--- title: "Meaning & Key Takeaway of: As AI becomes the new infrastructure…" description: "\"As AI becomes the new infrastructure, flowing invisibly through our daily lives like the water in our faucets, we must understand its short- and long-t..." image: "https://sms4smile.com/quotes/i/20d/kate-crawford-15804_ai_as-ai-becomes-the-new-infrastructure-flo_2644269.jpg" --- # As AI becomes the new infrastructure, flowing invisibly… ![“As AI becomes the new infrastructure, flowing invisibly through our daily lives like the water in our faucets, we must understand its short- and long-term effects and know that it is safe for all to use.” quote by Kate Crawford](https://sms4smile.com/quotes/i/20d/kate-crawford-15804_ai_as-ai-becomes-the-new-infrastructure-flo_2644269.jpg) [Download](https://sms4smile.com/quotes/i/20d/kate-crawford-15804_ai_as-ai-becomes-the-new-infrastructure-flo_2644269.jpg) [Open image](https://sms4smile.com/quotes/i/20d/kate-crawford-15804_ai_as-ai-becomes-the-new-infrastructure-flo_2644269.jpg) > “As AI becomes the new infrastructure, flowing invisibly through our daily lives like the water in our faucets, we must understand its short- and long-term effects and know that it is safe for all to use.” [Kate Crawford](https://sms4smile.com/quotes/author/kate-crawford/) ## About This Quote This interpretation was drafted with AI assistance. It is one reading of the quote, not the author's own explanation. AI as pervasive infrastructure demands rigorous safety and impact assessment for equitable use. **In simple terms:** AI needs safety and impact checks. Key Takeaway Ensure safe, equitable AI deployment. Themes technology ethics infrastructure Mood concerned forward‑looking Type technical policy When to use this quote - smart homes - healthcare AI - public services Key Concepts computer science policy Questions to Reflect On - How can we monitor AI risks? - What safeguards ensure fairness? A Different Perspective Rapid deployment may outpace regulation. ★ ★ ★ ★ ★ No ratings yet [AI](https://sms4smile.com/quotes/about/ai/) [Daily](https://sms4smile.com/quotes/about/daily/) [Effects Know](https://sms4smile.com/quotes/about/effects-know-2296228/) [Faucets Understand](https://sms4smile.com/quotes/about/faucets-understand-2296229/) [Flowing Invisibly](https://sms4smile.com/quotes/about/flowing-invisibly-2296227/) [Infrastructure Flowing](https://sms4smile.com/quotes/about/infrastructure-flowing-2296226/) [New](https://sms4smile.com/quotes/about/new/) [New Infrastructure](https://sms4smile.com/quotes/about/new-infrastructure-1343428/) [Short](https://sms4smile.com/quotes/about/short/) [Technology](https://sms4smile.com/quotes/about/technology/) [Water](https://sms4smile.com/quotes/about/water/) ## Related quotes > [Only by developing a deeper understanding of AI systems as they act in the world can we ensure that this new infrastructure never turns…](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/) > [In seats where perhaps we don't expect to win at the next general election, the new infrastructure gives us a chance to win local…](https://sms4smile.com/quotes/theresa-may/in-seats-where-perhaps-we-don-t-expect-to-win-at-the-next-general/) [Theresa May](https://sms4smile.com/quotes/author/theresa-may/) > [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/) > [Even a cat has things it can do that AI cannot.](https://sms4smile.com/quotes/fei-fei-li/even-a-cat-has-things-it-can-do-that-ai-cannot/) [Fei-Fei Li](https://sms4smile.com/quotes/author/fei-fei-li/) > [Emotion AI will be ingrained in the technologies we use every day, running in the background, making our tech interactions more personalized, relevant, authentic,…](https://sms4smile.com/quotes/rana-el-kaliouby/emotion-ai-will-be-ingrained-in-the-technologies-we-use-every-day/) [Rana el Kaliouby](https://sms4smile.com/quotes/author/rana-el-kaliouby/) > [I'm a geek through and through. My last job at Microsoft was leading much of the search engine relevance work on Bing. There we…](https://sms4smile.com/quotes/ramez-naam/i-m-a-geek-through-and-through-my-last-job-at-microsoft-was-leading/) [Ramez Naam](https://sms4smile.com/quotes/author/ramez-naam/) > [“In the race to scale a startup, overlooking financial planning is like to building a skyscraper on shaky ground. True growth stems from decisions…](https://sms4smile.com/quotes/jason-hishmeh/in-the-race-to-scale-a-startup-overlooking-financial-planning-is-like/) [Jason Hishmeh](https://sms4smile.com/quotes/author/jason-hishmeh/) > [If you could train an AI to be a Buddhist, it would probably be pretty good.](https://sms4smile.com/quotes/reid-hoffman/if-you-could-train-an-ai-to-be-a-buddhist-it-would-probably-be-pretty/) [Reid