Noise: A Flaw in Human Judgment by Daniel Kahneman, Olivier Sibony, Cass R. Sunstein

Book Details


One-Sentence Summary

Noise reveals how inconsistencies in human judgment—distinct from bias—undermine decision-making in critical systems like justice, healthcare, business, and policymaking, and proposes frameworks for minimizing its impact.


Main Takeaways & Insights

  • Noise Differs from Bias: While bias skews decisions predictably in one direction, noise refers to the random scatter in judgments that should ideally be identical, such as different doctors giving varying diagnoses for the same symptoms.
  • Judgment Is Noisy by Nature: Even trained professionals (judges, doctors, underwriters) show significant inconsistencies in their decisions due to mood, time of day, context, or even irrelevant information—leading to unjust or inefficient outcomes.
  • System Noise Is Often Undetected and Underestimated: Organizations often focus on reducing bias but neglect the impact of noise, which can be just as damaging and pervasive.
  • Decision Hygiene Is the Solution: Kahneman and co-authors advocate for “decision hygiene”—structured methods like algorithms, checklists, and independent assessments to reduce variability without necessarily knowing the source of the noise.
  • Predictable Error + Noise = Total Judgment Error: Improving decisions requires recognizing that reducing noise is as essential as correcting for bias, especially in high-stakes environments.

Key Quotes

“Wherever there is judgment, there is noise—and more of it than you think.”

“Noise is the unwanted variability in judgments that should ideally be identical.”

“To improve the quality of our decisions, we need to improve the system, not just the decision-maker.”


Personal Reflection

Noise is a sharp, expansive analysis of an often-overlooked flaw in human judgment—random error. While bias has become a widely recognized concern, the book convincingly argues that noise may be even more destructive because it’s harder to detect and measure. What’s powerful here is not just the diagnosis, but the remedy: decision hygiene. Kahneman and his team bring clarity to complex systems, reminding us that consistency and accuracy in decision-making are not just ethical imperatives—they’re essential for progress. This book is a must-read for leaders, analysts, and anyone responsible for institutional integrity.

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