---
title: "3 AI Quotes By Kate Crawford"
description: "3 AI quotes by Kate Crawford. Plus more from Kate Crawford and more AI sayings from other authors."
image: "https://sms4smile.com/quotes/i/fe5/kate-crawford-15804_ai_the-amount-of-money-and-industrial-energ_823138.jpg"
---

> [The amount of money and industrial energy that has been put into accelerating AI code has meant that there hasn't been as…](https://sms4smile.com/quotes/kate-crawford/the-amount-of-money-and-industrial-energy-that-has-been-put-into/)

[Kate Crawford](https://sms4smile.com/quotes/author/kate-crawford/)

[Image](https://sms4smile.com/quotes/i/fe5/kate-crawford-15804_ai_the-amount-of-money-and-industrial-energ_823138.jpg)

> [Only by developing a deeper understanding of AI systems as they act in the world can we ensure that this new infrastructure…](https://sms4smile.com/quotes/kate-crawford/only-by-developing-a-deeper-understanding-of-ai-systems-as-they-act/)

[Kate Crawford](https://sms4smile.com/quotes/author/kate-crawford/)

[Image](https://sms4smile.com/quotes/i/d57/kate-crawford-15804_ai_only-by-developing-a-deeper-understandin_1721533.jpg)

> [As AI becomes the new infrastructure, flowing invisibly through our daily lives like the water in our faucets, we must understand its…](https://sms4smile.com/quotes/kate-crawford/as-ai-becomes-the-new-infrastructure-flowing-invisibly-through-our/)

[Kate Crawford](https://sms4smile.com/quotes/author/kate-crawford/)

[Image](https://sms4smile.com/quotes/i/20d/kate-crawford-15804_ai_as-ai-becomes-the-new-infrastructure-flo_2644269.jpg)

## Other authors on AI

## More by Kate Crawford

> [Self-tracking using a wearable device can be fascinating.](https://sms4smile.com/quotes/kate-crawford/self-tracking-using-a-wearable-device-can-be-fascinating/)

[Kate Crawford](https://sms4smile.com/quotes/author/kate-crawford/)

> [We need to be vigilant about how we design and train these machine-learning systems, or we will see ingrained forms of bias built into…](https://sms4smile.com/quotes/kate-crawford/we-need-to-be-vigilant-about-how-we-design-and-train-these-machine/)

[Kate Crawford](https://sms4smile.com/quotes/author/kate-crawford/)

> [Big data sets are never complete.](https://sms4smile.com/quotes/kate-crawford/big-data-sets-are-never-complete/)

[Kate Crawford](https://sms4smile.com/quotes/author/kate-crawford/)

> [While many big-data providers do their best to de-identify individuals from human-subject data sets, the risk of re-identification is very real.](https://sms4smile.com/quotes/kate-crawford/while-many-big-data-providers-do-their-best-to-de-identify/)

[Kate Crawford](https://sms4smile.com/quotes/author/kate-crawford/)

> [People think 'big data' avoids the problem of discrimination because you are dealing with big data sets, but, in fact, big data is being…](https://sms4smile.com/quotes/kate-crawford/people-think-big-data-avoids-the-problem-of-discrimination-because/)

[Kate Crawford](https://sms4smile.com/quotes/author/kate-crawford/)

> [There's been the emergence of a philosophy that big data is all you need. We would suggest that, actually, numbers don't speak for themselves.](https://sms4smile.com/quotes/kate-crawford/there-s-been-the-emergence-of-a-philosophy-that-big-data-is-all-you/)

[Kate Crawford](https://sms4smile.com/quotes/author/kate-crawford/)

> [Data and data sets are not objective; they are creations of human design. We give numbers their voice, draw inferences from them, and define…](https://sms4smile.com/quotes/kate-crawford/data-and-data-sets-are-not-objective-they-are-creations-of-human/)

[Kate Crawford](https://sms4smile.com/quotes/author/kate-crawford/)

> [We urgently need more due process with the algorithmic systems influencing our lives. If you are given a score that jeopardizes your ability to…](https://sms4smile.com/quotes/kate-crawford/we-urgently-need-more-due-process-with-the-algorithmic-systems/)

[Kate Crawford](https://sms4smile.com/quotes/author/kate-crawford/)

> [Sexism, racism, and other forms of discrimination are being built into the machine-learning algorithms that underlie the technology behind many 'intelligent' systems that shape…](https://sms4smile.com/quotes/kate-crawford/sexism-racism-and-other-forms-of-discrimination-are-being-built-into/)

[Kate Crawford](https://sms4smile.com/quotes/author/kate-crawford/)

> [Books about technology start-ups have a pattern. First, there's the grand vision of the founders, then the heroic journey of producing new worlds from…](https://sms4smile.com/quotes/kate-crawford/books-about-technology-start-ups-have-a-pattern-first-there-s-the/)

[Kate Crawford](https://sms4smile.com/quotes/author/kate-crawford/)

> [The amount of money and industrial energy that has been put into accelerating AI code has meant that there hasn't been as much energy…](https://sms4smile.com/quotes/kate-crawford/the-amount-of-money-and-industrial-energy-that-has-been-put-into/)

[Kate Crawford](https://sms4smile.com/quotes/author/kate-crawford/)

> [Like all technologies before it, artificial intelligence will reflect the values of its creators. So inclusivity matters - from who designs it to who…](https://sms4smile.com/quotes/kate-crawford/like-all-technologies-before-it-artificial-intelligence-will-reflect/)

[Kate Crawford](https://sms4smile.com/quotes/author/kate-crawford/)

> [If you're not thinking about the way systemic bias can be propagated through the criminal justice system or predictive policing, then it's very likely…](https://sms4smile.com/quotes/kate-crawford/if-you-re-not-thinking-about-the-way-systemic-bias-can-be-propagated/)

[Kate Crawford](https://sms4smile.com/quotes/author/kate-crawford/)

> [We should have equivalent due-process protections for algorithmic decisions as for human decisions.](https://sms4smile.com/quotes/kate-crawford/we-should-have-equivalent-due-process-protections-for-algorithmic/)

[Kate Crawford](https://sms4smile.com/quotes/author/kate-crawford/)

> [There is no quick technical fix for a social problem.](https://sms4smile.com/quotes/kate-crawford/there-is-no-quick-technical-fix-for-a-social-problem/)

[Kate Crawford](https://sms4smile.com/quotes/author/kate-crawford/)

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