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Donald Knuth: Algorithms, Complexity, and The Art of Computer Programming | Lex Fridman Podcast #62 

Lex Fridman
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8 июн 2024

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Комментарии : 418   
@lexfridman
@lexfridman 4 года назад
I really enjoyed this conversation with Donald. Here's the outline: 0:00 - Introduction 3:45 - IBM 650 7:51 - Geeks 12:29 - Alan Turing 14:26 - My life is a convex combination of english and mathematics 24:00 - Japanese arrow puzzle example 25:42 - Neural networks and machine learning 27:59 - The Art of Computer Programming 36:49 - Combinatorics 39:16 - Writing process 42:10 - Are some days harder than others? 48:36 - What's the "Art" in the Art of Computer Programming 50:21 - Binary (boolean) decision diagram 55:06 - Big-O notation 58:02 - P=NP 1:10:05 - Artificial intelligence 1:13:26 - Ant colonies and human cognition 1:17:11 - God and the Bible 1:24:28 - Reflection on life 1:28:25 - Facing mortality 1:33:40 - TeX and beautiful typography 1:39:23 - How much of the world do we understand? 1:44:17 - Question for God
@Jon-br8co
@Jon-br8co 4 года назад
Lex we need an interview with Andrew Yang. We been waiting months... You had several experts on AI and Economics and those guests thus far are perceiving UBI in a negative light. Most in part because they are not dialed in on the proposed implementation from Andrew Yang's UBI. Kai Fu Lee's argument on the labor displacement was to focus on retraining. Andrew Yang states that the retraining success rate is about 5%-15% for the manufacturing worker that were displaced from automation. You must agree that's freaking horrible. Ray Dalio's concern is that UBI will take away from other social programs and mostly focused on child's early development to provide opportunity at an early age. We all know that schools can only influence 30% of a child development and 60%-70% has most to do with what the child's home environment is like... Please get Andrew Yang on for the Rebuttal of Kai Fu Lee's and Ray Dalio's perspective. You yourself know very well that AI will rip through our economy and completely redefine labor. What this mean to our society at this moment is looking very dark. Please get Andrew Yang on your show... BTW massive fan of the show, only because I and many like me see the massive change coming down the pike and we all know it could be incredibly good for us and on the flip side, it could be incredibly bad for us... Please consider me very concerned and please excuse my forwardness...
@SudipBishwakarma
@SudipBishwakarma 4 года назад
What the....YOU FINALLY DID IT!!! WOW😃
@godblessamerica793
@godblessamerica793 4 года назад
1:17:11 God rolls the dice. However, the adversarial (Devil) tries to roll the dice back, in order to confuse the situation (ANALOGY - G.A.N.s or Generative Adversarial Networks). Therefore, there is a, contradictory, random, probabilistic, solution, determined by who knows how to roll the dice, while knowing the end result (Fate). Free will, only, occurs when intelligent living organisms work together for a common cause, I think. Which direction is the world headed, collectively?
@godblessamerica793
@godblessamerica793 4 года назад
1:39:23 Reality is a result of experiencing tragedy(ies) or Caring for others. Destruction of people and/or society(ies) is/are a result of fearlessness and/or lack of conscience (either on purpose or perhaps a lapse of memory (past experiences) - like dementia), I think. Flaws are our memories, either learned or overlooked, we have been exposed to, relative to the past. However, looking to the future, in a "positive light" is what normal reality should look like, to me.
@godblessamerica793
@godblessamerica793 4 года назад
1:44:17 Question for God - "What kind of browser do you have up here?" "I hope we had good internet." Answer from God - We live in a holographic ("super" (BEYOND HUMAN COMPREHENSION) internet of God's crafting) universe that connects us to our creator(s), via the dimensions we can not perceive with our eyes, but with, only, our minds and souls, I think. Quantitatively speaking, we are minuscule, compared to the size of our creator(s). That is what differentiates us, on planet Earth, to what lies beyond the infinity or finite real estate we call the universe(s), in my opinion. We seem to be two different entities (Two independent (yet dependent) systems that struggle to coexist). Therefore, one's own death is validated, (relative to some (NOT ALL HUMANS) intelligent living organisms), in order to meet our maker and/ or ask for forgiveness for our sins. ETERNAL LIFE IS RELATIVE TO ONE'S BELIEF SYSTEM AND / OR ENVIRONMENT. EITHER PEOPLE WANT TO LIVE FOREVER, IN THIS TIME WE CALL LIFE, OR ONE ACCEPTS DEATH, AT SOME POINT, TO HAVE ETERNAL FREEDOM FROM PAIN AND / OR QUESTIONS UNANSWERED, IN THIS FINITE / SELF CENTERED VIEW THAT MOST PEOPLE SEEM TO HAVE ABOUT THE WORLD WE LIVE IN, GENERALLY SPEAKING, I THINK.
