Agendas Quote by Cathy O'Neil
“I know how models are built, because I build them myself, so I know that I'm embedding my values into every single algorithm I create and I am projecting my agenda onto those algorithms.”
About This Quote
Source Book: Weapons of Math Destruction, Cathy O'Neil, 2016
The creator acknowledges embedding personal values and agenda into algorithms, highlighting bias and ethical responsibility in AI design.
In simple terms: Building models reflects the creator’s values and agenda.
Key Takeaway
Design AI with ethical awareness.
Themes
bias
ethics
AI design
Mood
cautious
analytical
Type
non‑fiction
technical
When to use this quote
- software development
- policy making
- data science
Key Concepts
technology
responsibility
algorithmic governance
Questions to Reflect On
- What safeguards can detect embedded bias?
- How do personal values affect algorithmic outcomes?
A Different Perspective
Self‑awareness may not prevent hidden biases.
![“With recidivism algorithms, for example, I worry about racist outcomes. With personality tests [for hiring], I worry about filtering out people with mental health problems from jobs. And with a teacher value-added model algorithm [used in New York City to score teachers], I worry literally that…” quote by Cathy O'Neil](https://sms4smile.com/quotes/img-quotes/7df/cathy-o-neil-11478_algorithms_with-recidivism-algorithms-for-example-i_18212.jpg)
