--- title: "Meaning & Key Takeaway of: We've seen computers play chess and beat…" description: "\"We've seen computers play chess and beat grand masters. We've seen computers drive a car across a desert. But interestingly, playing chess is easy, but..." image: "https://sms4smile.com/quotes/i/394/hod-lipson-31697_beats_we-ve-seen-computers-play-chess-and-beat_1364741.jpg" --- # We've seen computers play chess and beat grand masters… ![“We've seen computers play chess and beat grand masters. We've seen computers drive a car across a desert. But interestingly, playing chess is easy, but having a conversation about nothing is really difficult for a computer.” quote by Hod Lipson](https://sms4smile.com/quotes/i/394/hod-lipson-31697_beats_we-ve-seen-computers-play-chess-and-beat_1364741.jpg) [Download](https://sms4smile.com/quotes/i/394/hod-lipson-31697_beats_we-ve-seen-computers-play-chess-and-beat_1364741.jpg) [Open image](https://sms4smile.com/quotes/i/394/hod-lipson-31697_beats_we-ve-seen-computers-play-chess-and-beat_1364741.jpg) > “We've seen computers play chess and beat grand masters. We've seen computers drive a car across a desert. But interestingly, playing chess is easy, but having a conversation about nothing is really difficult for a computer.” [Hod Lipson](https://sms4smile.com/quotes/author/hod-lipson/) ## About This Quote This interpretation was drafted with AI assistance. It is one reading of the quote, not the author's own explanation. Computers excel at structured tasks like chess and driving, yet struggle with unstructured, open‑ended conversation. **In simple terms:** AI handles rules well but not casual talk. Key Takeaway Focus AI research on natural language flexibility. Themes AI limitations conversation human‑computer interaction Mood curious critical optimistic Type technological philosophical inspirational When to use this quote - Customer service bots - virtual assistants - social robots - online tutoring Key Concepts Machine learning language models cognitive flexibility Questions to Reflect On - How can we teach AI to grasp context? - What role does empathy play in conversation? A Different Perspective Even with advanced perception, lack of true understanding hampers dialogue. ★ ★ ★ ★ ★ No ratings yet [Chess](https://sms4smile.com/quotes/about/chess/) [Computer](https://sms4smile.com/quotes/about/computer/) [Computers](https://sms4smile.com/quotes/about/computers/) [Conversation](https://sms4smile.com/quotes/about/conversation/) [Desert](https://sms4smile.com/quotes/about/desert/) [Play](https://sms4smile.com/quotes/about/play/) [Playing chess](https://sms4smile.com/quotes/about/playing-chess/) ## Related quotes > [When humans team up with computers to play chess, the humans who do best are not necessarily the strongest players. They're the ones who…](https://sms4smile.com/quotes/tyler-cowen/when-humans-team-up-with-computers-to-play-chess-the-humans-who-do/) [Tyler Cowen](https://sms4smile.com/quotes/author/tyler-cowen/) > [There are two classes of men; those who are content to yield to circumstances and who play whist; those who aim to control circumstances,…](https://sms4smile.com/quotes/mortimer-collins/there-are-two-classes-of-men-those-who-are-content-to-yield-to/) [Mortimer Collins](https://sms4smile.com/quotes/author/mortimer-collins/) > [I started playing chess when I was about 4 or 5 years old. It is very good for children to learn to play chess,…](https://sms4smile.com/quotes/vladimir-kramnik/i-started-playing-chess-when-i-was-about-4-or-5-years-old-it-is-very/) [Vladimir Kramnik](https://sms4smile.com/quotes/author/vladimir-kramnik/) > [When you are lonely, when you feel yourself an alien in the world, play Chess. This will raise your spirits and be your counselor…](https://sms4smile.com/quotes/aristotle/when-you-are-lonely-when-you-feel-yourself-an-alien-in-the-world-play/) [Aristotle](https://sms4smile.com/quotes/author/aristotle/) > [Actually, one of the fascinating things that I've learned playing chess is that the way you play chess is