--- title: "Meaning & Key Takeaway of: If you had a system that could read all…" description: "\"If you had a system that could read all the pages and understand the context, instead of just throwing back 26 million pages to answer your query, it c..." image: "https://sms4smile.com/quotes/i/287/stuart-j-russell-21468_answers_if-you-had-a-system-that-could-read-all_2111660.jpg" --- # If you had a system that could read all the pages and… ![“If you had a system that could read all the pages and understand the context, instead of just throwing back 26 million pages to answer your query, it could actually answer the question. You could ask a real question and get an answer as if you were talking to a person who read all those millions…” quote by Stuart J. Russell](https://sms4smile.com/quotes/i/287/stuart-j-russell-21468_answers_if-you-had-a-system-that-could-read-all_2111660.jpg) [Download](https://sms4smile.com/quotes/i/287/stuart-j-russell-21468_answers_if-you-had-a-system-that-could-read-all_2111660.jpg) [Open image](https://sms4smile.com/quotes/i/287/stuart-j-russell-21468_answers_if-you-had-a-system-that-could-read-all_2111660.jpg) > “If you had a system that could read all the pages and understand the context, instead of just throwing back 26 million pages to answer your query, it could actually answer the question. You could ask a real question and get an answer as if you were talking to a person who read all those millions and billions of pages, understood them, and synthesized all that information.” [Stuart J. Russell](https://sms4smile.com/quotes/author/stuart-j-russell/) ## About This Quote This interpretation was drafted with AI assistance. It is one reading of the quote, not the author's own explanation. A system that truly comprehends massive text can answer questions directly, rather than just retrieving many documents. **In simple terms:** Understanding text lets AI give concise answers. Key Takeaway Build AI that reads and synthesizes, not just fetches. Themes AI knowledge communication understanding Mood curious optimistic Type technical visionary When to use this quote - research assistants - customer support - education - legal analysis Key Concepts semantic comprehension information synthesis human‑like interaction Questions to Reflect On - How can we ensure AI truly understands context? - What safeguards prevent misinformation? A Different Perspective Requires massive compute and reliable grounding to avoid hallucinations. ★ ★ ★ ★ ★ No ratings yet [Real questions](https://sms4smile.com/quotes/about/real-questions/) ## Related quotes > [My role as an artist helps me tremendously in breaking down each story. Pacing, layout, movement - having drawn a few thousand pages, I…](https://sms4smile.com/quotes/rob-liefeld/my-role-as-an-artist-helps-me-tremendously-in-breaking-down-each/) [Rob Liefeld](https://sms4smile.com/quotes/author/rob-liefeld/) > [“Once you can write an alphabet, you can write a book of 100 million pages. It's just a matter of believing it as possible,…](https://sms4smile.com/quotes/israelmore-ayivor/once-you-can-write-an-alphabet-you-can-write-a-book-of-100-million/) [Israelmore Ayivor](https://sms4smile.com/quotes/author/israelmore-ayivor/) > [Most of the AI goes into figuring which are the important pages you want. And to some extent what your query means, and what…](https://sms4smile.com/quotes/stuart-j-russell/most-of-the-ai-goes-into-figuring-which-are-the-important-pages-you/) [Stuart J. Russell](https://sms4smile.com/quotes/author/stuart-j-russell/) > [Why am I meeting so many back stabbers, why when I'm about to crash I go faster, my past is a disaster,when your house…](https://sms4smile.com/quotes/joe-budden/why-am-i-meeting-so-many-back-stabbers-why-when-i-m-about-to-crash-i/) [Joe Budden](https://sms4smile.com/quotes/author/joe-budden/) > [“I asked once, and the library assistant told me there were more than a hundred thousand books there, and more than sixty million pages…](https://sms4smile.com/quotes/geraldine-brooks/i-asked-once-and-the-library-assistant-told-me-there-were-more-than-a/) [Geraldine Brooks](https://sms4smile.com/quotes/author/geraldine-brooks/) > [I spend so much time on the Internet...I feel like I'm a million pages into