Hoffman](https://sms4smile.com/quotes/author/reid-hoffman/) > [It's hard for me to speculate about what motivates somebody like Stephen Hawking or Elon Musk to talk so extensively about AI. I'd have…](https://sms4smile.com/quotes/oren-etzioni/it-s-hard-for-me-to-speculate-about-what-motivates-somebody-like/) [Oren Etzioni](https://sms4smile.com/quotes/author/oren-etzioni/) > [OpenAI is doing important work by releasing tools which promote AI to be developed in the open. Compute power is largely produced by NVIDIA…](https://sms4smile.com/quotes/fred-ehrsam/openai-is-doing-important-work-by-releasing-tools-which-promote-ai-to/) [Fred Ehrsam](https://sms4smile.com/quotes/author/fred-ehrsam/) > [AI might be a powerful technology, but things won't get better simply by adding AI.](https://sms4smile.com/quotes/vivienne-ming/ai-might-be-a-powerful-technology-but-things-won-t-get-better-simply/) [Vivienne Ming](https://sms4smile.com/quotes/author/vivienne-ming/) > [“Imagine, Bishop, that you have a beloved cat, but that your cat is not with you. If you close your eyes and further imagine…](https://sms4smile.com/quotes/david-marusek/imagine-bishop-that-you-have-a-beloved-cat-but-that-your-cat-is-not/) [David Marusek](https://sms4smile.com/quotes/author/david-marusek/) > [“Stomach full of jitters, little beasts that were second cousins to guacamolians—little green monsters that wreaked havoc in your stomach.”](https://sms4smile.com/quotes/william-kely-mcclung/stomach-full-of-jitters-little-beasts-that-were-second-cousins-to/) [William Kely McClung](https://sms4smile.com/quotes/author/william-kely-mcclung/) > [AI and other emerging technologies will determine the future.](https://sms4smile.com/quotes/jon-husted/ai-and-other-emerging-technologies-will-determine-the-future/) [Jon Husted](https://sms4smile.com/quotes/author/jon-husted/) > [Having been trained as a computer scientist in the '90s, everybody knew that AI didn't work. People tried it. They tried neural nets, and…](https://sms4smile.com/quotes/sergey-brin/having-been-trained-as-a-computer-scientist-in-the-90s-everybody-knew/) [Sergey Brin](https://sms4smile.com/quotes/author/sergey-brin/) ## 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/) [Explore all 42 Kate Crawford quotes ](https://sms4smile.com/quotes/author/kate-crawford/) ## More AI quotes > [Having been trained as a computer scientist in the '90s, everybody knew that AI didn't work. People tried it. They tried neural nets, and…](https://sms4smile.com/quotes/sergey-brin/having-been-trained-as-a-computer-scientist-in-the-90s-everybody-knew/) [Sergey Brin](https://sms4smile.com/quotes/author/sergey-brin/) > [AI and other emerging technologies will determine the future.](https://sms4smile.com/quotes/jon-husted/ai-and-other-emerging-technologies-will-determine-the-future/) [Jon Husted](https://sms4smile.com/quotes/author/jon-husted/) > [“Stomach full of jitters, little beasts that were second cousins to guacamolians—little green monsters that wreaked havoc in your stomach.”](https://sms4smile.com/quotes/william-kely-mcclung/stomach-full-of-jitters-little-beasts-that-were-second-cousins-to/) [William Kely McClung](https://sms4smile.com/quotes/author/william-kely-mcclung/) > [“Imagine, Bishop, that you have a beloved cat, but that your cat is not with you. If you close your eyes and further imagine…](https://sms4smile.com/quotes/david-marusek/imagine-bishop-that-you-have-a-beloved-cat-but-that-your-cat-is-not/) [David Marusek](https://sms4smile.com/quotes/author/david-marusek/) > [AI might be a powerful technology, but things won't get better simply by adding AI.](https://sms4smile.com/quotes/vivienne-ming/ai-might-be-a-powerful-technology-but-things-won-t-get-better-simply/) [Vivienne Ming](https://sms4smile.com/quotes/author/vivienne-ming/) > [OpenAI is doing important work by releasing tools which promote AI to be developed in the open. Compute power is largely produced by NVIDIA…](https://sms4smile.com/quotes/fred-ehrsam/openai-is-doing-important-work-by-releasing-tools-which-promote-ai-to/) [Fred Ehrsam](https://sms4smile.com/quotes/author/fred-ehrsam/) > [It's hard for me to speculate about what motivates somebody like Stephen Hawking or Elon Musk to talk so extensively about AI. I'd have…](https://sms4smile.com/quotes/oren-etzioni/it-s-hard-for-me-to-speculate-about-what-motivates-somebody-like/) [Oren Etzioni](https://sms4smile.com/quotes/author/oren-etzioni/) > [If you could train an AI to be a Buddhist, it would probably be pretty good.](https://sms4smile.com/quotes/reid-hoffman/if-you-could-train-an-ai-to-be-a-buddhist-it-would-probably-be-pretty/) [Reid Hoffman](https://sms4smile.com/quotes/author/reid-hoffman/) > [“In the