kind of like the way…](https://sms4smile.com/quotes/anthony-carrigan/actually-one-of-the-fascinating-things-that-i-ve-learned-playing/) [Anthony Carrigan](https://sms4smile.com/quotes/author/anthony-carrigan/) > [No fool can play chess, and only fools do.](https://sms4smile.com/quotes/marc-lowrance/no-fool-can-play-chess-and-only-fools-do/) Marc Lowrance > [There is a computer disease that anybody who works with computers knows about. It's a very serious disease and it interferes completely with the…](https://sms4smile.com/quotes/richard-p-feynman/there-is-a-computer-disease-that-anybody-who-works-with-computers/) [Richard P. Feynman](https://sms4smile.com/quotes/author/richard-p-feynman/) > [In the barber shop you start playing checkers, and eventually you want to learn how to play chess. The pieces look a little more…](https://sms4smile.com/quotes/o-j-mayo/in-the-barber-shop-you-start-playing-checkers-and-eventually-you-want/) [O. J. Mayo](https://sms4smile.com/quotes/author/o-j-mayo/) > [He liked to play chess and do intelligent things, and I was a serious drinker and nonthinker.](https://sms4smile.com/quotes/warren-g-harding/he-liked-to-play-chess-and-do-intelligent-things-and-i-was-a-serious/) [Warren G. Harding](https://sms4smile.com/quotes/author/warren-g-harding/) > [Thank you, darling, for learning to play chess. It is an absolute necessity for any well organized family. (in a letter to his wife)](https://sms4smile.com/quotes/alexander-pushkin/thank-you-darling-for-learning-to-play-chess-it-is-an-absolute/) [Alexander Pushkin](https://sms4smile.com/quotes/author/alexander-pushkin/) > [It's the horsey-shape piece that moves in an L shape. It's what makes chess complicated, and why stupid people can't play chess. Go play…](https://sms4smile.com/quotes/courtney-love/it-s-the-horsey-shape-piece-that-moves-in-an-l-shape-it-s-what-makes/) [Courtney Love](https://sms4smile.com/quotes/author/courtney-love/) > [I like to play chess with bald men in the park although it's hard to find 32 of them.](https://sms4smile.com/quotes/emo-philips/i-like-to-play-chess-with-bald-men-in-the-park-although-it-s-hard-to/) [Emo Philips](https://sms4smile.com/quotes/author/emo-philips/) > [“Deal me in. If they want to play checkers, we’ll play chess. Fuck them.”](https://sms4smile.com/quotes/dick-lehr/deal-me-in-if-they-want-to-play-checkers-we-ll-play-chess-fuck-them/) Dick Lehr > [“If u want to work in Corporate, then u should know how to play Chess.”](https://sms4smile.com/quotes/honeya/if-u-want-to-work-in-corporate-then-u-should-know-how-to-play-chess/) [honeya](https://sms4smile.com/quotes/author/honeya/) > [I see myself used in terms of reading mismatches. If it's small, go inside. If it's big, come outside. And if it's in between,…](https://sms4smile.com/quotes/thon-maker/i-see-myself-used-in-terms-of-reading-mismatches-if-it-s-small-go/) [Thon Maker](https://sms4smile.com/quotes/author/thon-maker/) ## More by Hod Lipson > [So, where are the robots? We've been told for 40 years already that they're coming soon. Very soon they'll be doing everything for us.…](https://sms4smile.com/quotes/hod-lipson/so-where-are-the-robots-we-ve-been-told-for-40-years-already-that/) [Hod Lipson](https://sms4smile.com/quotes/author/hod-lipson/) > [We tend to think of science as finding equations, like E=MC2, that are simple and elegant. But maybe some theories are complicated, and we…](https://sms4smile.com/quotes/hod-lipson/we-tend-to-think-of-science-as-finding-equations-like-e-mc2-that-are/) [Hod Lipson](https://sms4smile.com/quotes/author/hod-lipson/) > [Restrictions are difficult to enforce in a world where anybody can make anything.](https://sms4smile.com/quotes/hod-lipson/restrictions-are-difficult-to-enforce-in-a-world-where-anybody-can/) [Hod Lipson](https://sms4smile.com/quotes/author/hod-lipson/) > [The only way to make something cheaply today is to have it mass-produced. For example, you wear the same shoes as everyone else. If…](https://sms4smile.com/quotes/hod-lipson/the-only-way-to-make-something-cheaply-today-is-to-have-it-mass/) [Hod