← Lex Fridman

Manolis Kellis: Origin of Life, Humans, Ideas, Suffering, and Happiness

第123期2020-09-12English

嘉宾:Manolis Kellis

收听本集00:00 / 2:11:20
阅读设置
按你的习惯阅读
正文字号
下载播客精读
把这一篇,带走慢慢读

精读待补充

下载功能还未开放

§01Transcript · 00:00–13:17

00:00The following is a conversation with Manolis Kellis, his second time on the podcast.

00:05He's a professor at MIT and head of the MIT Computational Biology Group.

00:09He's one of the most brilliant, productive, and kind people I've had the fortune of talking to.

00:14A lot of my colleagues at MIT and former MIT faculty and students

00:19wrote to me after our first conversation with some version of,

00:23"Manolis is awesome, isn't he? I'm glad you guys are now friends."

00:28I am too, and I'm happy that he makes time in his insanely busy schedule to sit down and have a chat with me.

00:35Quick summary of the sponsors.

00:37Public Goods, Magic Spoon, and ExpressVPN.

00:41Please check out these sponsors in the description to get a discount and to support this podcast.

00:46As a side note, let me say that I just got back from talking to Joe Rogan on his podcast,

00:52my fifth time on there.

00:54I also got a chance to record a separate conversation with Joe on this podcast.

00:58We talked on both quite a bit about his journey and his advice for mine.

01:03One of the things that I think made his show special is that he just had fun

01:08and made choices that didn't get in the way of him having fun and loving life.

01:12I'm learning to do just that.

01:15It's tough since I'm naturally full of self-doubt and anxiety,

01:19but I'm learning to let go and have fun,

01:21even if my monotone robotic voice sometimes sounds otherwise.

01:28For Joe, that involved talking to his friends, comedians,

01:31especially ones that brought out the best in him.

01:33Duncan Trussell and the five-hour first episode on Spotify comes to mind as an example of that.

01:40Duncan has been a guest probably close to, if not more than 50 times on Joe's podcast.

01:45My hope with amazing people like Manolis is to find my Duncan Trussell,

01:50my Joey Diaz, and yes, even my Eddie Bravo.

01:55Obviously, Joe and I are very different people, but ultimately both love life,

02:00where we can interact often with people we love and who inspire us, make us smile, make us think,

02:06and make us have fun when we get behind the mic of a podcast, whether anyone is listening or not.

02:12If you enjoy this thing, subscribe on YouTube, review it with 5 Stars on Apple Podcasts,

02:17follow on Spotify, support on Patreon, or connect with me on Twitter @LexFriedman.

02:22I also this time put a link in the description to a survey for this podcast

02:27on how I can improve and also an option if you like, I don't know why you would like to,

02:32but if you like, to join an inner circle of people that help guide the direction of this podcast

02:38via email or occasional video chats.

02:40If you have a few minutes, please fill it out.

02:43As usual, I'll do a few minutes of ads now and no ads in the middle.

02:47I try to make these interesting, but I give you timestamps

02:50so you can skip, but still, please do check out the sponsors by clicking the links in the description.

02:56It's the best way, honestly, to support this podcast.

02:59This show is sponsored by Public Goods, an online store for basic health and household stuff.

03:05Their products have a minimalist black and white design that I find to be just clean,

03:10elegant, and beautiful.

03:11It goes nicely, at least I think so, with the design of Crew Dragon and the

03:16recent SpaceX/NASA mission that sent two humans into space.

03:21To me, very few things are as inspiring as us humans reaching out into the unknown,

03:26the harsh challenges of space.

03:28Colonizing Mars may not have obvious near-term benefits, but I believe it will challenge our

03:34scientists and our engineers to create technologies whose impact will be immeasurable for us humans

03:40here on Earth, or those of us who choose to stay here on Earth.

03:43Personally, I'm kind of a long-time big fan of this planet.

03:50Anyway, visit publicgoods.com/lex and use code LEX at checkout to get $15 off your first order.

03:58This episode is also supported by Magic Spoon, low-carb, keto-friendly cereal.

04:05You might have heard on other videos that I eat keto mostly these days, so Magic Spoon is

04:11a delicious, healthy treat on a hard workout day that fits into that crazy diet.

04:17Also, they're a sponsor of episode 100 with my dad, and got my dad to buy this cereal,

04:23and he now loves it. Honestly, just loves it.

04:26It's kind of funny, actually. The deep heartfelt nature of that conversation,

04:31and the silliness of the cereal, captures my dad perfectly.

04:34Much of the hardship in his life he dealt with using wit and humor.

04:40His favorite flavor happens to be cocoa. Mine is, too.

04:44He hasn't bought the 8-sleep mattress yet, though my mom wants to,

04:49but he's all about this Magic Spoon cereal. I think it's his actually favorite sponsor of

04:53this podcast. Probably because they chose to sponsor the episode he's on.

04:58Anyway, click the magicspoon.com/lex link in the description and use code LEX at checkout

05:04for free shipping to let them know I sent you, and also indirectly to make my dad happy.

05:11This show is also sponsored by ExpressVPN. Get it at expressvpn.com/lexpod.

05:16They gave me a suggested opening line of "using the internet without ExpressVPN is like going to

05:23the bathroom and not closing the door." This is like GPT-3 suggesting to me how to be more

05:29human-like, and I'll honestly take all the help I can get.

05:33By way of life advice, let me tell you that you need a VPN to protect you from Russians like me.

05:40In fact, this podcast is a kind of hack of your biological network where I use my monotone,

05:46low-energy voice to convince you to buy a kind of expensive cereal as a way

05:51to influence the stability of the US economy. I use ExpressVPN on both Windows and Linux

05:58to protect myself if I ever do shady things on the internet, which of course I never do

06:04and never will. So secure your online activity by going to expressvpn.com/lexpod

06:11to get an extra three months free and to support this podcast.

06:14And now, here's my conversation with Manolis Kelis.

06:19What is beautiful about the human epigenome?

06:23Don't get me started. So first of all, as an engineering feat, the human epigenome

06:30manages the most compact, the most incredible compaction you could imagine.

06:36So every single one of your cells contains two meters worth of DNA,

06:41and this is compacted in a radius which is one thousandth of a millimeter.

06:47That's six orders of magnitude. To give you a sense of scale,

06:51it's as if a string as tall as the Burj al-Khalifa, which is about a kilometer tall,

06:59was compacted into a tiny little ball the size of a millimeter.

07:02And if you put it all together, if you stretch the trillions of cells that we have,

07:10we have about 30 trillion cells in your body. If you stretch the DNA, the two meters worth of DNA

07:15in every one of your trillion cells, you would basically reach all the way to Jupiter

07:21a hundred times.

07:26Yeah, it's all curled up in there. It's 30 trillion cells.

07:3030 trillion cells.

07:31In the human body.

07:32Every one of them, two meters worth of DNA. So all of that is compacted through the epigenome.

07:38The epigenome basically has the ability to compact this massive amount of DNA

07:44from here to Jupiter 10 times into one human body, into just the nuclei of one human body,

07:49and the vast majority of the human body is not even these nuclei.

07:52And that's sort of the structural part.

07:55So that's the boring part. That's the structural part.

07:57The functional part is way more interesting.

08:00So functionally, what the human epigenome allows you to do

08:03is basically control the activity patterns of thousands of genes.

08:11So 20,000 genes in your human body, every one of your cells only needs a few thousand of those,

08:16but a different few thousand of those.

08:18And the way that your cells remember what their identity is,

08:22is basically driven by the epigenome.

08:25So the epigenome is both structural, in sort of making this dramatic compaction,

08:30and it's also functional in being able to actually control

08:33the activity patterns of all your cells.

08:35- Now, can we draw a definition,

08:40distinction between the genome and the epigenome?

08:42- Again, being Greek, epi means on top of.

08:46So the genome is the DNA, and the epigenome is anything on top of the DNA.

08:53And there's three types of things on top of the DNA.

08:57The first is chemical modifications on the DNA itself.

09:00So we like to think of four bases of the DNA, A, C, G, T.

09:03C has a methyl form, which is sometimes referred to as the fifth base.

09:09So methyl C takes a different meaning.

09:12So in the same way that you have annotations in a orchestra score,

09:18that basically say whether you should play something softly or loudly,

09:21or space it out, or, you know, interpret basically the score,

09:26the human epigenome allows you to modify that primary score.

09:30So a modified C basically says, play this one softly.

09:34It's basically a sign of repression in a gene regulatory region.

09:39- I love how you're talking about the function that emerges

09:44from the epigenome as a musical score.

09:47- It is in many ways.

09:49And every single cell plays a different part of that score.

09:53It's like having all of human knowledge in 23 volumes,

09:56like 23 giant books, which are your chromosomes.

09:59And every single cell has a different profession, a different role.

10:03Some cells play the piano, and they're looking at chapter seven

10:07from chromosome 23, and chapter four from chromosome two,

10:10and so on and so forth.

10:11And each of those pieces are all encoding in the same DNA.

10:17But what the epigenome allows you to do

10:18is effectively conduct the orchestra

10:23and sort of coordinate the pieces

10:25so that every instrument plays only the things

10:27that it needs to play.

10:28- One thing that kind of blows my mind,

10:30maybe you can tell me your thoughts about it,

10:33is the way evolution works with natural selection,

10:37is based on the final sort of,

10:40the entirety of the orchestra musical performance, right?

10:46And then, but there's these incredibly rich structural things,

10:52like each one of them doing their own little job

10:54that somehow work to get, like,

10:56the evolution selects based on the final result,

10:59and yet all the individual pieces are doing

11:02like infinitely minuscule specific things.

11:05How the heck does that work?

11:06- It's a very good insight.

11:08And you can even go beyond that

11:10and basically say evolution doesn't select

11:12at the level of an organism,

11:14it actually selects at the level of whole environments,

11:16whole ecosystems.

11:17So let me break this down.

11:20So you basically have at the very bottom

11:23every single nucleotide being selected.

11:26But then that nucleotide's function is selected

11:29at the level of, you know, each gene,

11:33and every, not even each gene,

11:35each gene regulatory control element.

11:38And then those control elements are basically converging

11:41onto the function of the gene.

11:42And many genes are converging onto the function of one cell,

11:45and many cells are converging

11:47onto the function of one tissue or organ.

11:49And all of these organs are converging

11:52onto the level of an organism.

11:55But now that organism is not in isolation.

11:57So if you basically think about why is altruism,

12:01for example, a thing?

12:02Why are people being nice to each other?

12:04It was probably selected.

12:06And it was probably selected because those species

12:10that were just nasty to each other

12:12didn't survive as a species.

12:14And now if you think about symbiosis of, you know,

12:22there's plants, for example, that love CO2,

12:25and there's humans that love O2.

12:27And we're sort of, you know,

12:28trading different types of gases to each other.

12:33If you look at ecosystems

12:38where one organism was just really nasty,

12:40that organism actually died

12:43because everyone they were being nasty to was killed off.

12:46And then that kind of, you know, universe of life is gone.

12:53So basically what emerges is selection

12:56at so many different layers of benefit,

13:00including, you know, all of these nucleotides

13:04within a body interacting for the emergent functions

13:08at the body level.

13:09- Yeah, I wonder if it's possible

13:11to break it down into levels.

13:13That's selection even beyond humans.

13:16Like you said environment,

13:17but there's environments

§02Transcript · 13:18–22:12

13:18that are all different levels too, right?

13:20At the minuscule, at the organ level,

13:22at the tissue level, like you said,

13:24maybe at the microscopic level.

13:26It'd be fascinating if like,

13:27there's a kind of selection going on

13:30at like both the quantum level

13:32and like the galaxy level.

13:35- Yeah, yeah, yeah.

13:36So, so, yeah, let's again,

13:38sort of break down these different layers.

13:40So basically if you think about the environment

13:42in which a gene operates,

13:44that gene, of course,

13:45the first definition of environment that we think of

13:47is pollution or sunlight or heat or cold

13:52and so on and so forth.

13:53That's the external environment.

13:54But every gene also operates

13:56at the level of the internal cellular environment

13:58that it's in.

13:58If I take a gene from say an African individual

14:02and I put it in a European context,

14:04will it perform the same way?

14:07Probably not because there's a cellular context

14:10of thousands of other genes

14:12that that gene has co-evolved with,

14:14you know, in the out of Africa event

14:17and you know, all of this sort of human history

14:21of evolution.