the worst book ever, and I'm never going to…](https://sms4smile.com/quotes/aziz-ansari/i-spend-so-much-time-on-the-internet-i-feel-like-i-m-a-million-pages/) [Aziz Ansari](https://sms4smile.com/quotes/author/aziz-ansari/) > [You're able to use a search engine, like Google or Bing or whatever. But those engines don't understand anything about pages that they give…](https://sms4smile.com/quotes/stuart-j-russell/you-re-able-to-use-a-search-engine-like-google-or-bing-or-whatever/) [Stuart J. Russell](https://sms4smile.com/quotes/author/stuart-j-russell/) > [The new CIA torture report is 6 million pages long. It's almost as long as a George Clooney pre-nup.](https://sms4smile.com/quotes/david-letterman/the-new-cia-torture-report-is-6-million-pages-long-it-s-almost-as/) [David Letterman](https://sms4smile.com/quotes/author/david-letterman/) > [The program grew out of a desire to address a gap identified after 9/11 ... The program does not involve the NSA examining the…](https://sms4smile.com/quotes/barack-obama/the-program-grew-out-of-a-desire-to-address-a-gap-identified-after-9/) [Barack Obama](https://sms4smile.com/quotes/author/barack-obama/) > [After two years of sending out query letters and failing to get an agent, I made friends with an author, who was nice enough…](https://sms4smile.com/quotes/patrick-rothfuss/after-two-years-of-sending-out-query-letters-and-failing-to-get-an/) [Patrick Rothfuss](https://sms4smile.com/quotes/author/patrick-rothfuss/) > [“native queries are unavoidable in any non-trivial enterprise application”](https://sms4smile.com/quotes/vlad-mihalcea/native-queries-are-unavoidable-in-any-non-trivial-enterprise/) Vlad Mihalcea > [Most of us carry at least one device, all the time, every day. In fact many of us would feel naked without our smartphone.…](https://sms4smile.com/quotes/larry-page/most-of-us-carry-at-least-one-device-all-the-time-every-day-in-fact/) [Larry Page](https://sms4smile.com/quotes/author/larry-page/) > [As for the excellent little wretches who grow up in what they are taught, with never a scruple or a query, ... they signify…](https://sms4smile.com/quotes/oliver-wendell-holmes-jr/as-for-the-excellent-little-wretches-who-grow-up-in-what-they-are/) [Oliver Wendell Holmes, Jr](https://sms4smile.com/quotes/author/oliver-wendell-holmes-jr/) > [In 2002, Google began an ambitious project to digitize every book in the world. It was intended as a search project: type in a…](https://sms4smile.com/quotes/robert-darnton/in-2002-google-began-an-ambitious-project-to-digitize-every-book-in/) [Robert Darnton](https://sms4smile.com/quotes/author/robert-darnton/) > [It's like the query letter problem that I just mentioned, magnified a hundredfold. You might be good at telling a story, but that doesn't…](https://sms4smile.com/quotes/patrick-rothfuss/it-s-like-the-query-letter-problem-that-i-just-mentioned-magnified-a/) [Patrick Rothfuss](https://sms4smile.com/quotes/author/patrick-rothfuss/) ## More by Stuart J. Russell > [The robot is not going to want to be switched off because you've given it a goal to achieve and being switched off is…](https://sms4smile.com/quotes/stuart-j-russell/the-robot-is-not-going-to-want-to-be-switched-off-because-you-ve/) [Stuart J. Russell](https://sms4smile.com/quotes/author/stuart-j-russell/) > [Google or other search engines are examples of AI, and relatively simple AI, but they're still AI. That plus an awful lot of hardware…](https://sms4smile.com/quotes/stuart-j-russell/google-or-other-search-engines-are-examples-of-ai-and-relatively/) [Stuart J. Russell](https://sms4smile.com/quotes/author/stuart-j-russell/) > [It's unlikely that machines would spontaneously decide they didn't like people, or that they had goals in opposition to those of human beings.](https://sms4smile.com/quotes/stuart-j-russell/it-s-unlikely-that-machines-would-spontaneously-decide-they-didn-t/) [Stuart J. Russell](https://sms4smile.com/quotes/author/stuart-j-russell/) > [It's very hard to predict what kind of uses we'd make of assistants that could read and understand all the information the human race…](https://sms4smile.com/quotes/stuart-j-russell/it-s-very-hard-to-predict-what-kind-of-uses-we-d-make-of-assistants/) [Stuart