@MesaySolomon
@MesaySolomon 4 года назад
Judging by the quality of your guests, you're becoming one of the best podcasters! Great work!
@DaveWhoa
@DaveWhoa 4 года назад
yep, not gonna find Donald Knuth on Joe Rogan! (no disrespect to Joe tho!)
@rpsloss
@rpsloss 3 года назад
Seriously. Excellent guests
@nestorlovesguitar
@nestorlovesguitar 2 года назад
I actually grab popcorn when a new Lex podcast shows up because I know I'm in for a treat! Better than movies nowadays.
@thuggfrogg
@thuggfrogg 8 месяцев назад
These videos with living legends are an incredible gift and contribution to humanity. Thanks for these, Lex.
@NomenNescio99
@NomenNescio99 4 года назад
Interview haven't begun and I already clicked like. KNUTH!! He's my homeboy! Lex, anything is okay as long as you are talking with the Knuth.
@dalelarson3884
@dalelarson3884 Год назад
I've long admired Donald Knuth and much enjoyed your interview. Its pacing and development were superb. I chanced years ago to meet him at his Palo Alto church. In the passing of the peace he circled around to shake hands and at social hour engaged in conversation. Your fine interview has today given me a second chance to extend that pleasure. My double thanks.
@mohamedlotfi982
@mohamedlotfi982 4 года назад
I feel spoiled with all these guests. Would love to see Grant Sanderson of 3blue1brown on here. Like so Lex could see this
@lexfridman
@lexfridman 4 года назад
I did! I think it'll be out next Monday or Tuesday. And I'll probably talk to him again.
@mohamedlotfi982
@mohamedlotfi982 4 года назад
@@lexfridman Wow! Always 1 step ahead, your work is awesome man!
@unoriginalusernameno999
@unoriginalusernameno999 4 года назад
Lex Fridman WOW! Whose next? Jeff Bezos? Tory Bruno?
@rolandlemmers6462
@rolandlemmers6462 4 года назад
@@unoriginalusernameno999 Next thing you know he'll be coming down from the mountain. Life might get complicated though, stone tables are not fashionable anymore just 10 rules and it's full, 128 Gb sd-cards though... Next bible 98.000.000 pages?
@squirlmy
@squirlmy 4 года назад
@@ACogloc he presumably named himself after the Diagnostic and Statistical Manual of Mental Disorders, Fifth Edition (That's DSM 5, not sure what the extra 'D' stands for) So yeah, I think this is quite literally someone in need of a medication adjustment. We've grown so used to things like "AI-generated content", that we forget there are actually people suffering from thinking disorders who sincerely post indecipherable statements. Another reason to be careful and compassionate with responses.
@foodsel
@foodsel 4 года назад
"I enjoy the fact I have limits" - but seemingly driven by the sense of being able to solve complex problems; one of many things to possibly take away from this talk. The openness of dealing with mortality and the contagious yet realistic curiosity really is inspiring to me. Thanks to both guest and host!
@wqz9822
@wqz9822 4 года назад
Get Linus Torvalds next!
@johnhammer8668
@johnhammer8668 4 года назад
Yes. Torvalds please
@SuperMarioTomma95
@SuperMarioTomma95 4 года назад
Yes and then John Cena pls
@keedt
@keedt 4 года назад
and Theo Deraadt should make for an interesting interviewee in the open source realm as well.
@SuperMarioTomma95
@SuperMarioTomma95 4 года назад
@@keedt yes and then also Brock Lesnar
@SuperMarioTomma95
@SuperMarioTomma95 4 года назад
@@williamhumphries2900 No :( He keeps doing his "you can't see me" thing and then disappears while Lex ask questions.