Lipson](https://sms4smile.com/quotes/author/hod-lipson/) > [3D printing is already shaking our age-old notions of what can and can't be made.](https://sms4smile.com/quotes/hod-lipson/3d-printing-is-already-shaking-our-age-old-notions-of-what-can-and/) [Hod Lipson](https://sms4smile.com/quotes/author/hod-lipson/) > [When it costs you the same amount of manufacturing effort to make advanced robotic parts as it does to manufacture a paperweight, that really…](https://sms4smile.com/quotes/hod-lipson/when-it-costs-you-the-same-amount-of-manufacturing-effort-to-make/) [Hod Lipson](https://sms4smile.com/quotes/author/hod-lipson/) > [If you're talking 100 years, there's no doubt in my mind that all jobs will be gone, including creative ones. And 100 years is…](https://sms4smile.com/quotes/hod-lipson/if-you-re-talking-100-years-there-s-no-doubt-in-my-mind-that-all-jobs/) [Hod Lipson](https://sms4smile.com/quotes/author/hod-lipson/) > [The next episode of 3D printing will involve printing entirely new kinds of materials. Eventually we will print complete products - circuits, motors, and…](https://sms4smile.com/quotes/hod-lipson/the-next-episode-of-3d-printing-will-involve-printing-entirely-new/) [Hod Lipson](https://sms4smile.com/quotes/author/hod-lipson/) > [The moment somebody is making money off the recipes, that's when you'll see digital rights management around it.](https://sms4smile.com/quotes/hod-lipson/the-moment-somebody-is-making-money-off-the-recipes-that-s-when-you/) [Hod Lipson](https://sms4smile.com/quotes/author/hod-lipson/) > [I think, once recipes become digital, pirating a digital recipe and all the questions that you have with music and so forth will become…](https://sms4smile.com/quotes/hod-lipson/i-think-once-recipes-become-digital-pirating-a-digital-recipe-and-all/) [Hod Lipson](https://sms4smile.com/quotes/author/hod-lipson/) > [Basically, any material you can squeeze, melt or generate into a powder, you can print.](https://sms4smile.com/quotes/hod-lipson/basically-any-material-you-can-squeeze-melt-or-generate-into-a-powder/) [Hod Lipson](https://sms4smile.com/quotes/author/hod-lipson/) > [Worrying about how you're going to make something is a huge constraint - most people can't make anything at home because it's too expensive.](https://sms4smile.com/quotes/hod-lipson/worrying-about-how-you-re-going-to-make-something-is-a-huge/) [Hod Lipson](https://sms4smile.com/quotes/author/hod-lipson/) > [Similar to computer technology in the '60s, 3-D printing is a universal technology that has the potential to revolutionize our life by enabling individuals…](https://sms4smile.com/quotes/hod-lipson/similar-to-computer-technology-in-the-60s-3-d-printing-is-a-universal/) [Hod Lipson](https://sms4smile.com/quotes/author/hod-lipson/) > [A hexagonal piece of cheese is a lot better than a square piece of cheese,](https://sms4smile.com/quotes/hod-lipson/a-hexagonal-piece-of-cheese-is-a-lot-better-than-a-square-piece-of/) [Hod Lipson](https://sms4smile.com/quotes/author/hod-lipson/) > [If you gave kids peas that didn’t look like peas and said they were a space shuttle, they’re much more apt to eat them…](https://sms4smile.com/quotes/hod-lipson/if-you-gave-kids-peas-that-didn-t-look-like-peas-and-said-they-were-a/) [Hod Lipson](https://sms4smile.com/quotes/author/hod-lipson/) [Explore all 16 Hod Lipson quotes ](https://sms4smile.com/quotes/author/hod-lipson/) ## More Beats quotes > [Histories never conclude; they just pause their prose. Their stories are, if they are truthful, untidy affairs, resistant to windings-up and sortings-out. They beat…](https://sms4smile.com/quotes/simon-schama/histories-never-conclude-they-just-pause-their-prose-their-stories/) [Simon Schama](https://sms4smile.com/quotes/author/simon-schama/) > [So many things beat upon us in a lifetime that simply enduring may seem almost beyond us… But the test a loving God has…](https://sms4smile.com/quotes/henry-b-eyring/so-many-things-beat-upon-us-in-a-lifetime-that-simply-enduring-may/) [Henry