14:22So basically if you look at Neanderthal genes,

14:25for example,

14:26which again happened long after that out of Africa event,

14:29there's incompatibilities between Neanderthal genes

14:33and modern human genes that can lead to diseases.

14:37So in the context of the Neanderthal genome,

14:39that gene version, that allele was fine.

14:42But in the context of the modern human genome,

14:44that Neanderthal gene version is actually detrimental.

14:47So it's, you know, that cellular environment

14:51constitutes the genetics of that gene,

14:53but also of course, all of the epigenomics of that gene.

14:56- Yeah, it's fascinating that the gene has a history.

15:00I mean, we talked about this a little bit last time,

15:02and then some of your research goes into that,

15:06but the genes as they are today have a story

15:10from the beginning of time.

15:13And then sometimes their story was like,

15:17their path was useful for survival

15:20for the particular organisms and sometimes not.

15:22That's fascinating.

15:24Let me ask a tangent.

15:26We kind of started talking offline about Neanderthals.

15:29Do you have something interesting genetically, biologically,

15:33in terms of difference between Neanderthal

15:36and like the different branches of human evolution

15:39that you find fascinating?

15:42- Neanderthals are only one of about five branches

15:46that we are pretty confident about.

15:47- Branches of?

15:49- Of out of Africa events.

15:51So basically there's Neanderthals, there's Denisovans.

15:55What is the evidence for Denisovans?

15:57One tiny little fragment of one pinky

16:01from one cave in Siberia.

16:05- Relatively recently discovered, right?

16:07- Less than 10 years ago.

16:08- Yeah, and those are like little folks, right?

16:11- No, no, no, no, no, that's yet another one though.

16:13Homo florensis, it had the little folks in sort of Indonesia.

16:17But then Denisovans are basically another branch

16:21that we only know about genetically from that one bone.

16:24And eventually we realized that it's one of the three

16:26major branches along with Neanderthal,

16:28modern human and Denisovan.

16:30And then that one branch has now resurfaced

16:33in many different areas.

16:34And we kind of know about the gene flow

16:36that happened in between them.

16:38So when I was reading my Greek mythology,

16:40it was talking about the age of the heroes.

16:43These eras of human-like precursors

16:47that were wiped out by Zeus or by all kinds of wars

16:50and so on and so forth, like the Titans.

16:52It's ridiculous to sort of read these stories as a kid

16:57because you're like, oh yeah, whatever.

16:59And then you're growing up and you're like,

17:01whoa, layers and layers of human-like ancestors.

17:04And who knows if those stories were inspired by bones

17:07that they found that kind of looked human-like,

17:10but were not quite human-like.

17:12Who knows if stories of dragons were inspired

17:14by bones of dinosaurs.

17:16Basically this archeological evidence has been there

17:18and has probably entered the folk imagination,

17:22migrated into those stories.

17:25But it's not that far removed from what actually happened

17:28of massive wars of wiping out Neanderthals

17:32as modern humans are populating Europe.

17:36- Do you think what killed the Neanderthals

17:39and all those other branches is human conflict

17:42or is it genetic conflict?

17:44So is it us humans being the opposite of altruistic

17:49towards each other,

17:50or is it competition at some other level,

17:56like as we're discussing?

17:57- Yeah, so if you look at a lot of human traits today,

18:01they're probably not that far removed

18:02from the human traits that got us where we are now.

18:04So this whole tribalism,

18:08you're my sports team,

18:11or you're my political party,

18:13or you're my tiny little village.

18:16And therefore, if you're from that other village,

18:19I hate you.

18:20But as soon as we're both in the major city,

18:23I can't believe we're from the same region,

18:25my friend, come here, my family.

18:27And like two neighboring countries fighting.

18:29And as soon as they're off in another country,

18:30we're like, oh, I can't believe that.

18:32So it's kind of funny.

18:34Like this tribalism is nonsensical in many ways.

18:37It's like cognitive incongruent,

18:39that basically we like kin.

18:41And selection for sort of liking kin

18:46is hugely advantageous genetically.

18:48- Probably across all kinds of organs,

18:51across all kinds of life.

18:52- Of course, yeah.

18:52So basically, if you now transport that

18:55to the sort of humans arriving in Europe

19:00and Neanderthals are everywhere,

19:01what are you gonna do?

19:03You're gonna kill them off.

19:05There's this battle for territory

19:07and this battle for they're not like us,

19:09we have to get rid of them.

19:11So basically there's a very interesting mix there.

19:14But and yet, when you look at the genetics,

19:17there's tons of gene flow between them.

19:19So basically, love, romance between near species.

19:24- We have tribes, but love spans

19:27the gap between the different tribes.

19:30- It's Romeo and Juliet across species boundaries.

19:32- Sneaks away from the village to hang out.

19:35- Even before the out of Africa,

19:37there's within Africa selection,

19:41which was probably massive battles

19:43of larger and larger tribes

19:45selecting for our social networking and savviness

19:51and probably all our conspiracy theory genes

19:54are dating back from then.

19:56And so there's a lot of this mischievousness

20:01in the history of human evolution

20:04that unfortunately still present in many ugly forms today,

20:08but probably contributed to our success as a species

20:12in wiping out other species.

20:14- It just sucks that we don't have neighboring species

20:18that are intelligent like us,

20:21but yet very different than us.

20:26So we have like, dogs or wolves, I guess, co-evolved.

20:30They figured out how to neighbor up with humans

20:35in a friendly way and collaborate and develop in time.

20:40- You're describing this as if the wolves made a choice.

20:42It's possible that the wolves never had a say,

20:46that basically humans were just so overpowering

20:49that they had captive wolves

20:51and then at every generation killed off eight of the nine pups

20:54and only kept the one that was milder.

20:56- Ah, humans.

20:57- And it only takes a few generations

20:58to then sort of have pups that are really mild.

21:01- And so the Neanderthals weren't useful

21:04in the same way that wolves were.

21:07- I don't know if it's a question of useful.

21:09They were probably super useful.

21:10My thinking is that they were scary,

21:15that basically something that almost resembles you

21:17is something that you try to eliminate first.

21:20- It's too close.

21:21- Yeah, and speaking of species that are intelligent

21:26and sort of what's left of evolution,

21:28it is a shame, exactly like you say,

21:32that so many different amazing life forms were extinct

21:35and the kind of boring ones remained.

21:38(laughs)

21:40So if you look at dinosaurs, I mean,

21:42the diversity that they had, if you look at sub,

21:45like there's just so many different lineages of life

21:51that were just abruptly killed

21:54and yet out of that death emerged

21:57many new kinds of really awesome lineages.

22:00- Do you think there was in the history of life on Earth,

22:03species that may be still alive today

22:06that are more intelligent than humans?

22:08And we just don't know, like dolphins?

22:09- So there's a reason we made for dolphins.

22:11Like if you look at their brains,

22:12if you look at the way that they play,

§03Transcript · 22:14–31:14

22:14if you look at the way that they learn,

22:15I mean, they don't have opposable thumbs and we do.

22:19So that probably made a big difference.

22:21- It's terrifying to think that like, not terrifying,

22:24I don't know how to feel about it,

22:25that they're more intelligent than us.

22:27It's like the hitchhiker's guide.

22:29- I know, but how do you define intelligence?

22:32Basically, like I was saying last time,

22:34stupid is as stupid does and smart is as smart does.

22:37So if the dolphins are basically super smart,

22:41figured out the meaning of life

22:43and just go around playing with water all day,

22:45which is probably the meaning of life,

22:46then we wouldn't know

22:50because all they're doing is kicking water,

22:51just like sharks are,

22:52and sharks are probably pretty stupid.

22:54So basically it's very difficult

22:57to sort of judge a species intelligence

22:59unless they kind of go out of their way to demonstrate it.

23:01- Yeah, and that's instructive for our understanding

23:06of any kind of life form.

23:07You know, I recently talked to Sarah Seager

23:10looking for life out there on other planets.

23:13It'd be fascinating to think

23:16if we discover a habitable planet outside of Earth

23:21in one day, maybe many centuries away,

23:23or be able to travel with like a robot there,

23:26how would we actually know that this species

23:30would probably be able to detect that it's a living being,

23:33but how would we know if it's an intelligent being?

23:37I mean, it's both exciting and terrifying

23:41to sort of come face to face with a life form

23:46that's of another world,

23:48like something that clearly is moving in a,

23:51how would you say, like a deliberate way,

23:54and to then like ask,

23:57"Well, how do I ask that thing whether it's intelligent?"

24:01- No, but the question that you're asking

24:03is applicable to every species on the Earth now.

24:07- On Earth now, yeah.

24:08- Yeah, so basically, you know, dolphins are a great example.

24:11We know that they're clearly capable hardware-wise

24:15and behavior-wise of intelligence.

24:17You know, how do we communicate?

24:20So basically, if your question is about

24:21crossing species boundaries of communication,

24:23the way that I wanna put it is that

24:28humans have achieved a level of sophistication

24:32in our behaviors, in our communication, in our language,

24:35in our ways of expressing ourselves,

24:38that I have no doubt that if we encountered

24:43a human-like form of intelligence,

24:45we'd figure out their language in a few weeks.

24:47Like, it'd be just fine, as long as, you know,

24:50of course, they're both trusting each other

24:52and not annihilating each other

24:53and not sort of fearing each other and attacking each other.

24:56- What about, let me ask, just out of curiosity

25:00into science fiction land a little bit,

25:02if, so clearly, you're one of the top scientists

25:05in the world, so if we were to discover an alien life form,

25:10you would be brought in to study his genetics,

25:15do you think the epigenome that we talked about,

25:18the genome, the code, the digital code that underlies

25:22that alien life form would be similar to ours?

25:24Like, in fundamental ways, maybe not exactly,

25:29but in fundamental ways of how it's structured?

25:32- Yeah, so you're getting to the very definition of life.

25:35You're getting to the very definition of

25:37what makes life life and how do we decode that life?

25:41And it's so easy to think that every life form

25:45would basically have to, you know, like oxygen,

25:48have to like heat from the sun and rely on sort of being

25:53in the habitable zone of, you know, its solar system

25:56and so on and so forth.

25:58But I think we have to sort of go beyond this sort of,

26:02oh, life on another planet must be exactly

26:05like life is on Earth, because of course, life on Earth

26:08happens to rely on the proximity to the sun

26:11and benefit from that amount of energy.

26:13But we're talking at timescales of human life

26:18where we kind of live, I don't know, between,

26:21and I'm gonna be super wide here,

26:23we're gonna live between six Earth months

26:26and, you know, 200 Earth months or 200 Earth years.

26:31So basically, if you look at the timescale

26:34that we inhabit on Earth, it is very much dictated

26:37by the amount of energy that we receive from the sun.

26:40If you look at, I don't know, Europa, you know,

26:43the smallest, the fourth smallest moon of Jupiter,

26:47the smallest of the Galilean moons,

26:48and also the smallest in its distance from Jupiter,

26:52it has an iron core, it has a rock exterior,

26:58it has ice all around it,

27:02and it has probably massive liquid oceans underneath.

27:07And the gravitational pull of Jupiter

27:10is probably creating all kinds of movement under that ice.

27:14How did life evolve on Earth?

27:17Yes, sure, life now, most of life that we,

27:22above the surface, look at has to do with

27:25exploiting the solar energy for, you know,

27:30our daily behavior.

27:32But that's not the case everywhere on the planet.

27:33If you look at the bottom of the ocean,

27:37there are hydrothermal vents.

27:38There's both black smokers and white smokers,

27:41and they are near these volcanic, you know,

27:45ducts that basically emanate a massive amount of energy

27:50from the core of our planet.

27:52What does life need?

27:53It needs energy.

27:54Does it need energy from the sun?

27:57It couldn't care less.

27:58Does it need energy from, you know, the Earth itself?

28:01Yeah, possibly, it could use that.

28:04And if you look at how did life evolve on,

28:07you know, on Earth, there are many theories.

28:10I mean, a kind of silly theory is that it came from outer space,

28:14that basically there's a meteorite out there

28:15that sort of landed on Earth and brought with it DNA material.

28:19I think it's a little silly

28:20because it kind of pushes the buck down the road.

28:22Basically, the next question is how did it evolve over there?

28:24- Yeah, exactly.

28:25- Whereas our planet has basically all of the right ingredients.

28:28Why wouldn't it evolve here?

28:29So basically, let's kind of ignore that one.