@CaliforniaMist
@CaliforniaMist 4 года назад
I have to say, as someone who has watched an extensive number of your interviews I think this one is the best. Thank you for everything you are doing and remaining impartial and allowing guests to discuss all sorts of philosophical and technological questions, as well as coming into these interviews being so incredibly knowledgeable. You are so learned in both the guests and the subjects being covered in these interviews. Thank you very much for the time you put into this for all of us very technologically enthralled, gentleman scientists as well as programmers/engineers and non technologically inclined.
@bigshaqsmathematicalinstit3318
@bigshaqsmathematicalinstit3318 4 года назад
You ask good questions, this is how a podcast should be!
@rpbmpn
@rpbmpn Год назад
So valuable to be able to hear this. As a youngster in the late 1990s I dreamed of hearing from all the experts in any domain I was interested in, but it was never realistic (at least not without a string of certain extraordinarily difficult or unlikely events). There's no way you have time to read even a hundredth of your comments, so I know with quite high probability that I'm speaking into the void, but thank you for making this vast wealth of knowledge so easily accessible.
@shellrox2878
@shellrox2878 4 года назад
One of the greatest computer scientist and mathematician of all time!
@cameroncarter6789
@cameroncarter6789 Год назад
Him and Ritchie are my hero's
@vikingthedude
@vikingthedude 11 месяцев назад
@@cameroncarter6789ritchie who?
@cameroncarter6789
@cameroncarter6789 11 месяцев назад
@@vikingthedude I’m a nigger
@JivanPal
@JivanPal 11 месяцев назад
@@vikingthedude Almost certainly referring to Dennis Ritchie.
@kevalan1042
@kevalan1042 4 года назад
Lex, my only complaint is I can't keep up with watching all these amazing interviews. Deepest kudos to you sir.
@yapludelai
@yapludelai 4 года назад
Love your avatar, best quotes from "le chat" Cimetarys are full of old babies There's old quote who says our past is horrible, our present is unsuitable, happyly we have no futur We only bread the air that is around ourself and that, make you humble The smartest people doutes of themself, I think
@7cle
@7cle 4 года назад
You are a good interviewer. Your questions are good and you let the interviewed answer without stepping in and put yourself forward. That's gold.
@ynmorho
@ynmorho 4 года назад
this was such a treat. i will cherish this interview for years to come. thank you!
@1974greymalkin
@1974greymalkin 4 года назад
I love listening to very intelligent people formulate a thought. This is a brilliant man. What a treat to hear him talk in a relaxed setting.
@AlexandruJalea
@AlexandruJalea 4 года назад
Lex, well done on all the interviews over the year. Really enjoyed most of them.
@tiadiad
@tiadiad 4 года назад
Nice surprise. Glad to hear one more episode in 2019. Thank you for the amazing work! Learning a ton from these conversations. Awe inspiring stuff.
@faithinverity8523
@faithinverity8523 3 года назад
I didn't quite know what to make of these conversations until 15:40. Lex has a goofy side. I am supremely glad that Lex has roped together this group and conversed with them. We all read Knuth and listened to him talk but never had a chance to see him in conversation. And I have to thank all of Lex's subjects for turn submitting to being interviewed. It has been unsurprisingly good to hear what they had to say.
@daisygonzalez2020
@daisygonzalez2020 4 года назад
Daaaaang Lex Fridman is bringing it! Thanks for the holiday uploads. You're the best!
@joelicata
@joelicata 4 года назад
Incredible interview. In the early 70’s Vols 1 and 3 were my foundation. Seeing hearing Don puts a big comfortable smile on my face. Thanks Lex.
@TheNishant1980
@TheNishant1980 4 года назад
Lex please conduct an interview with yourself as well. It's really a tough job to ask all these intelligent questions to all these experts from different fields. You are yourself a legend 😊
@thevfxwizard7758
@thevfxwizard7758 3 года назад
I was taught AP Calculus AB by his son. Needless to say, he was a great teacher.
@rahulpyd1
@rahulpyd1 8 месяцев назад
That last Q/A is so hilarious. I couldn't stop laughing for a while. On a serious note thanks Lex for this. You have literally connected a generation with Knuth. I haven't seen an interview like this with him. Knuth as ever inspires me.