race to scale a startup, overlooking financial planning is like to building a skyscraper on shaky ground. True growth stems from decisions…](https://sms4smile.com/quotes/jason-hishmeh/in-the-race-to-scale-a-startup-overlooking-financial-planning-is-like/) [Jason Hishmeh](https://sms4smile.com/quotes/author/jason-hishmeh/) > [I'm a geek through and through. My last job at Microsoft was leading much of the search engine relevance work on Bing. There we…](https://sms4smile.com/quotes/ramez-naam/i-m-a-geek-through-and-through-my-last-job-at-microsoft-was-leading/) [Ramez Naam](https://sms4smile.com/quotes/author/ramez-naam/) > [Emotion AI will be ingrained in the technologies we use every day, running in the background, making our tech interactions more personalized, relevant, authentic,…](https://sms4smile.com/quotes/rana-el-kaliouby/emotion-ai-will-be-ingrained-in-the-technologies-we-use-every-day/) [Rana el Kaliouby](https://sms4smile.com/quotes/author/rana-el-kaliouby/) > [Even a cat has things it can do that AI cannot.](https://sms4smile.com/quotes/fei-fei-li/even-a-cat-has-things-it-can-do-that-ai-cannot/) [Fei-Fei Li](https://sms4smile.com/quotes/author/fei-fei-li/) > [AI is a tool. The choice about how it gets deployed is ours.](https://sms4smile.com/quotes/oren-etzioni/ai-is-a-tool-the-choice-about-how-it-gets-deployed-is-ours/) [Oren Etzioni](https://sms4smile.com/quotes/author/oren-etzioni/) > [I joined Baidu in 2014 to work on AI. Since then, Baidu's AI group has grown to roughly 1,300 people, which includes the 300-person…](https://sms4smile.com/quotes/andrew-ng/i-joined-baidu-in-2014-to-work-on-ai-since-then-baidu-s-ai-group-has/) [Andrew Ng](https://sms4smile.com/quotes/author/andrew-ng/) > [“But on the question of whether the robots will eventually take over, he { Rodney A. Brooks } says that this will probably not…](https://sms4smile.com/quotes/michio-kaku/but-on-the-question-of-whether-the-robots-will-eventually-take-over/) [Michio Kaku](https://sms4smile.com/quotes/author/michio-kaku/) [Browse all 315 AI quotes ](https://sms4smile.com/quotes/about/ai/) ```json { "@context": "https://schema.org", "@graph": [ { "@type": "Quotation", "text": "As AI becomes the new infrastructure, flowing invisibly through our daily lives like the water in our faucets, we must understand its short- and long-term effects and know that it is safe for all to use.", "creator": { "@type": "Person", "name": "Kate Crawford" }, "isPartOf": { "@id": "https://sms4smile.com/quotes/#website" }, "url": "https://sms4smile.com/quotes/kate-crawford/as-ai-becomes-the-new-infrastructure-flowing-invisibly-through-our/", "about": { "@type": "Thing", "name": "AI" }, "@id": "https://sms4smile.com/quotes/kate-crawford/as-ai-becomes-the-new-infrastructure-flowing-invisibly-through-our/#quotation", "image": { "@type": "ImageObject", "@id": "https://sms4smile.com/quotes/i/20d/kate-crawford-15804_ai_as-ai-becomes-the-new-infrastructure-flo_2644269.jpg", "contentUrl": "https://sms4smile.com/quotes/i/20d/kate-crawford-15804_ai_as-ai-becomes-the-new-infrastructure-flo_2644269.jpg", "url": "https://sms4smile.com/quotes/i/20d/kate-crawford-15804_ai_as-ai-becomes-the-new-infrastructure-flo_2644269.jpg", "width": 1080, "height": 1080, "caption": "“As AI becomes the new infrastructure, flowing invisibly through our daily lives like the water in our…” — Kate Crawford", "creditText": "SMS4Smile Quotes", "creator": { "@id": "https://sms4smile.com/quotes/#organization" } } }, { "@type": "BreadcrumbList", "itemListElement": [ { "@type": "ListItem", "position": 1, "name": "Home", "item": "https://sms4smile.com/" }, { "@type": "ListItem", "position": 2, "name": "Quotes", "item": "https://sms4smile.com/quotes/" }, { "@type": "ListItem", "position": 3, "name": "Kate Crawford", "item": "https://sms4smile.com/quotes/author/kate-crawford/" }, { "@type": "ListItem", "position": 4, "name": "As AI becomes the new infrastructure,...", "item": "https://sms4smile.com/quotes/kate-crawford/as-ai-becomes-the-new-infrastructure-flowing-invisibly-through-our/" } ], "@id": "https://sms4smile.com/quotes/kate-crawford/as-ai-becomes-the-new-infrastructure-flowing-invisibly-through-our/#breadcrumb" }, { "@type": "WebSite", "@id": "https://sms4smile.com/quotes/#website", "name": "SMS4Smile Quotes", "url": "https://sms4smile.com/quotes/", "publisher": { "@id": "https://sms4smile.com/quotes/#organization" } }, { "@type": "Organization", "@id": "https://sms4smile.com/quotes/#organization", "name": "SMS4Smile Quotes", "url": "https://sms4smile.com/quotes/", "logo": { "@type": "ImageObject", "url": "https://sms4smile.com/quotes/wp-content/themes/sq/assets/icons/icon-512.png", "width": 512, "height": 512 } } ] } ```