Difficult Quote by Andrew Ng
“With human inspectors, it's difficult to get even the same person to make consistent judgments.”
About This Quote
Human evaluators struggle with reproducibility, leading to variability in decisions across sessions and individuals.
In simple terms: Inconsistent human judgment hampers reliability.
Key Takeaway
Human consistency is unreliable.
Themes
reliability
human factors
bias
decision making
evaluation
Mood
frustrated
cautious
Type
observation
caution
When to use this quote
- peer review
- product quality control
- content moderation
- performance appraisal
Key Concepts
subjectivity
measurement error
Practical Applications
- automated assessment tools
- standardized scoring rubrics
Questions to Reflect On
- How can we improve consistency without sacrificing depth?
- What role should automation play in augmenting human judgment?
A Different Perspective
Human expertise can capture nuance that automated systems miss, but consistency remains a challenge.
![“I had spent my childhood and the better part of my early adulthood trying to understand my mother. She had been an extraordinarily difficult person, spiteful and full of rage, with a temper that could flare, seemingly out of nowhere, scorching everything and everyone who got in its way. [pp. 40-41]” quote by Dani Shapiro](https://sms4smile.com/quotes/img-quotes/f2b/dani-shapiro-2273_adulthood_i-had-spent-my-childhood-and-the-better_1377892.jpg)