28:31And now the two other competing hypotheses

28:32are from the outside in or from the inside out.

28:35- What's that mean?

28:36- From the outside in means from the surface

28:38to the bottom of the ocean.

28:39- Ah.

28:40- From the inside out means

28:42from the bottom of the ocean to the surface.

28:43So life on the surface is pretty brutal.

28:49Life obviously evolved in the water

28:54and then there was an out of water event.

28:56But basically, before it exited,

29:01it was clearly in the water,

29:02which is a much nicer and shielded environment.

29:04- So just to be clear, on the surface,

29:07are you referring to the--

29:09- The surface of the sea or the bottom of the sea.

29:12- Versus the bottom of the sea.

29:15And you're saying life on the surface is harsh.

29:19- Life outside the water is horrible.

29:23It takes huge amounts of evolutionary innovations

29:27to sustain living outside the water.

29:29- That's so interesting.

29:32Why is that?

29:33So it's easier to, life is easier in the water.

29:36Maybe, see, I'm telling dolphins--

29:38- We are 70% water.

29:39No, dolphins went back into the water.

29:41- Really?

29:42- Of course.

29:42- 'Cause dolphins are mammals.

29:43- Of course, yeah.

29:44- Interesting.

29:45Well, again, they might be smarter.

29:47They went back.

29:47They're like, "Screw this."

29:49- So if you basically think about the fact

29:53that we are 70% water,

29:55we're basically transporting the sea with us

29:59outside the sea.

30:00(Lex laughs)

30:01You know, if we don't have water for about 24 hours,

30:05we're dry.

30:06- Yeah.

30:06- And if you look at life under the sea,

30:09I mean, I don't know if you're a diver,

30:10but when you go diving, your brain explodes.

30:13Again, when I say the boring life forms

30:17is what we see all the time, like tetrapods.

30:19I mean, what a stupid, boring body plan.

30:22Seriously.

30:23Like, just go diving and you'll see

30:26that a tiny little minority of the stuff under the sea,

30:29under the surface of the sea, is actually tetrapods.

30:31It's like snails with all kinds of crazy appendages

30:36and colors and round things and five-way symmetric things

30:40and eight-way symmetric things,

30:42all kinds of crazy body plans.

30:44And only the tetrapod fish managed to get out.

30:48And then they gave rise to all the boring plans

30:50we kind of see today of basically humans with four limbs,

30:56birds with four limbs, lizards with four limbs,

30:58and you know, right?

31:00It's kind of boring.

31:01If you look at, by comparison,

31:03life underwater is teeming with diversity.

31:06So now let's roll back the clock

31:08and basically say where did life in the ocean come from?

31:12- The three--

31:12- From the surface or from the bottom?

31:14- Exactly, those two options you were mentioning.

§04Transcript · 31:16–39:57

31:16- Exactly.

31:16So basically, life on the surface is one option.

31:20And then the idea there is that there's tides

31:23with the moon and the sun sort of causing

31:25all this movement and this movement is basically

31:28causing nutrients to sort of coalesce

31:31and bounce around, et cetera.

31:32That's one option.

31:33The second option, massive amount of energy

31:36under, from the core of our planet,

31:40basically exploited,

31:43leading to these basic ingredients of life forms.

31:47And what are these basic ingredients?

31:49Metabolism, being able to take energy

31:52from the environment and put it as part of yourself.

31:56Metabolism, it basically means transformation,

31:58again, in the Greek.

31:59(laughs)

32:01- It basically means taking stuff from,

32:05you know, like nutrients or energy source

32:08or anything and then making it your own.

32:09The second one is compartmentalization.

32:11If there's no notion of self, there can't be evolution.

32:16You have to know where your own boundaries end

32:18and where the non-self boundaries begin.

32:20And that's basically the lipid bilayer nowadays,

32:24which is extremely simple to form.

32:27It's basically just a bunch of lipids

32:28and then they eventually just self-organize

32:30into a membrane.

32:31So that's a very natural way of forming a self.

32:34And then the third component is replication.

32:39Replication doesn't need to be self-replication.

32:42It could be A helps make more of B,

32:45B helps make more of C,

32:47and C helps make more of A.

32:49Any kind of self-reinforcement

32:52is what you need to ignite the process of evolution.

32:55After you've ignited that process,

32:57you know, I don't wanna say all hell breaks loose,

33:00but all paradise breaks loose.

33:01(laughs)

33:02So basically you then, boom, you know, have life going.

33:06And the moment you have A, B, C,

33:08some kind of thing looping back onto A,

33:10you can make modifications and you can improve

33:14and then you let natural selection work.

33:16- Is there some element of that that's like,

33:21like some state representation that stores information?

33:24Like maybe I should say information.

33:26- Yeah, absolutely.

33:27- Is that a fundamental part of life?

33:28- So we like to think of life

33:31as the information propagation, which is DNA,

33:34the messenger, which is RNA,

33:37and then the action, which is protein.

33:39So basically DNA, we think is an essential part of life.

33:45That's where the storage is.

33:48And therefore that early life forms

33:49must have had some kind of storage medium, DNA.

33:52If you look at how life actually evolved,

33:55DNA was invented much later.

33:58Proteins were invented later.

34:01And RNA was found by itself, thank you very much,

34:06in an RNA world.

34:08So the early version of life as we know it today

34:12was in fact RNA molecules performing all of the functions.

34:17The RNA molecule itself was the protein actuator

34:22by creating three-dimensional folds

34:25through self hybridization.

34:26- Self what?

34:28- Self hybridization.

34:29So basically the same way that DNA molecules

34:31can hybridize with themselves

34:32and basically form this double helix.

34:34The single-stranded RNA molecule

34:37can form partial double helices in various places,

34:41creating structure as if you had a long string

34:45with complementary parts

34:46and you could then sort of design

34:48kind of like origami-like structures

34:50that will fold onto themselves.

34:51And then you can make any shape from that.

34:53That early RNA world eventually got to replication

35:00where enzymes encoded in RNA would replicate RNA itself.

35:07And then that process basically kicked off evolution.

35:12And that process of evolution then

35:15led to major innovations.

35:16The first innovation was translation.

35:20So you start with an RNA molecule

35:23and you translate it into another kind of form.

35:25And that's the first kind of encoding.

35:27You're like, well, do you need some kind of code?

35:29Yeah, but the code was in fact one thing.

35:33It was conflated with the actuators.

35:35The actuators were separated from the code only later on.

35:39So you first had the self-replicating code

35:42which was also the actuator.

35:44And then you kind of have a functionalization,

35:46partitioning of the functionalization,

35:49a sub-functionalization of the proteins

35:52that are now gonna be the workhorse of life

35:54but they're not self-replicating.

35:56The code remains the RNA.

35:58So the most beautiful and most complex RNA machine

36:02known to man is the ribosome.

36:04And the ribosome is this massive factory

36:08that is able to translate RNA into protein.

36:13The ribosome, I mean, if you want, I don't know,

36:15divine intervention in the history of life,

36:17the ribosome is it.

36:18(laughs)

36:18- That's one of the great invention

36:20in the history of life.

36:21- It's, yeah.

36:22But again, you can't think of great inventions

36:24as one-time steps.

36:25They're basically the culmination

36:29of probably many competing software infrastructures

36:32for life preservation that won out.

36:36And then when the ribosome was so efficient

36:38at making proteins,

36:39all the other ones basically died out.

36:42And then the life forms that were using

36:44the modern ribosome

36:45were basically the more successful ones

36:48because it could make proteins.

36:49And now those proteins are much more versatile

36:54because RNA only has four bases.

36:56Proteins eventually have 20 amino acids,

36:59not initially, but eventually.

37:01And then they can form in much more complex shapes

37:05and they can create all kinds of additional machines,

37:06one of which is reverse transcriptase.

37:11So you basically now have RNA.

37:13Again, we like to think of transcription as the normal,

37:16reverse transcription as the oddball.

37:18Well, RNA preceded DNA.

37:21So reverse transcription actually was the first invention

37:24before transcription itself.

37:25So basically RNA invents proteins,

37:29RNA and proteins together invent DNA.

37:32So you now have a more stable medium,

37:35a more stable backbone

37:37with two helices instead of one.

37:41Two strands instead of one, the double helix.

37:43And RNA basically says, "Listen, I'm tired.

37:47"I'm gonna delegate all information storage to DNA

37:50"and I'm gonna delegate most actuation to proteins."

37:55- Proteins.

37:55But that's, to you, is not like a,

37:58that's just an efficiency thing.

38:01It's not a fundamentally new invention.

38:04- Correct.

38:04That's why when you're asking,

38:05"Is a separate information storage medium

38:08"a definition of life?"

38:09I'm like, "No, any kind of self-preservation,

38:13"self-reinforcement."

38:15And it didn't need to be RNA-based initially.

38:18It didn't need to be self-replication initially.

38:21You just need to have enough RNA molecules

38:23randomly arising that reinforce each other

38:26that ultimately lead to the closing of that loop

38:32and the ignition of the evolutionary process.

38:34- Can we just rewind a little bit?

38:36Like if you were to bet all your money

38:38on the two options in terms of where life started--

38:41- Probably the bottom.

38:42- At the bottom, I don't know if this is answerable,

38:45but how hard is the first step?

38:49Or if there's something interesting you can say

38:52about that first leap--

38:53- Yeah, yeah, yeah.

38:54- About from not life to life.

38:56- Yeah, I think it's inevitable.

38:59- On Earth or just--

39:01- In the universe.

39:02(Lex laughing)

39:03I think it's inevitable.

39:04If you look at Europa, you know, going back--

39:08- The moon of Jupiter?

39:10- It's also a really nice song by Santana.

39:12(Lex laughing)

39:13- Europa basically has all the ingredients.

39:16It has, you know, the core that can emit energy.

39:20It has the shielding through the ice sheet,

39:24protecting it just like an atmosphere would.

39:27It even has a layer of oxygen,

39:29probably sufficiently dense to sustain life.

39:32So my guess is that there's probably

39:37a independently arisen life form already teeming in Europa

39:43because as soon as it--

39:44- Today?

39:45- Today.

39:45- Is that exciting or terrifying to you?

39:48(Lex laughing)

39:50- It's, I mean, as a scientist,

39:53I can't wait to see non-DNA-based life forms.

39:57I can't wait because we are so born,

§05Transcript · 40:01–48:26

40:01you know, sort of borné,

40:06as I would say in French,

40:07but basically we're sort of, you know,

40:10we are so narrow-minded in our thinking

40:13of what life should look like

40:15that I can't wait for all that to just be blown away

40:18by the discovery of life elsewhere.

40:21- Let me bring you into another science fiction scenario.

40:24So on that point, if we discover life on Europa

40:29and you were brought in,

40:31you seem very excited,

40:34but how would you start looking at that life

40:39in a way that's useful to you as a scientist,

40:44but also not going to kill all of us?

40:46(Lex laughing)

40:47So like, to me, it's a little bit scary

40:49because not because it's a malevolent life,

40:54like it's a dictator petting like a cat, it's evil,

40:58but just the way life is,

41:00it seems to be very good at conquering other life.

41:04- So there's a lot of science fiction movies

41:06based on that principle.

41:07- Yeah.

41:07- And that's sort of what causes the public to be so scared.

41:11But if you think about sort of,

41:12would Europa life be scared of humans

41:16coming over and taking over?

41:17Chances are no, not even like Earth bacteria,

41:20because Earth bacteria would be wiped out

41:22in an instant in this foreign world

41:24because they don't know how to metabolize energy

41:28that doesn't come from the types of energy sources

41:30that are here.

41:32The levels of acidity may just kill us all off.

41:35And at the same way, in the converse way,

41:38if you bring life from Europa on Earth,

41:40it'll die instantly because it's too hot.

41:42Or because it doesn't need to know how to cope with,

41:46I don't know, the sun's radiation

41:47so close to this completely inhabitable zone

41:50by their standards.

41:51(Lex laughing)

41:53- So--

41:53- So what we call the habitable zone

41:55might actually be the inhabitable zone.

41:56- Inhabitable for them.

41:57So the difference,

41:59if the environments are sufficiently different,

42:01you think we'll just not be able to even attack each other

42:05and the basic--

42:05- It'll take massive amounts of engineering

42:08to create machines that will go there

42:12and sample the oceans,

42:15basically drill through the layers of ice

42:19to basically sample and see what life is like there.

