty.
— Howard Raiffa