@_engid
@_engid 4 года назад
So amazed to see the new guests you manage to get on here! Thank you Lex!
@yonosenada1773
@yonosenada1773 4 года назад
This is definitely an amazing podcast on a great subject. The interview was delightful.
@hanselpedia
@hanselpedia 4 года назад
WOW! no time left to watch TV with all those great podcast :-) Thanks!
@mzsolt
@mzsolt 4 года назад
So great to hear that he's still programming. Can't get enough of that, when you're solving fun puzzles and not making big systems that solve everything. :)
@keamkazi
@keamkazi 4 года назад
One of my favourite podcasts.. thank you Lex for an awesome effort and diversity of guests.
@giedirietveld7425
@giedirietveld7425 4 года назад
Thank you Lex Fridman for the heavy questions you 'put on the table' of Donald Knuth. Mabye that's the reason why I see him now as a human being in the first place. You took the risk to loose him during the interview, but he stayed on line with you and special that makes him greater then I thought before this podcast. So for the second time: THANK YOU!
@KeldonA
@KeldonA 4 года назад
The answer to the last question is pure gold!
@CarlosAlexandre-dc3lw
@CarlosAlexandre-dc3lw 3 года назад
I would love to get the proper words to translate how much I'm grateful to you and your amazing work. Long live and prosper, Mr. Fridman. Every each video from you is a blast.
@sylvainatoz2045
@sylvainatoz2045 4 года назад
Lex, thanks for bringing us those podcasts. Very interesting, bring me knowledge and makes me think. Must required you lot of effort for little retribution. You are a very good person. Please kept up the good work in 2020. Wish you the best, wish us the best.
@rekeshali
@rekeshali 2 года назад
Damn Lex, you ask the best questions cause your guests are always so enthusiastic to answer them. Makes these podcasts a joy to listen to
@IamSY19
@IamSY19 4 года назад
To one more decade of this podcast 🍺
@RyanHoguePassiveIncome
@RyanHoguePassiveIncome 4 года назад
Thanks for another great interview Lex!
@akashghosh4766
@akashghosh4766 4 года назад
This is unbelievable. You got knuth. You got great connections..
@mad1083
@mad1083 4 года назад
Been awaiting this conversation for months!
@MrHeyyyyy1234
@MrHeyyyyy1234 3 года назад
This interview was very thought provoking in regards to finiteness of certain aspects of life. Donald is so focused because of his own pure intentions. Thanks Lex for sharing these conversations with the public. Take care man.
@gjulka
@gjulka 4 года назад
Beautifully conducted interview of a brilliant mind.
@blind_neighbourhoodNerd
@blind_neighbourhoodNerd 4 года назад
I just discovered this podcast. Awesome work man!!
@haseebq
@haseebq 4 года назад
Thanks for another great Podcast! Would love it if you could interview John Carmack! Just because of the body of work he's already done and also because he's recently started looking into AGI.
@strange_collection
@strange_collection 4 года назад
Amazing to see and hear Don Knuth. The quality of the people you interview is just unmatched. They had the most profound impact on computer technology.
@paulkiat
@paulkiat 2 года назад
I miss these old podcast formats.
@alex_hiller
@alex_hiller 4 года назад
Saw the thumbnail and literally swore out loud. Thank you, Lex!
@jane3ta
@jane3ta 4 года назад
Alex Hiller “Holy F S” for me.
@kwantheman2643
@kwantheman2643 4 года назад
Answer to the last question is priceless!
@rpsloss
@rpsloss 3 года назад
Your guests are supreme. Thanks for the work!
@ralvarezb78
@ralvarezb78 4 года назад
20 Years Ago I discovered "The Art of computer programming" this brings me "the light"
@vkray
@vkray 4 года назад
Raúl Alvarez Which country?
@stefanluginger3682
@stefanluginger3682 4 года назад
Raúl Alvarez I would too if I would have 100 more years in life
@TarlanT
@TarlanT 3 года назад
I discovered it in year 2000 as well.
@lohphat
@lohphat 3 года назад
Very good editing. The cross-fades instead of jump-cuts during the excising of short pauses is pretty smooth.