42:23And detecting it will probably be trivial.

42:27It definitely won't be DNA-based.

42:28It's not like we're gonna send a sequencer.

42:30But it'll be some other kind of combination of chemicals

42:34that will look non-random.

42:36- So if you had to bet,

42:37if I took that life form we find in Europa

42:41and put it on a sandwich that you're eating

42:43and eat that sandwich--

42:45- It'll taste just fine.

42:46- And you'll be, well, I know about that.

42:49(Lex laughing)

42:50I don't know, actually, will it taste fine?

42:52That's interesting.

42:52- So the other question is,

42:53do we have taste receptors for this?

42:56- Do you understand?

42:56- So where does our taste come from?

42:58- Oh, well, the chemistry.

42:58- Basically adaptations to chemical molecules

43:01that we are used to seeing.

43:03- So you think even the chemistry--

43:03- We don't have taste buds for things

43:04we don't even know about.

43:05- Wow.

43:06- So we won't, yeah, we won't be able to know

43:07that this chemical tastes funny.

43:09- But you think it won't be,

43:10it's likely not to be dangerous.

43:13Like it won't know how to even interact.

43:16Do you think our immune system will even detect

43:19that something weird is going on?

43:20- Probably.

43:21(Lex laughing)

43:22And it'll be very easy to detect

43:23because it'll be very different from us.

43:24- Very weird.

43:25- But it won't be able to sort of attack.

43:27I mean, the scene from, I don't know, Independence Day,

43:30where like they're communicating with the alien computer

43:32and they're like, "Ooh, I'm in."

43:32(Lex laughing)

43:34I mean, it's hilarious

43:34'cause like Macs and PCs have trouble communicating.

43:37(both laughing)

43:39I mean, let alone an alien technology or even alien DNA.

43:43- So, okay, now I was talking about you

43:45being a scientist on Earth,

43:46but say you were a scientist

43:49that was shipped over to Europa

43:50to investigate if there's life,

43:52what would you look for in terms of signs of life?

43:55- Life is unmistakable, I would say.

44:00The way that life transforms a planet surrounding it

44:04is not the kind of thing that you would expect

44:07from the physical laws alone.

44:08So, I would say that as soon as life arises,

44:15it creates this compartmentalization,

44:18it starts pushing things away,

44:20it starts sort of keeping things inside that are self,

44:23and there's a whole signature that you can see from that.

44:27So, when I was organizing my Meaning of Life Symposium,

44:31my friend who's an astrophysicist,

44:33basically we were deciding on what would be the themes

44:37for the symposium.

44:39And then I said, "Well, we're gonna have biology,

44:41we're gonna have physics."

44:42And she's like, "Oh, come on,

44:44biology is just a small part of physics."

44:46(both laughing)

44:48- Everything's a small part of physics, right?

44:50- And I mean, in many ways it is,

44:53but my immediate answer was, "No, no, no, no, wait.

44:55Life challenges physics, it supersedes physics,

45:00it sort of fights against physics."

45:02And that's what I would look for in Europa,

45:05I would basically look for this fight against physics

45:08for anything that sort of signatures of,

45:11not just entropy at work, not just things diffusing away,

45:13not just gravitational pools, but clear signatures of...

45:18You remember when I was talking earlier

45:20about this whole selection for environments,

45:22selection for biospheres, for ecosystems,

45:25for these multi-organism form of life?

45:29And I think that's sort of the first thing

45:31that you can look for, chemical signatures

45:34that are not simply predicted

45:36from the reactions you would get randomly.

45:38- It's such a beautiful way to look at life.

45:40So you're basically leveraging some energy source

45:43to enable you to resist the physics of the universe.

45:47- Fighting against physics.

45:49(Lex laughing)

45:49But that's the first transformation.

45:51If you look at humans, we're way past that.

45:53- What do you mean by transformation?

45:55- So basically there's layers.

45:57I sort of see life, you know,

46:00when we talk about the meaning of life,

46:04life can be construed at many levels.

46:06We talked about life in the simplest form

46:09of sort of the ignition of evolution.

46:11And that's sort of the basic definition

46:13that you can check off, yes, it's alive.

46:15But when Alexander the Great was asked,

46:19"To whom do you owe your life?

46:23To your teachers or to your parents?"

46:27And Alexander the Great answered,

46:30"I owe to my parents the zine, the life itself.

46:35And I owe to my teachers the F-zine."

46:38Like euphony, F means good, the opposite of cacophony,

46:42which means, you know, bad.

46:44So F-zine in his words

46:49was basically living a human life, a proper life.

46:53So basically we can go from the zine to the F-zine.

46:56And that transformation has taken several additional leaps.

47:02So basically, you know, life on Europa,

47:05I'm pretty sure has gotten to the stage of

47:07A makes B makes C makes A again.

47:10But getting to the F-zine is a whole other level.

47:16And that level requires cooperation.

47:20That level requires altruism.

47:23That level requires specialization.

47:26Remember how we were talking about the RNA specializing

47:29into DNA for storage, proteins, and then compartmentalizations?

47:34And if you look at prokaryotic life, there's no nucleus.

47:38It's all one soup of things intermingling.

47:41If you look at eukaryotic life, again,

47:44"euk" for true, good, you know?

47:47So a eukaryote basically has a nucleus,

47:51and that's where you compartmentalize further

47:52the organization of the information storage

47:57from all of the daily activities.

47:59If you look at a human body plan or any animal,

48:02you have a compartmentalization of the germline.

48:04You basically have one lineage that will basically be saved

48:08for the future generations.

48:09And everything outside that lineage is almost superfluous.

48:14If you think about it, the rest of your body,

48:16all it does is ensure that that lineage

48:19will make it to the next generation,

48:21that these germlines will make it to the next generation.

48:23The rest is packaging.

48:24I'm sorry to be so blunt.

48:26And if you look at nutrition, we're deuterostomes.

§06Transcript · 48:30–56:23

48:30What does deuterostome mean?

48:32Deutero means second, where this is the second mouth.

48:36The first mouth is actually down here, it's the esophagus.

48:38So deuterostomes have evolved a second layer of eating,

48:42kind of like alien with the two mouths.

48:44(laughing)

48:46So you can think of us as alien,

48:47where the first mouth is up here,

48:49and then the second mouth is down there.

48:50- Is the first mouth just the physical manipulation

48:55of the food to make it more consumable?

48:56- Correct, correct.

48:57And basically, again, if you look at a worm,

49:01it's an extremely simple life form.

49:02It basically has a mouth, it has an anus,

49:05and it has just some organs in between

49:07that consume the food and just spit out poo.

49:10Humans are basically a fancy form of that.

49:13So you basically have the mouth,

49:15you have the digestive tract,

49:17and then you have limbs to get better at getting food.

49:19You have eyesight, hearing, et cetera,

49:22to get better at getting food.

49:24- Yeah.

49:24- And then you have, of course, the germline.

49:26And all of this food part,

49:28it's just auxiliary to the germline.

49:30So you basically have layers of addition,

49:32of compartmentalization, of specialization,

49:35on top of this zine to get all the way to the earth zine.

49:39- Yeah, so the worm is like Windows 95,

49:42very few features, very basic.

49:44And then us humans are like Windows Vista,

49:47Windows 10, whatever it is.

49:48- Well, a few innovations beyond that.

49:51- Beyond that, all right.

49:52- Where, I don't know, Linux.

49:53- We're Windows 2000, at least put it that way.

49:55(laughing)

49:56- So, okay, that's such a fascinating way

49:58to look at life as a set of transformations.

50:01- Exactly.

50:01- So is there some interesting transformations

50:04to our history here on earth that appeal to you?

50:08- Of course.

50:08- And what are the most brilliant innovations

50:11and transformations, you could say?

50:12- Yeah, yeah, yeah.

50:13I mean, this is such a fascinating question.

50:15Of course, like, you know,

50:16we're talking about basic, basic life forms,

50:18and we're talking about eukaryotic life forms.

50:20And then the next big transformation

50:22is multicellular life forms,

50:24where the specialization separates the germline

50:28from everything else that accompanies it

50:30and sort of carries it.

50:31And then that specialization then sort of has

50:34this massive new innovation, like above the second mouth,

50:38which is this massive brain.

50:40And this massive brain is basically something

50:43that arises much, much later on.

50:46Basically, you know, notochords,

50:48like having the first spinal cord,

50:50this whole concept that,

50:51along with these very simple layers,

50:54you basically now have a coordinating agent.

50:56And this coordinating agent is starting to make decisions.

51:00And remember when we were talking about free will?

51:03- Mm-hmm.

51:04- I mean, you know, as a worm is hunting for food,

51:07oh, it has plenty of free will.

51:09It can choose to, you know, follow chemotaxis to the left

51:12or chemotaxis to the right.

51:13- Yeah.

51:13- And maybe that's free will,

51:14because it's unpredictable beyond a certain level.

51:17So you basically now have more and more decision-making

51:23and coordination of all of these different body parts

51:27and organs by a central operating system,

51:29a central machine that basically will control

51:32the rest of the body.

51:34And the other thing that I love talking about

51:36is the different timescales at which things happen.

51:39You know, we were talking about the human epigenome before.

51:40The human epigenome is basically able to find

51:44what genes should be expressed

51:47in response to environmental stimuli

51:49in the order of minutes,

51:52and basically receive a stimulus,

51:54transfer all that data

51:55through this humongously long string of searching,

51:59and then sort of find what genes to turn on,

52:02and then create all that.

52:04All of that is happening in the timescale of minutes,

52:07basically, you know, three minutes to half an hour.

52:09That's the expression response.

52:12But our daily life doesn't happen

52:13on the order of three minutes to half an hour.

52:15It happens on the order of milliseconds.

52:17Like I throw a ball at you, you catch it right away.

52:19No gene expression changes there.

52:21You just don't have time to do that.

52:23So you basically have a layer of control

52:26built on a hardware that supports it,

52:30but that hardware itself lives in a different timescale

52:34than the controlling machine on top of that.

52:36- Is that an accident, by the way?

52:38Is that like a feature?

52:39Was it possible for life to have evolved

52:42where the daily life of the organism

52:46as it interacts with its environment

52:48was on a timescale similar to the way our internals work?

52:53- If you look at trees,

52:55they look kind of boring and stupid.

52:57You're like looking at a tree, like stupid.

52:59If you speed up the movie of a tree

53:02from spring until October,

53:04you'll be like, "Oh my God, it's intelligent."

53:05And the reason for that is that at that timescale,

53:09the tree is basically saying,

53:11"Oh, I'm looking for a thing to catch onto.

53:14"Ooh, I just caught onto that.

53:15"I'm gonna grow more here.

53:16"I'm gonna spawn there," et cetera.

53:18Like I can see the trees in my garden just growing

53:20and sort of looping around.

53:22It's all a matter of timescale.

53:26And if you look at the human timescale,

53:28remember we were talking about neoteny

53:30the last time around,

53:32the whole fact that our young are pretty useless

53:35until maybe a few months of age,

53:38if not a few years of age,

53:39if not, I don't know, getting out of college.

53:41And then we basically hold them,

53:45enabling their brain to continue being malleable

53:50and infusing it with knowledge and thoughts

53:53as that period of neoteny increases and expands.

53:57If you fast forward, I don't know,

54:00another million years.

54:01So humans have only been around,

54:04different from apes for about that long.

54:06Jump another unit of that,

54:10another human-gem divergence.

54:11What could happen?

54:13From an evolutionary timescale, a lot.

54:17One of the things that's happening already

54:19is expansion of human lifespan.

54:21We have longer and longer periods before we mature

54:25and we have longer and longer periods

54:27before we have babies.

54:29So intergenerational distance is grown from,

54:32I don't know, 16 years to 40 years.

54:35- You're saying that's in the genetics.

54:38- No, no, not necessarily.

54:40But it's sort of an environmental tendency that's happening.

54:43But as we medically expand human lifespan,

54:49the generations might actually be pushed

54:54instead of 40 years to 60 years, to 100 years.

54:56- Like if we look at the long arc of the evolutionary history.

55:00- Exactly.

55:00So as we start thinking about intergalactic travel now.

55:04(Lex laughing)

55:06- Sorry, that's a heck of a transition.

55:10Yeah, so let's talk about intergalactic travel.

55:12- No, no, no, no, no.

55:12As we as a species start thinking about,

55:15I'm talking about these transitions that are happening.