B. Eyring](https://sms4smile.com/quotes/author/henry-b-eyring/) > [The Beat Generation, that was a vision that we had, John Clellon Holmes and I, and Allen Ginsberg in an even wilder way, in…](https://sms4smile.com/quotes/jack-kerouac/the-beat-generation-that-was-a-vision-that-we-had-john-clellon-holmes/) [Jack Kerouac](https://sms4smile.com/quotes/author/jack-kerouac/) > [Certainly these are not easy times. But history does not contain very many easy times. Years from now, we will look back at this…](https://sms4smile.com/quotes/laura-ingraham/certainly-these-are-not-easy-times-but-history-does-not-contain-very/) [Laura Ingraham](https://sms4smile.com/quotes/author/laura-ingraham/) > [I usually write from the rhythm section...If a drummer got a funky beat on some things - like a half-shuffle or a shuffle or…](https://sms4smile.com/quotes/miles-davis/i-usually-write-from-the-rhythm-section-if-a-drummer-got-a-funky-beat/) [Miles Davis](https://sms4smile.com/quotes/author/miles-davis/) > [If you don't like club beats take a HIT OF E and you will love the music.](https://sms4smile.com/quotes/kevin-mccarty/if-you-don-t-like-club-beats-take-a-hit-of-e-and-you-will-love-the/) [Kevin McCarty](https://sms4smile.com/quotes/author/kevin-mccarty/) > [Every pitcher can beat you, it doesn't matter how good you are.](https://sms4smile.com/quotes/barry-bonds/every-pitcher-can-beat-you-it-doesn-t-matter-how-good-you-are/) [Barry Bonds](https://sms4smile.com/quotes/author/barry-bonds/) > [Only two to three per cent of an audience is interested in words and pays attention to lyrics; most of the rest of it…](https://sms4smile.com/quotes/al-stewart/only-two-to-three-per-cent-of-an-audience-is-interested-in-words-and/) [Al Stewart](https://sms4smile.com/quotes/author/al-stewart/) > [Joel Lane documents a life we don’t quite live, in a city we can’t quite find: half glimpsed and half imagined, we know it’s…](https://sms4smile.com/quotes/chaz-brenchley/joel-lane-documents-a-life-we-don-t-quite-live-in-a-city-we-can-t/) Chaz Brenchley > [Practice to beat the best.](https://sms4smile.com/quotes/dick-bennett/practice-to-beat-the-best/) [Dick Bennett](https://sms4smile.com/quotes/author/dick-bennett/) > [I don't know about the rest of the world, but I know in our region everyone is gunning to beat us. We have a…](https://sms4smile.com/quotes/landon-donovan/i-don-t-know-about-the-rest-of-the-world-but-i-know-in-our-region/) [Landon Donovan](https://sms4smile.com/quotes/author/landon-donovan/) > [Grand business plans are all very well, but nothing beats dipping your toe in the water.](https://sms4smile.com/quotes/baron-bilimoria-karan-bilimoria/grand-business-plans-are-all-very-well-but-nothing-beats-dipping-your/) Baron Bilimoria Karan Bilimoria > [Let a man who has to make his fortune in life remember this maxim: Attacking is the only secret. Dare and the world yields,…](https://sms4smile.com/quotes/william-makepeace-thackeray/let-a-man-who-has-to-make-his-fortune-in-life-remember-this-maxim/) [William Makepeace Thackeray](https://sms4smile.com/quotes/author/william-makepeace-thackeray/) > [Imagine if you were a drummer, and you accidentally picked up two magic wands instead of sticks. There you are, keeping the beat, the…](https://sms4smile.com/quotes/mitch-hedberg/imagine-if-you-were-a-drummer-and-you-accidentally-picked-up-two/) [Mitch Hedberg](https://sms4smile.com/quotes/author/mitch-hedberg/) > [I don't like small birds. They hop around so merrily outside my window, looking so innocent. but I know that secretly, they're watching my…](https://sms4smile.com/quotes/anonymous/i-don-t-like-small-birds-they-hop-around-so-merrily-outside-my-window/) [Anonymous](https://sms4smile.com/quotes/author/anonymous/) Browse all 3,311 Beats quotes ```json { "@context": "https://schema.org", "@graph": [ { "@type": "Quotation", "text": "We've seen computers play chess and beat grand masters. We've seen computers drive a car across a desert. 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