@richardhorvatichfittrader
@richardhorvatichfittrader 3 года назад
The people he interviews are some of todays most highly noted thinkers. I think this makes him number 1 on multiple levels. The other podcasts I watch : rogan, impact theory, rich roll and more... Lex is my favorite to gain knowledge. I come here to enhance my education. He is also fit and plays music. I relate to the renaissance man and I think Lex is becoming a famous renaissance man who is inspiring many to chase their potential, work hard, stay humble. Thanks for this channel Lex.
@taotechnique
@taotechnique 4 года назад
This is my new favorite channel. I love every single one of your videos. How do you manage to get all these great people on your show?! edit: in response to your ad placements, I see no problem with them in your designated spots. Like you said, they're placed in a way to not break the flow of the conversation. I hope your other fans agree as well :)
@VMac-eg7fb
@VMac-eg7fb 4 года назад
Thank you Lex, very satisfying interview of Living History, Donald Knuth, Happy New Year to You and Yours.
@amitgaj1
@amitgaj1 4 года назад
Thanks Lex!! This is a wonderful conversation.
@rishabhshirke1175
@rishabhshirke1175 4 года назад
At last...thank you, would love to listen to Andrej Karpathy
@azizas9366
@azizas9366 4 года назад
I have been waiting for this interview. Thx Lex
@abum91
@abum91 4 года назад
how did i not find this podcast earlier...thank you lex
@tristandarracq8811
@tristandarracq8811 4 года назад
Many thanks for your work and dedication, your podcast is fantastic! I would love to watch you debating with Ajay Agrawal or Yuval Noah Harari in 2020.
@zanerobison2956
@zanerobison2956 9 месяцев назад
This is a gold mine, thanks for posting.
@billyandriam
@billyandriam 4 года назад
I have found my home on the internet thanks to your AI Podcast Lex. Thank you for doing all this!
@RahulKumar-yh4ui
@RahulKumar-yh4ui 4 года назад
This is by far my most favourite thing on youtube :)
@ivayloyankov8120
@ivayloyankov8120 3 года назад
How incredible is our time? To listen to these bright minds for free, this is amazing.
@esra_erimez
@esra_erimez 4 года назад
The importance of this video cannot be over stated. Thank you.
@nelsonsanchezsanchez
@nelsonsanchezsanchez 3 года назад
Thanks Lex for introducing this computer genius. Dr Knuth has been my inspiration in my career as an engineer. A hug from Bogotá, Colombia
@maxheadrom3088
@maxheadrom3088 3 года назад
Your suit gives Computers the class they deserve. Your hi-fi matches your suit! Where's the single malt? Excellent interview!
@claytonbarnette
@claytonbarnette 3 года назад
That was fun to watch. Thank you Lex
@lucasthompson1650
@lucasthompson1650 4 года назад
Great episode and great choice for the end of the year episode, Lex! I never had a 650 but my first computer was a used PDP-10 that was about the size of a modern washing machine if you stacked everything.
@TwelfthRoot2
@TwelfthRoot2 4 года назад
I didn't even study computer science (aerospace engineering) but I love these interviews.
@shadowclan5859
@shadowclan5859 4 года назад
Doesn't matter where you put the add, the content is fantastic!!! If required, increase the number of adds... Do whatever is required for you to continue having these conversations.
@PhillipRhodes
@PhillipRhodes 4 года назад
Don is still an amazingly sharp guy, even at 81! Of course, he's starting out so far ahead of us mere mortals, that he'd probably seem like a genius if he was working at 4% of his capacity. Remarkable man, great interview!
@smtsjhr
@smtsjhr 4 года назад
an absolute gem. thank you Lex! : )
@RosaLei
@RosaLei 3 года назад
"What kind of browser do you have up here" 😆 lol. What a priceless question! 🥰 Donald Knuth! Mahalo Lex Fridman, another endearing podcast!
@SergioFelicianoMendozaBarrera
@SergioFelicianoMendozaBarrera 4 года назад
Amazing job, great! Congratulations @Lex!
@fredbcarneiro
@fredbcarneiro 3 года назад
Can I like this 1000 times??? Thanks for this led 😊
@dadecountyboos
@dadecountyboos 3 года назад
I just bought MMIX 1-4 and supplementary volume. So excited to become ready for RISC-V Thanks as always for sharing these wonderful people
@gerryakbar
@gerryakbar 4 года назад
this is really intended to be a surprise for celebrating the new year!
