Bias Quote by Pedro Domingos
““Bias is a learner’s tendency to consistently learn the same wrong thing.””
About This Quote
Source Talk: Machine Learning and Bias, Pedro Domingos, 2018
Learners often repeat the same mistakes, leading to systematic errors in learning systems.
In simple terms: Learners repeat wrong patterns.
Key Takeaway
Identify and correct recurring learning errors.
Themes
machine learning
bias
error correction
Mood
inquisitive
analytical
Type
educational
technical
When to use this quote
- algorithm design
- education
- AI training
- quality control
Key Concepts
overfitting
feedback loops
Questions to Reflect On
- What mechanisms can expose hidden biases?
- How can we design systems to self‑correct?
A Different Perspective
Bias can be hard to detect when it aligns with expectations.