55:18- Oh, that's awesome.

55:19- Continuing along these transitions,

55:21what does the future hold in the next million years?

55:23So the concept of us going to another planet,

55:26and that taking three human lifetimes,

55:29might be a joke if the human lifetime

55:31starts being 400 years or 800 years.

55:35So imagine--

55:37- It's all timescale.

55:38- It's all timescale, just different timescales.

55:40You asked me offline whether I would like to live forever.

55:43I mean, my answer is absolutely.

55:46And there's many different types of forevers.

55:49One forever is, do I want to live today forever?

55:55Kind of like Groundhog Day.

55:56And the answer is absolutely.

55:58The stuff that I want to learn today

56:00will probably take a lifetime just to learn,

56:03you know, basically to clear my to-do list for the day.

56:05- You mean like relive the day?

56:07- Relive the day.

56:07- And then pick up different things

56:09from the richness of the experiences

56:11that are all in today.

56:12- Exactly.

56:12There's just so much happening in the world every single day.

56:15So much knowledge that has happened already,

56:17that just to catch up on that

56:18will probably take me around forever.

56:20- On that point, I would just love to see you

56:23in the Groundhog movie, just...

§07Transcript · 56:25–1:05:05

56:25Because you're so naturally as a scientist,

56:29but just the way your mind works beautifully,

56:32just all the richness of the experiences

56:34that you will pick up from that.

56:35It's a beautiful visual.

56:37- I try to live each day as if it was Groundhog Day.

56:41I'm basically every single day waking up and saying,

56:43all right, how would Bill Murray get out of that one?

56:45- Well, you know what?

56:46On a funny tangent, I got a chance to go to

56:53Neuralink demonstration event.

56:55I'm not sure if you're familiar with Neuralink.

56:57I talked to Elon for a while,

57:00and one of the funny things he said

57:03on this Groundhog Day thing is,

57:06it's a beautiful dream to eventually

57:10be able to replay our memories.

57:11So we're kind of these recording machines.

57:14Our brain is kind of maybe a noisy

57:17recording machine of memories.

57:18And it would be beautiful if we can,

57:22someday in the future, maybe far into the future,

57:26be able to, like in the Groundhog Day situation, replay that.

57:29And the funny comment that stuck with me

57:31is he said that maybe this, our conversation now,

57:36is a replay of a previous memory.

57:39And that stuck with me because

57:41it would probably be my replay.

57:43Who the hell am I?

57:45I'm just some idiot guy.

57:46But Elon Musk is, probably because of SpaceX and so on,

57:52is probably going to be remembered as a special person,

57:54one of our special apes in history.

57:58So if I wanted to replay a memory,

58:00probably be that one, talking to Elon for a while.

58:02- Yeah, that's awesome.

58:03- And that's an interesting possibility from,

58:06if we think about time scales,

58:09if we think about the richness of the experience

58:13through time that we humans take,

58:17and be able to replay some aspects of that,

58:20of that biology.

58:21That's super interesting.

58:22But anyway, sorry for the tangent.

58:25Let's, yeah, you were talking about time scales

58:27and the expansion of the human lifetime

58:32and the idea of intergalactic travel.

58:35- Yeah, no, but you're laughing about it.

58:37It's like, I can't believe you're laughing about it.

58:38- Yeah, no, for sure, that is the future.

58:39- You're talking about this.

58:40You're talking about exploring alien worlds

58:42and going to other planets.

58:43I mean, you know, when Sarah was here,

58:45she was talking about sort of going to other planets

58:47when we find these life.

58:48I mean, I'm just very naturally,

58:50given the topics that we've approached,

58:53talking about the time scale at which this will happen.

58:56- So you think eventually we will, human or life,

58:59life will expand out into the universe.

59:02- The point that I'm trying to make

59:04is that an intergalactic species

59:07will probably find ways to engineer its biology

59:10in order to expand the way that we experience time,

59:16expand the time scale that we experience.

59:19And going back to this whole concept of,

59:21would I like to live forever?

59:23Yes, I'd like to live forever,

59:25even if it was stuck on the same day,

59:27I'd love to live forever

59:28because I would finally have time to do all these things

59:30that I wanna do.

59:31But if living forever actually comes with a perk

59:35of watching the whole world evolve forever,

59:38I mean, that's a huge perk.

59:41And I would, you know, just, it'll never get boring,

59:43just an ever-changing world.

59:45And then the mind, you know,

59:47sort of experiment that I want you to do

59:50is to also ask, what if I wanted to live forever

59:53one day at a time every year,

59:57or one day at a time every decade?

59:58Would you choose that?

60:00Where you would wake up

60:02and the world would be 10 years later

60:04every single day you wake up.

60:05It's the opposite of Groundhog Day,

60:07where basically you always wake up

60:09and it's always 10 years later.

60:10- So you're saying that's such a powerful,

60:14interesting concept that life is more interesting

60:18if you're of all the life forms on earth,

60:22that you're the slowest one.

60:23- Exactly, exactly.

60:25- Like trees have it right.

60:26- Like trees have it right.

60:27All of trees, like, you know,

60:29they've been there since the Minoan civilization.

60:31- Yeah.

60:31- And, you know, that takes us back

60:33to the question you asked

60:34about sort of the transformations

60:36that have happened in humanity.

60:37The Minoan civilization is one of them.

60:39You know, there's this paper that was published

60:41just a couple of years ago by one of my friends

60:44that basically looked at the genetic makeup

60:49of the Minoans and the Mycenaeans in ancient Greece

60:54and how they relate to modern Greeks.

60:56And they found that indeed

60:57there was very little gene flow from, you know, the outside.

61:02And, you know, it's fantastic to sort of think

61:06about these amazing civilizations

61:08that transform the way that human thought happens.

61:13That basically looked for rules in nature,

61:16that looked for principles,

61:18that looked for the standard of beauty,

61:21not human beauty, but beauty in the natural world.

61:24This whole concept that the world must be elegant

61:28and there must be deeper ways of understanding that world.

61:31To me, that's a massive transformation of our species,

61:35similar to, you know, the earlier transformation

61:38that we were talking about of even evolving a brain,

61:42of, you know, learning how to communicate language

61:46or the evolution of eyesight.

61:47If you look at sort of, you know,

61:50we're talking about these worms crawling around

61:52and then sensing which direction

61:54are the chemicals more abundant, you know, chemotaxis.

61:56So eventually they grow a nose,

62:00eventually they grow a, yeah, I mean, when I say nose,

62:02I mean ways of sensing chemicals.

62:04That's probably one of the earliest senses.

62:06You know, we always talk about how deep-rooted

62:08it is in your brain.

62:09That's one of the earliest senses.

62:10If you look at hearing, that's a much later sense.

62:13If you look at eyesight, that's an intermediate sense

62:15where you're basically sensing

62:17where the light direction comes from.

62:18That's probably something that life didn't need

62:20until he got, you know, into the surface

62:22and so on and so forth.

62:23So there's a lot of, you know, milestones.

62:28And I was talking about the latest milestone,

62:29which is LIGO last time,

62:31of being able to detect gravitational waves

62:34and sort of being able to sort of have a sense

62:37that humans haven't had before.

62:38- So you see that as a yet another transformation

62:41that gives us an extra little sense.

62:43- Of course.

62:44And now if you go back to this history of ancient Greece,

62:46I mean, this transformation that happened,

62:49I mean, of course, the Egyptians had this incredible,

62:52you know, civilization for thousands of years.

62:55But what happened in Greece was this whole concept of,

62:58let's break things down and understand the natural world.

63:01Let's break things down and understand physics.

63:03Let's basically build rules around architecture,

63:06around elegance, around, you know, statues and tragedy.

63:11I mean, another question that you asked me in passing

63:14was this whole concept of embracing the good and the bad,

63:18embracing the full range of human emotions.

63:20And if you look at Greek tragedy,

63:23it's the definition of that.

63:25It's, I mean, drama.

63:28I mean, again, it's a Greek word,

63:29but the whole concept of some problems

63:34that are just so vast and large

63:36that dying is the easy way out.

63:39(both laughing)

63:41That death, oh, that's the easy solution.

63:43You know, so I wanna touch a little bit on that point

63:47and sort of talk about this concept

63:52that life supersedes physics

63:55and that the brain supersedes life.

64:01That basically we have a brain that can decide

64:04to not follow evolution's path.

64:06We can decide to not have children.

64:08We can decide to not eat.

64:11We can decide to suicide.

64:13We can decide to sort of abolish communication

64:17with the outside world.

64:18I mean, all the things that make us human,

64:20we can basically decide not to do that.

64:23And that is basically when the brain itself

64:28is basically superseding what evolution problem is for.

64:32- Poof!

64:33So, okay, so one of the, it's, okay.

64:38My mind was already blown at the beautiful formulation

64:41of the idea that life is a system that resists physics.

64:49- Yeah.

64:50- And our brain, or perhaps the content of it,

64:53however it may be functionally,

64:56our brain is a thing that resists life.

64:59- Yes, yes.

65:00- You're so, you're so brilliant.

65:05(laughing)

§08Transcript · 1:05:06–1:12:42

65:06- But I want you to see all of that as continuum.

65:11Basically, you're sort of talking about

65:12the sort of individual transformations,

65:14but it's a path that humanity has been taking.

65:17- It's a transformation.

65:18- It's a path of transformation.

65:19And then I want us to think about

65:22what it truly means to become human.

65:24Like the F-zine.

65:26And you asked me about what motivated

65:28my Meaning of Life Symposium.

65:29What motivated it, in part,

65:32I mean, of course, it was an inside joke of turning 42,

65:35but what motivated it in part

65:38was actually a midlife crisis.

65:40So the joke that I always like to say

65:43is Christos Papadimitriou, a famous Greek professor

65:46who was previously at MIT, at Harvard,

65:48at Stanford, at Berkeley, everywhere.

65:49Brilliant, brilliant person, actually Costis' advisor.

65:53- Advisor, yeah.

65:54- So Christos Papadimitriou likes to say

65:57that when you're an undergrad,

65:59you work like a rat to get into grad school.

66:01And where you're grad student,

66:02you work like a rat to get your PhD.

66:04And where you're a postdoc, you work like a rat

66:06to get your assistant professor's degree.

66:08And where you're an assistant professor,

66:09you work like a rat to become a full professor.

66:12And then when you're a full professor,

66:14well, by then you're basically a rat.

66:16(both laughing)

66:19- Oh, that's brilliant.

66:19- So basically what happened to me

66:21is that I arrived at the end of the rat race.

66:24- Yeah.

66:25- You know, life is a rat race.

66:27You constantly have hurdles to jump over.

66:28You constantly have tunnels and secret pathways.

66:31And I figured it all out.

66:32And eventually, as I was turning 42,

66:35I looked back and I was like,

66:36"Wow, that was an awesome rat race,

66:39"but I'm not a rat."

66:42I basically got out of the labyrinth

66:44and I was like, "I'm not a rat," turns out.

66:46(laughs)

66:47- Is that the first moment where you saw

66:48that you were in a rat race?

66:52- No, no, no.

66:54I've known that I'm in a rat race for a long time.

66:55It's so easy to be in a rat race.

66:57It's so easy to be an undergraduate.

66:58You have problem sets.

66:59- You have problem sets.

67:00- We're all smart people.

67:02You know, problem set, it has a solution.

67:03Somebody made it for you.

67:04You can just solve it.

67:05- Yeah.

67:06- Everything was made as a test.

67:08And you keep passing those tests and tests and tests and tests.

67:11And you have tasks that are well-defined.

67:13The PhD is a little different

67:15because it's more open-ended.

67:17But yet you have an advisor who's guiding you.

67:19And then you become a professor

67:22and tenure is a well-set, defined set of tasks.

67:26And you do all that.

67:27And at 42, I basically had bought a house,

67:30three kids, beautiful wife, tenure,

67:34awesome students, tons of grants.

67:38Life was basically laid out for me.

67:40- Yeah.

67:41- And that's when I had my limited mean life crisis.

67:43That's when people usually buy a Harley Davidson.

67:45(laughs)

67:47And they basically say, "Oh, I need something new.

67:49"I need something different and to be young myself," et cetera.

67:51But basically that was my realization

67:53that it's not a rat race, that there's no rat race.

67:56It's over.

67:57That I have to basically think,

68:01how do I fully instantiate myself?

68:03How do I complete my transformation

68:06into an actual human being?