@mattgraves3709
@mattgraves3709 3 года назад
I am blown away by this for some reason. while we share so many traits, the one I admire most about Donald Knuth (and Lex) is the discipline to grunt out the last corner cases, refinement. I used to have that and think it can be exercised as a muscle, but urgency in time has made me sloppy. Very profound takeaway for me.
@courseprovider9871
@courseprovider9871 3 года назад
What a great podcast that was. amazing!
@thefonsotube
@thefonsotube 4 года назад
Lex is crushing it....amazing
@soumyaranjanbohidar7303
@soumyaranjanbohidar7303 3 года назад
Thanks Lex, privilege to listen Don Knuth.
@zuzusuperfly8363
@zuzusuperfly8363 4 года назад
I love how indifferent Lex seems. It gives me old news anchor vibes, which is what we need more of.
@REALESTATEVIPPODCAST
@REALESTATEVIPPODCAST 4 года назад
Damn lex, you never rest. I can't keep up! 🙂
@vaibhavbangwal
@vaibhavbangwal 4 года назад
Finally! Thank you, Lex!
@rosswaring2835
@rosswaring2835 4 года назад
Lex, this was such a treat! Don is a true inspiration and the way you clearly were both at ease with the smooth flow of insightful questions made this one of the best podcasts of the year. Great work, and great guests!
@TheProf42
@TheProf42 Год назад
Hi Lex, what a fantastic interview with one of the heros of computer science! I am professor of computer science and physics and get a lot of motivation and historically interesting information from these kind of interviews. Of course, I‘ m also a tournament chess player, so also the interviews with Carlsen, Nakamura and Kasparov are really just fantastic and I could hardly believe that you really got them as interview partners, besides all the other very interesting figures of science and technology. It seems that you yourself also have an interesting path of life with time at Google and then MIT instructor. I wonder why that apparently didn‘t work out. It seems you are only missing out on Einstein, Newton, Heisenberg, Bor and Schrödinger but got many of the most interesting living scientists and entrepreneurs as interview partners. Amazing. I love watching the interviews with people that have to say something (in contrast to e.g. run-of-the-mill politicians). Keep it on!
@thisprofileismt
@thisprofileismt Год назад
What an absolute legend. Thank you for your work, Don!
@j_s_soares
@j_s_soares 3 года назад
Amazing conversation. From James Gosling, Bjarne Stroustrupe and Brian Kerninghan, this was the most honest and most insightful. Brilliant youtube channel!
@gromov-
@gromov- 4 года назад
It is my hope if I ever get past 80 to be half as sharp as Don Knuth. What a luminary!
@broccoloodle
@broccoloodle Год назад
Thank Lex for connecting the brilliant mind in Computer Science to the whole internet. It’s s please to meet you Sir Knuth
@filinieves8983
@filinieves8983 3 года назад
I listen to lex to help fall asleep
@jacobattias8401
@jacobattias8401 4 года назад
Great insight into creativity...
@KeldonA
@KeldonA 8 месяцев назад
9:25 - Being able to jump between and recognize levels of abstraction is key.
@machinelearning171
@machinelearning171 3 года назад
Superb, love it, please make more, in addition, Donald Knuth is my man!
@riadfikani147
@riadfikani147 2 года назад
Amazing podcast!
@seer5994
@seer5994 2 года назад
A Legend! Thank you Mr. Knuth for all algorithms I learned !
@micoberss5579
@micoberss5579 4 года назад
Блин, сам Дональд Кнут. Круто!
@ducklund8578
@ducklund8578 3 года назад
Ееее, русские люди)))))
@JameyKirby
@JameyKirby 3 года назад
OMG! I don't know how I missed this one.
@felixthefoxMEXICO
@felixthefoxMEXICO 2 года назад
this is the lex i love
@psibarpsi
@psibarpsi Год назад
Great interview! Hope that this podcast series never ends. I do think though, that Lex should've given more time to Dr. Knuth for the last question. He clearly had more to talk about.
@magnusahlden7087
@magnusahlden7087 4 года назад
Donald Knuth is the inspiration for me to get into the field of programming / software development.
@tomlang4178
@tomlang4178 4 года назад
Thank you Lex. Keep up!
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