J. Russell](https://sms4smile.com/quotes/author/stuart-j-russell/) > [When people talk about the singularity, when people talk about superintelligent AI, they're not talking about sentience or consciousness. They're talking about superhuman ability…](https://sms4smile.com/quotes/stuart-j-russell/when-people-talk-about-the-singularity-when-people-talk-about/) [Stuart J. Russell](https://sms4smile.com/quotes/author/stuart-j-russell/) > [Chess programs don't play chess the way humans play chess. We don't really know how humans play chess, but one of the things we…](https://sms4smile.com/quotes/stuart-j-russell/chess-programs-don-t-play-chess-the-way-humans-play-chess-we-don-t/) [Stuart J. Russell](https://sms4smile.com/quotes/author/stuart-j-russell/) > [You're able to use a search engine, like Google or Bing or whatever. But those engines don't understand anything about pages that they give…](https://sms4smile.com/quotes/stuart-j-russell/you-re-able-to-use-a-search-engine-like-google-or-bing-or-whatever/) [Stuart J. Russell](https://sms4smile.com/quotes/author/stuart-j-russell/) > [The more we learn about AI and about how the brain works, the more amazing the brain seems. Just the sheer amount of computation…](https://sms4smile.com/quotes/stuart-j-russell/the-more-we-learn-about-ai-and-about-how-the-brain-works-the-more/) [Stuart J. Russell](https://sms4smile.com/quotes/author/stuart-j-russell/) > [If human beings are losing every time, it doesn't matter whether they're losing to a conscious machine or an completely non conscious machine, they…](https://sms4smile.com/quotes/stuart-j-russell/if-human-beings-are-losing-every-time-it-doesn-t-matter-whether-they/) [Stuart J. Russell](https://sms4smile.com/quotes/author/stuart-j-russell/) > [A lot of people talk about sometime around 2030, machines will be more powerful than the human brain, in terms of the raw number…](https://sms4smile.com/quotes/stuart-j-russell/a-lot-of-people-talk-about-sometime-around-2030-machines-will-be-more/) [Stuart J. Russell](https://sms4smile.com/quotes/author/stuart-j-russell/) > [I used to say that if you gave me a trillion dollars to build a sentient or conscious machine I would give it back.…](https://sms4smile.com/quotes/stuart-j-russell/i-used-to-say-that-if-you-gave-me-a-trillion-dollars-to-build-a/) [Stuart J. Russell](https://sms4smile.com/quotes/author/stuart-j-russell/) > [Leg locomotion was, for decades, thought to be an incredibly difficult problem. There has been very, very painstakingly slow progress there, and robots that…](https://sms4smile.com/quotes/stuart-j-russell/leg-locomotion-was-for-decades-thought-to-be-an-incredibly-difficult/) [Stuart J. Russell](https://sms4smile.com/quotes/author/stuart-j-russell/) > [I expect that people are going to feel differently about that once they're aware that AI systems can watch through a camera and can,…](https://sms4smile.com/quotes/stuart-j-russell/i-expect-that-people-are-going-to-feel-differently-about-that-once/) [Stuart J. Russell](https://sms4smile.com/quotes/author/stuart-j-russell/) > [No one has a clue how to build a conscious machine, at all. We have less clue about how to do that than we…](https://sms4smile.com/quotes/stuart-j-russell/no-one-has-a-clue-how-to-build-a-conscious-machine-at-all-we-have/) [Stuart J. Russell](https://sms4smile.com/quotes/author/stuart-j-russell/) > [Some PhD physicists write software or work for hedge funds, but physics still has a problem with having very smart people but not enough…](https://sms4smile.com/quotes/stuart-j-russell/some-phd-physicists-write-software-or-work-for-hedge-funds-but/) [Stuart J. Russell](https://sms4smile.com/quotes/author/stuart-j-russell/) [Explore all 29 Stuart J. Russell quotes ](https://sms4smile.com/quotes/author/stuart-j-russell/) ## More Answers quotes > [The one thing that I keep learning over and over again is that I don't know nothing. I mean, that's my life lesson.](https://sms4smile.com/quotes/dwayne-johnson/the-one-thing-that-i-keep-learning-over-and-over-again-is-that-i-don/) [Dwayne Johnson](https://sms4smile.com/quotes/author/dwayne-johnson/) > [Sometimes a question can hurt more than an answer.](https://sms4smile.com/quotes/sarah-dessen/sometimes-a-question-can-hurt-more-than-an-answer/) [Sarah