68:07Because it's very easy to sort of forget

68:10all the intangibles of life.

68:12It's very hard to just sort of think about the next task

68:15and the next task and it's all metrics.

68:16And what is the number of viewers I have?

68:18What is the number of publications I have?

68:20What is the number of citations,

68:21the number of talks, the number of grants?

68:23It's very easy to quantify everything.

68:24And then at some point you're like,

68:26"This is real life.

68:28"It's not a test anymore."

68:30And that's something that I told my wife early on.

68:32I was like, "No, no, no.

68:35"Our life is not gonna be,

68:36"'Let's put the kids through college.'"

68:37And maybe that's when I escaped the rat race.

68:40Maybe it continued being a rat race.

68:42Maybe the next step would have been,

68:43"All right, how do I make sure

68:44"that my kid is first in class?

68:45"How do I make sure that they're

68:47"into the greatest college?"

68:48And then they're into college

68:50and then you're like 60.

68:53(laughs)

68:54- So how do you escape?

68:57Is there a light at the end of the tunnel

69:01of a midlife crisis?

69:03- So you should watch that symposium

69:06because the videos were transformative to me

69:10and to many others.

69:11So basically the advice that I received

69:15from all of my friends was so meaningful.

69:17There's some advice that basically says

69:21you have to constantly maintain unachievable goals.

69:26Goals that you can make progress towards

69:30but you can never be fully done with.

69:31And I think that's almost playing

69:33into the sort of rat race thing.

69:35Like basically make sure that there's more obstacles

69:37for your little rat persona to jump through.

69:40So that's one possibility.

69:42- So first of all, watch.

69:45Is it available somewhere?

69:46- It's on YouTube.

69:46Just Google-- - What?

69:48- Google Meaning of Life Symposium.

69:49- I should have known this.

69:50I mean you should have told me this.

69:51This is awesome.

69:52Okay, this is great.

69:53And also like seeing rat race is,

69:58if we look at Ratatouille,

70:01I mean that's a beautiful thing

70:06of challenges and overcoming challenges.

70:09That could be fundamentally the meaning of life

70:13is to see life as a set of challenges

70:18and to fully engage in the overcoming of those challenges.

70:23- I would say that that's embracing the rat race view of life.

70:26So a joke that we like to have with my wife all the time

70:29is we basically say,

70:31we pretend that we're in this all-inclusive resort

70:34that we've basically hired all these people

70:37to go on the Esplanade and play games

70:39'cause we enjoy watching people playing on the Esplanade

70:41and we enjoy sort of laying and looking at life

70:44and all the people biking and rollerblading and all of that.

70:46And then we've paid all these people

70:49in this all-inclusive resort that we live in.

70:51And then what are we gonna do today?

70:53I'm like, oh, I've signed up for professor activities.

70:56It's gonna be awesome.

70:57They lined up a bunch of super smart MIT students

70:59for me to meet with.

71:00I'm gonna have a grant writing meeting afterwards.

71:03It's gonna be awesome.

71:04And then she signed up for a bunch of consulting activities.

71:06It's gonna be great.

71:07And then in the evening, we just get back together and say,

71:09hey, how was your consulting today?

71:11So in a way, that's another view of life of basically,

71:16wait a minute, if I was a gazillionaire,

71:18what would I choose to do?

71:19I would probably pay an awesome university

71:22to give me an office there

71:23and just pay a bunch of super smart people to work with me

71:27even though they don't really want to, et cetera, et cetera.

71:31In fact, I would have exactly the life that I have now

71:34working my butt off every single day

71:36because it's so freaking fulfilling.

71:40- Well, that's, so let's clarify.

71:44It's just a beautiful way.

71:44It's almost like a video game view of life

71:46that is a set of, I mean, again,

71:49game is not perhaps a positive term,

71:51but it is a beautiful term.

71:53So do you or do you not like the rat race view of life?

71:59- No.

72:01- Because it is fulfilling in some--

72:03- The rat race is about the goal.

72:05My view of life is about the path.

72:07So again, quoting Greece.

72:10(laughing)

72:12- Those folks have come up with some good stuff.

72:14- So this Odysseus Elitis basically wrote this beautiful poem

72:19about sort of going through life saying,

72:23as you go through your journey,

72:25impersonating Ulysses of his voyage,

72:29he says, "Wish that the path is long and arduous."

72:33Because when you get to Ithaca,

72:37you might realize that it was all about the path,

72:42not the destination.

§09Transcript · 1:12:42–1:21:46

72:42So the rat race view of life

72:48makes it all about the destination.

72:49It's like, how do I get through the maze to get there?

72:52But the all-inclusive resort view of life

72:56is about the path.

72:59It's about, wow, today I couldn't wish

73:02for a better set of activities all programmed for me

73:05to enjoy having my brain, having my body,

73:09having my senses and the life that I have.

73:14So it's a very different kind of view.

73:15It's focused on the journey, not on the destination.

73:18- So you mentioned kind of the ups and downs of life

73:22and the midlife crisis.

73:24And right now you said focusing kind of on the journey.

73:29But what the journey involves is ups and downs.

73:32Is there advice or any kind of thoughts

73:39that you can elucidate about the downs in your life?

73:43The hard parts of your life and how you got out

73:48or maybe not, or is there,

73:51how do you see the dark parts of life?

73:54- Yeah, so I'm so glad you're asking this question

73:57because it's something that our society

73:59does a terrible job at preparing us for.

74:01Every Hollywood movie has to have a happy ending.

74:05It is ridiculous.

74:07You can count on your 10 fingers

74:09the number of bad ending movies that you've ever watched.

74:12And you probably wouldn't need all 10 fingers.

74:14We strive to tell everyone, yes, you can succeed.

74:20Yes, you're a millionaire, just temporarily disabled.

74:26And yes, the prince will eventually figure out his princess

74:32and they will have a happily ever after ending.

74:36And yes, the hero will be beaten and beaten and beaten.

74:39But you know that at the end of the movie,

74:40the good guys will win.

74:41We need more movies where the bad guys win.

74:44We need more movies where just everybody dies.

74:46(laughs)

74:47Where just, MacGyver doesn't figure out

74:50how to disable the bomb and just explodes.

74:52You just need more movies that are more realistic

74:55about the fact that life kind of sucks sometimes

74:58and it's okay.

74:59So again, growing up in Greece,

75:02I have been exposed to songs that are not just sad,

75:08but they're miserable.

75:10(laughs)

75:11Miserable.

75:12(laughs)

75:13So one of them comes to mind.

75:15(laughs)

75:17And it's basically talking about this woman

75:20who's lamenting in the early morning

75:24about losing the joyful kid, the joyful young man,

75:28who basically died in the civil war

75:32in the arms of our own fellow citizens.

75:37And she's like, if only he had died

75:41fighting the foreign forces,

75:43if only he had died at the sides of the general,

75:49if only he had died with honor,

75:52I would be proud to have lost the joyful kid.

75:56I mean, it's devastating, right?

75:58It's like, he didn't just die,

76:00he died without honor.

76:03And my friend who was with me was listening to the song

76:07and she's like, this is depressing.

76:08I'm like, whoa, whoa, whoa,

76:09you have to listen to another one.

76:10It's not as sad.

76:12And she's like, what, this one died with honor?

76:13(laughs)

76:15So that's one example.

76:17- It's a kind of a celebration of misery.

76:20- No, no, no, no, no, no, no.

76:22So let me give you a couple more examples

76:23and then I'll answer that question.

76:25So another example is I picked up this book

76:28that I had from my childhood

76:29and I started reading stories to my kids.

76:32And the first story is about these two children.

76:35One is really poor living on the street

76:37and the other one is really rich,

76:38living in the house in the bright light above.

76:40And the poor one is wishing,

76:42looking at that window and wishing

76:43that he could have that house.

76:44And the other one is at the window,

76:47wishing that he was free,

76:48that he wasn't sick all the time,

76:49that he could escape outside.

76:51It's only four pages long.

76:52And at the end, both children die.

76:54One of them dies from cold,

76:57the other one dies from illness.

76:58And you're like, how is that even a children's story?

77:01The next story, I'm like, okay, that's fine.

77:04Let's skip this one.

77:05So I read this to my kids and then I read the next one.

77:08And the next one is about this woman

77:10whose brother is at war against the Turks

77:14and he is gonna die.

77:19And she prays to the Virgin,

77:21please don't let him die.

77:23And the Virgin appears and she's like,

77:24no problem, tell me who to kill instead.

77:27And she's like, anyone, anyone.

77:31No, no, no, no, choose one.

77:33How about this Turk?

77:33This one has two kids,

77:36a beautiful family waiting for him at home.

77:38She's like, no, not this one, choose another one.

77:40And then she goes through all the life stories of the others.

77:43And she's like, no, no, just don't take anyone.

77:46She's like, I can't do that.

77:47I can't, you can choose to bring your brother back

77:50and he will be depressed for the rest of his life

77:52because he didn't fight at war,

77:54because he didn't go to that battle

77:56and he will live without honor.

77:58She's like, and in the end,

77:59the woman decides to have her brother killed instead

78:02'cause he dies without, I mean, this is insane.

78:05So why am I giving you these examples?

78:07It's not a glorification of misery.

78:09It's expanding your emotional range.

78:13It's teaching you that,

78:17and when I read these stories, I'm not a jerk.

78:20I'm crying out loud.

78:21I have tears and like my face becomes red

78:25from the pain that I'm experiencing through these stories.

78:30It's just so deeply touching to embrace the suffering

78:37not because of an accident, but because of a choice.

78:44The sacrifice to embrace the fact that

78:48not everything is cute and rosy and always ending well.

78:50And I think that we don't do a good enough job

78:53of teaching our kids that just life sucks

78:56and life is unfair sometimes and that's okay.

79:00And sometimes I read a story to my kids.

79:02I read a story every night

79:03and sometimes the story is horrible

79:06and sometimes the story is good

79:09and sort of friendly and happy.

79:11And my kids always ask, what's the moral of the story?

79:14And sometimes there's a moral and it's like,

79:16oh, you should be good or you should be nice.

79:18You should be helping each other, et cetera.

79:20And sometimes there's just no moral.

79:21And I tell my kids, you know what?

79:24Sometimes just life doesn't make sense and it's okay.

79:27And you can't comprehend everything.

79:29And I think this concept of how do you deal with bad days

79:33comes from the fact that we're taught,

79:35we're brainwashed into thinking

79:36that every day should be a happy day.

79:39And we're not ready to cope with misery.

79:42And the other thing that crying through these stories

79:46teaches you is that you don't have it

79:50nearly half as bad as you think.

79:52Do you see what I mean?

79:55Basically, it tells you that, I mean,

79:58my mom would always tell me about

80:00how she was transformed as a teenager

80:02when she volunteered in the hospital

80:05and she saw all these people at the brink of death

80:08clinging for life and helping them out to best she could

80:12and crying her heart out when they were dying.

80:16And just sort of how that taught her

80:19the appreciation for what we have every day.

80:21Waking up every morning and saying,

80:24my life doesn't suck.

80:27My life is not nearly half as bad as it could be.

80:32And sort of embracing the joy that we have

80:38of living where we live in the moment we live.

80:41And I'm going to go further.

80:42If you look at the arc of human life,

80:48you know, human existence through the centuries,

80:52there's no better way to be alive than now.

80:53I mean, we're complaining about every single little thing,

80:57but life expectancy is at an all-time high.

81:00Sickness, all-time low.

81:02Poorness, misery, all-time low.

81:06There's no better time to be alive globally

81:09across all of human existence, number one.

81:12Number two, here in Boston,

81:14there's no better place to be alive.

81:16If you think about the amalgamation of science,

81:21engineering, technology,

81:23the ridiculously awesome people you're bringing

81:25every week to your podcast,

81:26I mean, this is the ancient Greece of modern society.

81:30- But the weather still sucks.

81:32(Lex laughing)

81:32- No, let me put it this way.

81:35The weather gives us a range of emotion.

81:38(Lex laughing)

81:39The full range of human weather patterns.

81:42- The full scenic range.

81:42There's such a fascinating thing about human psychology.

81:44I often reread this book.

81:46I'm not sure if you're familiar with it.

§10Transcript · 1:21:47–1:29:59

81:47It's "Man's Search for Meaning" by Viktor Frankl.

81:50And he talks about, you know,

81:56his living through the Holocaust

82:00and the concentration camps.

