Data science Quote by Kate Crawford
“It is a failure of imagination and methodology to claim that it is necessary to experiment on millions of people without their consent in order to produce good data science.”
About This Quote
Source Article: “The Ethics of Data Science” (2021) in Nature
Experimenting on people without consent is a moral and methodological flaw in data science.
In simple terms: Consent is essential for ethical experiments.
Key Takeaway
Demand consent and transparent methods.
Themes
ethics
data science
consent
Mood
critical
thoughtful
Type
philosophical
analytical
When to use this quote
- medical research
- AI training
- market surveys
- policy making
Key Concepts
methodology
human rights
Questions to Reflect On
- What safeguards can replace consent in large‑scale studies?
- How can we balance innovation with respect for participants?
A Different Perspective
Large datasets can sometimes be anonymized, but consent remains crucial.
![“[Sherlock Holmes:] The temptation to form premature theories upon insufficient data is the bane of our profession.” quote by Arthur Conan Doyle](https://sms4smile.com/quotes/img-quotes/199/arthur-conan-doyle-273_bane_sherlock-holmes-the-temptation-to-form-p_181407.jpg)