Dessen](https://sms4smile.com/quotes/author/sarah-dessen/) > [You feed yourself. Make sure you have all the information, whether it's aesthetic, scientific, mathematical, I don't care what it is. Then you walk…](https://sms4smile.com/quotes/ray-bradbury/you-feed-yourself-make-sure-you-have-all-the-information-whether-it-s/) [Ray Bradbury](https://sms4smile.com/quotes/author/ray-bradbury/) > [I have long felt that the way to keep children out of trouble is to keep them interested in things. Lecturing to children is…](https://sms4smile.com/quotes/walt-disney/i-have-long-felt-that-the-way-to-keep-children-out-of-trouble-is-to/) [Walt Disney](https://sms4smile.com/quotes/author/walt-disney/) > [Let me tell you that atheism has never painted a masterpiece. Atheism has never dispelled fear. Atheism has never healed a disease; faith in…](https://sms4smile.com/quotes/john-hagee/let-me-tell-you-that-atheism-has-never-painted-a-masterpiece-atheism/) [John Hagee](https://sms4smile.com/quotes/author/john-hagee/) > [“As long as you keep searching,the answers will come.”](https://sms4smile.com/quotes/mitch-kynock/as-long-as-you-keep-searching-the-answers-will-come/) [Mitch Kynock](https://sms4smile.com/quotes/author/mitch-kynock/) > [The answer to deep anxiety is the deep adoration of God.](https://sms4smile.com/quotes/ann-voskamp/the-answer-to-deep-anxiety-is-the-deep-adoration-of-god/) [Ann Voskamp](https://sms4smile.com/quotes/author/ann-voskamp/) > [A dialogue is very important. It is a form of communication in which question and answer continue till a question is left without an…](https://sms4smile.com/quotes/jiddu-krishnamurti/a-dialogue-is-very-important-it-is-a-form-of-communication-in-which/) [Jiddu Krishnamurti](https://sms4smile.com/quotes/author/jiddu-krishnamurti/) > [There is a comfort in rituals, and rituals provide a framework for stability when you are trying to find answers.](https://sms4smile.com/quotes/deborah-norville/there-is-a-comfort-in-rituals-and-rituals-provide-a-framework-for/) [Deborah Norville](https://sms4smile.com/quotes/author/deborah-norville/) > [A religious person answers to God, not to the elected or non-elected official.](https://sms4smile.com/quotes/elie-wiesel/a-religious-person-answers-to-god-not-to-the-elected-or-non-elected/) [Elie Wiesel](https://sms4smile.com/quotes/author/elie-wiesel/) > [Let us remember that every worldview-not just Christianity's-must give an explanation or an answer for evil and suffering...this is not just a problem distinctive…](https://sms4smile.com/quotes/ravi-zacharias/let-us-remember-that-every-worldview-not-just-christianity-s-must/) [Ravi Zacharias](https://sms4smile.com/quotes/author/ravi-zacharias/) > [Instead of asking a girl how she feels, try looking through her recently listened to songs. The lyrics are the answer to all your…](https://sms4smile.com/quotes/anonymous/instead-of-asking-a-girl-how-she-feels-try-looking-through-her/) [Anonymous](https://sms4smile.com/quotes/author/anonymous/) > [For someone to ask 'Who did you play for' and to be able to answer a single name 'Liverpool' that would be brilliant...I don't…](https://sms4smile.com/quotes/jamie-carragher/for-someone-to-ask-who-did-you-play-for-and-to-be-able-to-answer-a/) [Jamie Carragher](https://sms4smile.com/quotes/author/jamie-carragher/) > [When the first Superman movie came out I was frequently asked "What is a hero?" ...My answer was that a hero is someone who…](https://sms4smile.com/quotes/christopher-reeve/when-the-first-superman-movie-came-out-i-was-frequently-asked-what-is/) [Christopher Reeve](https://sms4smile.com/quotes/author/christopher-reeve/) > [Enjoying life isn't about finding the answers, but living the questions.](https://sms4smile.com/quotes/sue-margolis/enjoying-life-isn-t-about-finding-the-answers-but-living-the-questions/) [Sue Margolis](https://sms4smile.com/quotes/author/sue-margolis/) Browse all 7,843 Answers quotes ```json { "@context": "https://schema.org", "@graph": [ { "@type": "Quotation", "text": "If you had a system that could read all the pages and understand the context, instead of just throwing back 26 million pages to answer your query, it could actually answer the question. 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