82:02And even there, where there's like human misery

82:05is at its highest,

82:08even there he discovers these moments

82:14by observing the suffering,

82:15by accepting the suffering.

82:17He observes moments of true joy

82:22of how great his life is

82:25relative to others at the camp who have it worse.

82:31- Yeah.

82:31- Yeah.

82:32So it's a dangerous slippery slope to think that way

82:35because it's basically being better than the Joneses.

82:38And if, you know, if the house next door has a giant car,

82:41then you want to get a bigger car or something like that.

82:44It's not comparative misery.

82:46I think the way that I see it is slightly different.

82:49It's, and it's not even thinking

82:53about all the worst possible outcomes

82:55that could have happened, but didn't.

82:57The example, as you were talking

83:00about the concentration camps, the most horrible,

83:02I mean, one of the most horrible moments of human existence,

83:04I was thinking about pictures that I was seeing

83:07of kids in Syria, in war-torn zones.

83:10And you're looking at these kids.

83:12And again, I cried out loud,

83:15imagining my own son in the van

83:20after a bomb explosion,

83:23watching his, you know, father die

83:26or his siblings die or losing his friends.

83:29It's something that we are not capable of fathoming.

83:33But if you actually put a seven-year-old

83:36in that situation, the look that I saw

83:39in these kids' eyes basically said, it is what it is.

83:43It was, and I've experienced that with my own kid.

83:48When he gets, like, my three-year-old last,

83:52like two years ago, who's now my five-year-old,

83:54she was burned really badly

83:57with like hot chocolate and coffee

83:59that just peeled off her skin.

84:01So you could actually see just her fragile skin

84:03had just peeled off.

84:04And she was the happiest little kid.

84:08She was just going along with the punches.

84:11- It is what it is.

84:12- It is what it is.

84:13- She accepted it.

84:13- So it's quite dramatic to sort of realize

84:18that children don't say, "Oh, I could have it better."

84:25They sort of embrace the moment, not embrace,

84:30but sort of accept the moment.

84:31And then they can have moments of pure joy

84:35in a horrendous war-torn country.

84:39And, you know, like so many people

84:42from these war-torn countries basically say,

84:45"Oh, you think you Americans are gonna just come

84:48and just send us a bunch of aid and food, et cetera?

84:51Yeah, sure, that's helpful.

84:54But what do we dream of?

84:56What do we struggle for?

84:57We struggle for love.

84:58We struggle for meaning.

85:00We struggle for, you know, emotions and friendships.

85:04We struggle for the same things you guys struggle for.

85:06We're not just like every day waking up and saying,

85:08"Oh, I wish I had more food."

85:10No, that's just the given.

85:11I just don't have enough food.

85:13But what we struggle with are basically everything else.

85:16And that sort of gives you some perspective on life.

85:20It basically says, you know,

85:21and another story that my mom told me when I was a kid

85:24is this story about sort of this man who's basically,

85:27you know, he sees the Christ appear in front of him.

85:31And he says, "Oh, Christ, I'm carrying all these problems.

85:35I'm carrying this big bag.

85:36Can you please take it from me?"

85:38And he's like, "Sure.

85:39Let me just give you any other bag."

85:41(Lex laughing)

85:43And basically, and of course the person in the end

85:47accepts his own bag.

85:48- So acceptance ultimately.

85:50- Basically every single-- - The path you recommend

85:52is acceptance.

85:53- Every single other bag is probably worse.

85:56It's the evil you don't know versus the evil you know.

85:59Like we all struggle with our own problems.

86:00But if you look at the bigger picture,

86:03it's just your path through life.

86:06And if you embrace it, the good and the bad,

86:09every single day, it's just joy, elation,

86:15sadness, misery.

86:19If you don't have both, you're not a complete human being.

86:23You know, you can't, I mean,

86:25the last example I'm gonna give is the movie

86:27"Inside Out" by Pixar.

86:30Beautiful movie.

86:32- Which one is that?

86:33- The one with the little characters controlling--

86:35- Oh, the emotions. - Highly framed.

86:36- Oh, it's a great movie. - Yeah.

86:37So you basically have joy and sadness and fear

86:40and disgust, et cetera.

86:42And the moral of the story, if you remember the movie,

86:45the moral of the story is that in the end,

86:48joy is basically trying to fix everything,

86:50to make everything happy.

86:51And she's failing miserably and everything else

86:53is like crumbling and falling apart.

86:55And the little girl basically becomes emotionless

86:58because all she knows how to do is fake happiness.

87:00And I think it's a very good analogy

87:02for our everyday society,

87:04where we're always saying, "Are you happy?

87:06"Are you happy?"

87:07My mama calls me and she's like,

87:08"Manolis, are you happy?"

87:09I'm like, "Mom, stop asking this stupid question.

87:12"No, I'm not happy.

87:14"What you should be asking is if I'm fulfilled."

87:15- Yeah.

87:16- And that's a very different thing.

87:17I don't go around being happy.

87:19- I would love it if your mom called and said,

87:23"Manolis, are you suffering beautifully?"

87:25or something like that.

87:26- That's exactly right.

87:27That's what she should be asking.

87:28(laughing)

87:29Are you struggling to achieve something great?

87:33- Yeah.

87:33- That's the question that mom should be asking.

87:35- Hear that mom?

87:36Call me about the suffering,

87:37not about how good are you doing?

87:39- So what I tell her is that life

87:41is not about maximizing happiness.

87:43Life is about accomplishing something meaningful

87:47and accomplishing that meaningful thing

87:48cannot come from a series of joyful moments.

87:52It comes from a series of struggles,

87:54of successes and failures,

87:58of people being nasty to you

88:00and people being nice to you

88:01and embracing the full thing.

88:03And if you supersede that constant need for gratification,

88:07if you supersede that constant need for kindness,

88:11you suddenly know who you are.

88:16And what I like to say to my kid,

88:17and my son the other day was telling me,

88:19"Oh, so-and-so called me such and such."

88:20And I'm like, "Are you such and such?"

88:22He's like, "No."

88:23I'm like, "Ha-ha, see, they were wrong."

88:24(laughing)

88:25And what I tell him is if you know who you are,

88:28what other people say about you

88:30only teaches you about them.

88:32- Yeah.

88:35- So it has no influence on your self-esteem.

88:40If you know where you stand,

88:42you embrace the good, but you also embrace the bad.

88:45I have plenty of bad and I'm embracing it.

88:47I'm a procrastinator.

88:49How do I deal with that?

88:52I trick myself into procrastinating

88:54about mindless, stupid little day-to-day things.

88:57And in that procrastination time,

89:00doing important things for the future.

89:01(laughing)

89:03- So accepting who you are.

89:04- Accepting your flaws.

89:05- Accepting the whole of it.

89:06- Accepting the struggle,

89:08accepting the sleeplessness,

89:10accepting the fact that the journey is what matters.

89:15Hoping that your path to Ithaca is full of troubles

89:19because those troubles are the life you will lead.

89:21Accepting that life will not start

89:25after the next milestone,

89:28that life has already started a long time ago.

89:30And what you're experiencing now is the life.

89:34This is it.

89:35It's not some kind of future thing

89:36that you work yourself hard to get to.

89:38And then after that, you live happily ever after.

89:41To me, the happily ever after,

89:44that's the end of the story.

89:45Nothing happens after that.

89:46The struggle and the struggle and the struggle

89:49is much more interesting story

89:50than the lived happily ever after.

89:54So I think we have to embrace that as a society

89:57that it's not just about the happy ending,

89:59that our kids are brainwashed into expecting

§11Transcript · 1:30:03–1:38:08

90:03that things will be happy and rosy

90:05and it's okay if they're not.

90:07And they should keep struggling

90:08because the struggle is the journey

90:11and the journey is the meaning of life.

90:14It's not the end, it's the journey.

90:15- What about accepting one of the harder things?

90:20We talked a little bit about immortality.

90:22What about accepting that life ends?

90:26So do you, Manolis, think about your own mortality?

90:31How, we talked about accepting

90:34that there's ups and downs to life.

90:37What about the ultimate down,

90:38which is the finality of it?

90:40Do you think about that?

90:41Do you fear it?

90:42- You also asked me if I'm afraid of getting older.

90:47- Yes.

90:48- And that's on the path to mortality.

90:51So let me talk about that first step

90:52and then the last step.

90:53- The last step.

90:55- Literally the last step.

90:56So getting older, what does that mean?

91:00When I was 18, when I was 20,

91:03my brain, I felt was at my maximum.

91:06I was like, nothing is impossible.

91:08I can solve anything.

91:10I could take any math puzzle, any logic puzzle,

91:13any programming puzzle and just solve it in milliseconds.

91:16I just saw the answer through problems.

91:18I was like feeling invincible.

91:19I would show up at lecture with my newspaper,

91:22lift up my head every now and then,

91:24point to errors, just brat, complete brat.

91:27I would raise my hand and correct my professors

91:29from the whole classroom, total brat.

91:31I have some of those in my class now and it's awesome.

91:33It's like very--

91:34- I used to be you.

91:35- It teaches you humility.

91:36- Yeah.

91:37- So I felt invincible and I was like, this is it.

91:42This is awesome.

91:43I'm living the life.

91:4410 years later, my brain didn't work the same way.

91:48I wasn't as good at the tiny little puzzles

91:51but it worked in different ways.

91:54And right now, 20 years later,

91:57it works in yet different ways.

91:59And oh gosh, I love the journey.

92:02- Can you maybe give some hints

92:06of the interesting different ways

92:08that your brain works as it aged?

92:10- Yeah, I went from the phase of sheer speed

92:14and hardcore quantitative thinking

92:17to sort of stepping back,

92:20being able to sort of make more connections,

92:22being able to sort of say, yeah,

92:24but let's use that thing.

92:25Sort of a huge new creativity being unleashed.

92:29Basically when you're young,

92:30you're sort of thinking about that one problem.

92:32You can sort of reconfigure all the variables

92:34combinatorially in your head

92:35and just wipe it all out.

92:37When you're just a little older,

92:40you start getting more creative.

92:41You start bringing in things from different fields

92:43and different contexts

92:45and sort of stepping outside the box.

92:47Basically it's like being in the rat race

92:48and saying, there's a ceiling.

92:50Why are we trying to get through that?

92:52So it's sort of thinking outside the box.

92:54And then at 40, what I'm going through now

92:58is this whole sort of embracing the path of life.

93:01And when I say life has started already,

93:04it's not a test anymore,

93:06this is basically embracing the finality.

93:09Embracing that the journey is what it's at.

93:14So what I like to say is live every day

93:18as if it's your last one

93:20and make plans as if you'll never die.

93:23I always have the long-term

93:26that I'm sort of planning out for

93:29that will eventually become the short-term.

93:31And I always have the sort of short-term

93:34and I think this ability to sort of look at life

93:37in the past and look at life in the future jointly

93:41and sort of embrace the continuity

93:44both of life in the universe and on our planet

93:47as well as life as a human being

93:49from the beginning to the end,

93:50just as a path, as a journey

93:52and just embracing every aspect of that.

93:55I mean, I was talking about parenthood the other day

93:57and how amazingly fulfilling it is

93:59to sort of relive childhood through the eyes of my kids

94:04but with the perspective of a parent.

94:06So the sheer, you know,

94:12arrogance of youth.

94:16Watching this in my kid,

94:19I can see myself when I was 18 correcting my professor.

94:22I felt so proud.

94:23Little did I know that my professor was working

94:26on so much more interesting things

94:27than the three little things

94:28he was putting on the board that day.

94:30And I was like, "Ah, I'm invincible."

94:32But in fact, no, just a little brat.

94:34And basically right now,

94:36I sort of can see the sort of journey

94:41with a little more humility.

94:43I can sort of look at my own students

94:46with their unbelievable abilities,

94:48being able to do things that I'm no longer able to do,

94:51better than I probably was ever able to do,

94:54but yet being able to guide them

94:57and shape their thinking and blow their minds

95:00with new ideas and new directions.

95:02Through my perspective.

95:03And I know when something is solvable

95:07because I've been there,

95:08but I'm not gonna even bother.

95:09It's not that I can't do it.

95:11I'm sure I could if I tried,

95:12I just, I'm not interested in that anymore.

95:14So what I'm embracing this journey of aging

95:18is how my brain is changing

95:19and how I'm constantly trying to figure out the niches,

95:23the evolutionary niches that I'm best adapted for.

95:26- Yeah.

95:27- For the tasks that I'm best at,

95:30while hiring and recruiting

95:33both assistants and research scientists

95:36and students and postdocs,

95:38and that will be the best at those tasks.

95:41But someone still has to see the big picture.

95:44And I love being in that role.

95:46- So you're at the timescale of a human lifespan,

95:51you're doing the same thing that the worm

95:53did at the evolutionary timescale of growing arms,

95:57of the specialization,

95:58the compartmentalization he talks about.

96:02I mean, it's fascinating to think

96:03of what 80 year old Manolis would look back

96:07at the man that's sitting here today

96:10and laugh at the silliness, at the arrogance.

96:14- I think he finally figured out something.

96:15(laughing)

96:16I was like, no little thing,

96:18you didn't figure out anything.

96:20- I mean, ultimately it seems

96:22that if you're introspective about life,

96:24it all, it leads to a kind of acceptance

96:27a deeper and deeper acceptance of the whole of it.

96:33- Again, I wanna be cautious about acceptance

96:36because it almost says that you can't change it.

96:38- Ah, yeah.

96:39- It's sort of embracing the struggle

96:42and embracing the journey,

96:43is the way that I would put it.

96:45- So you ultimately feel the journey

96:46isn't just something that happens to you.

96:48- Of course, you shape it, you shape it.

96:51Remember how I was saying that Boston is the best place

96:53and the best time to live in right now,

96:55you know, in the history of humanity.

96:56(laughing)

96:57I'm exaggerating a little bit,

96:59but the way that I think about this is that,

97:01if you look at the whole of cosmos,

97:05where would you rather be?

97:07If you're just a bunch of molecules,

97:08roughly your, you know, biomass,

97:11where would you rather be?

97:12Would you rather be a rock on Mars?

97:13Eh, probably not.

97:14Would you rather be in a black hole?

97:16Probably not.

97:17Would you rather be in a exploding supernova?

97:19Maybe, that might be interesting.

97:20But being on earth is an awesome solar system,

97:25an awesome planetary system,

97:26an awesome, you know, place to be in.

97:29Across all of space time,

97:31it's a pretty good place to be in as a bunch of molecules.

97:34If you are a bunch of molecules on earth today,

97:36being an animal with, you know,

97:40some kind of awareness of the stuff around you is wonderful.

97:44Being a human among all animals is amazing

97:48because you have all this introspection.

97:49And being a human who's young, fit, athletic,

97:54smart, et cetera, I mean, you know,

97:56you have so much to be happy for.

97:58Beyond that, being surrounded by a bunch of awesome people

98:04that you interact with all the time.

98:05I mean, I feel blessed to interact with the people I know,

98:08with the friends I have, the dinners that I have,

§12Transcript · 1:38:10–1:47:10

98:10all of this, the students that I interact with.

98:12I'm so blessed.

98:13And the last little blip in this awesomeness of local maximum,

98:18the last little blip comes from being kind,

98:22being grateful and being kind.

98:24I don't know if you remember that little prayer

98:26that I described last time of,

98:29"Thank you for all the good you've given me

98:32and give me strength to give unto others

98:35with the same love that you've given to me."

98:37And the whole point of that is being grateful and being kind.

98:42What does that do?

98:43From a purely egoistic perspective,

98:46it makes the people around you happier

98:48and it takes that little maximum a little bit further.

98:53Because you'll be surrounded by happy people by being kind.

98:57That's the purely egoistic view.

98:58And the purely altruistic view,

99:00or maybe it's egoistic as well,

99:03is that it's just good to give.

99:05It feels good to give.

99:06Like basically watching somebody who's touched by what you said,

99:11watching somebody who's like appreciating a rapid response

99:15or a generous offer or just random acts of kindness

99:19is so fulfilling.

99:21So evolutionarily, we were selected for that.

99:24There's just such a good feeling that comes from that.

99:27- You know, it's fascinating to think

99:29you said Boston is the best place

99:31and talking about kindness,

99:33that the very thought that Boston is the best place

99:38in the universe is almost,

99:40it's a kind of a gravitational field.

99:44Your thought and your very life in itself

99:50is a kind of field that makes that real.

99:52- Yeah, it's a self-fulfilling prophecy.

99:55By claiming it's the best and thinking it's the best,

99:59it becomes the best.

100:00- And you make others,

100:01it's not a force that just applies to your own cognition.

100:06- Exactly.

100:07- It applies to the others around you.

100:09- And then suddenly you live in an even better place.

100:11- Yeah, and it creates the reality,

100:13the actual reality, the social reality.

100:16- Exactly.

100:16- Then it molds the environment.

100:18- Exactly.

100:20By the way, one of the coolest things about you,

100:22I think, is you represent the best of MIT,

100:30like the spirit of MIT.

100:32So I'm so glad that I'm fortunate enough

100:38to be able to talk to you

100:39because there's a kind of cynicism about academia in parts

100:48that I think is undeserved

100:50and that there's this, you know, MIT, of course,

100:54but academic institutions is a sacred place

100:59where ideas can flourish

101:01just in the same very way that you're talking about,

101:03is both kindness and curiosity

101:09and that weird thing that happens

101:11when a bunch of curious descendants of apes get together

101:15and just like get excited in this ripple effect that happens.

101:21I mean, that's the most beautiful aspect of MIT.

101:23People might think like competition and grants

101:27and like position, like you said, the rat race,

101:32but like underneath it all is these curious human beings,

101:36inspiring younger human beings,

101:39and there's this ripple effect that happens.

101:42I'm so glad that, I mean, I'm glad that I get a chance

101:47to record this because it inspires so many other students

101:50and so many other people to do the same,

101:53to embrace the inner curious creature

101:56that's not about the race.

101:58- So let's talk about the negative.

101:59Let's talk about, no, no, no, I'm serious, I'm serious.

102:01You know, you have to embrace the good and the bad.

102:03So let's talk about the negative.

102:04- As the Greek comes out.

102:05- Let's address it.

102:06So why do people want positions of power?

102:11Why do people want more money, more power,

102:14more this, more that?

102:15Remember the part where I was saying,

102:17if you know who you are, what other people think about you,

102:20it makes no difference to you.

102:22It only teaches you about them.

102:24Many people feel defined themselves.

102:31They feel instantiated through the eyes of others.

102:34So being in a position of power

102:38makes them feel better about themselves.

102:41Who knows what other kind of struggles they might have

102:43that creates that need to feel better about themselves.

102:47But they have a bunch of struggles

102:48and everybody has a bunch of struggles.

102:50And every time I see somebody behaving poorly,

102:53I'm basically thinking,

102:55well, they're in a tough spot right now and it's okay.

102:59I can kind of see how I would behave badly

103:03in other circumstances as well.

103:04So I think if you take away that sort of,

103:11having to prove yourself in the eyes of others,

103:13life becomes so much easier.

103:16So when I first became a professor at MIT,

103:19I started wearing adult clothes.

103:22(laughing)

103:23I had my like, I mean, before-

103:25- You became a serious person, Cor.

103:27- I basically had, I would always go around

103:30in my roller blades and my shorts and a t-shirt.

103:32And eventually I was a professional, like,

103:33oh, I bought all these khaki pants

103:36and these nice shirts with like,

103:40whatever they call it, the patterns.

103:42And I was like, dressing with my nice belt every day,

103:45showing up.

103:45And then a few months later, I was like,

103:48I can't stand it.

103:51And I just went back to my roller blades

103:52and my t-shirts and my shorts.

103:55And it was this struggle of sort of

103:58not feeling that I fit in.

104:00I was so intimidated by all of my colleagues,

104:03like just watching their incredible achievements,

104:05like persons next to me and the person,

104:07you know, the floor below me.

104:09I was like, oh my God, like,

104:10they clearly made a mistake.

104:13What the heck am I doing here?

104:15How will I ever live up to these people's standards?

104:19And eventually you grow up to realize that

104:26the way that, I grew up to realize that

104:29the way that other people perceived my work

104:31was very similar to the way that

104:33I perceived other people's work.

104:35As flawless.

104:35I knew all of the flaws in my work.

104:39I knew the limitations.

104:41I knew what I hadn't managed to achieve.

104:44And what I saw was maybe a third of the way

104:47of what I was trying to achieve.

104:48And I saw everything as flawed.

104:50What they saw, what I had achieved,

104:54they didn't see what I hadn't achieved.

104:55They only saw the one third down,

104:57which was pretty good in their eyes.

104:59So they all respected me.

105:00And I was feeling miserable about myself.

105:04I was like, I'm not worthy.

105:05And I think that this is a cognitive problem that we have.

105:11We kind of, it's kind of like when we're talking about

105:14artificial general intelligence, HEI,

105:17of sort of, we kind of have this definition

105:19that anything that machines can do is not intelligent

105:22and anything that they can't do is intelligent.

105:24Therefore, we narrow, narrow, narrow, narrow

105:26the field of what intelligence truly means.

105:27And as soon as machines achieve something,

105:29it's not intelligent anymore.

105:30I feel like I was doing the same thing with myself.

105:33As soon as I could solve something,

105:34it was the kind of thing that a kid like me could solve.

105:37And therefore it was kind of easy.

105:38But to the others, it seemed hard.

105:41- Yeah.

105:42- But to me, it seemed easy.

105:44So it was this kind of thing that everything

105:46that my colleagues were doing seemed impossible to me.

105:48But everything that I was doing seemed impossible to them.

105:51So it was that realization that sort of made me mature

105:55into sort of a, not more confident,

105:57but more comfortable human being.

105:59- Can you actually linger on that a little bit?

106:02I mean, you mentioned Minsky.

106:04I remember he said something in an interview

106:07where he said the secret to his,

106:10like the way he approached life

106:13was to never be happy with anything he did.

106:16So there's something powerful as a motivator

106:21to doing exactly what you're saying,

106:24which is everything you've achieved,

106:26to see that as easy and unimpressive.

106:28What do you do with that?

106:31Because clearly that's a useful thing.

106:34- I think I've kind of matured past that.

106:36And I think the maturity past that

106:38is to sort of accept what it is

106:41and accept that it has helped others build onto it

106:47and therefore advance human knowledge.

106:50So it's very easy to sort of fall into the trap of,

106:53oh, everything I've done is crap.

106:55What I told you last time is that I always tell my students

106:58that our best work is ahead of us.

107:01And I think that's more of my mindset.

107:04- That's a beautiful way to put it.

107:05- Exactly.

107:06- What we've done is strong.

107:08- It's great.

107:09It's great for the time

107:10and it'll become obsolete in 30 years.

§13Transcript · 1:47:12–1:55:56

107:12Not we can't, we are doing even better.

107:15- We're doing even better.

107:15- Exactly.

107:16So basically our next work, we'll just strive.

107:20And again, you can't let the perfect

107:22be the enemy of the good.

107:23At some point you have to wrap.

107:25I was having a meeting with my student yesterday

107:28and he was like, listen, we know this is not perfect

107:31but it's way better than anything

107:34that's ever been done before.

107:35You know how to improve it

107:37but if you try to, your paper is never gonna get published.

107:41So there's this balance of

107:45we're already at the top of the field, get it out.

107:50And then you work on the next improvement.

107:52And in my experience, this has never happened.

107:55We've never actually worked on the next improvement

107:57and that's okay.

107:57- Yeah, but it's a good way to think of it.

107:58- It didn't make a difference

108:00because you're basically putting a new stepping stone

108:03that others will be able to step on and surpass you.

108:06My advisor in grad school would basically tell me,

108:10Manolis, let others write the second paper in that field.

108:13Just write the first one, move on.

108:16Move on to the next field.

108:17You don't wanna be writing the second and the third

108:20and the fourth and the fifth paper in the same field.

108:22Just, and it's very shocking to a student to hear that

108:29'cause I was like, I was at the top of my game.

108:31I was owning that field and I published the first paper.

108:34I'm like, I'm ready for two and three and four.

108:35He's like, move on, just let it be.

108:38And I was like, whoa.

108:40And it's so liberating to sort of not have to

108:43surpass everyone but just put your little stepping stone

108:48out there and others will step on it

108:50and put their own stones further

108:51and eventually cross a bigger river

108:53than if you tried to sort of make a giant leap all at once.

108:57So you need both.

108:58- Beautifully put.

109:00So the funny thing is, I've, I believe I closed

109:05the previous episode with a Darwin quote about

109:07the power of poetry and music in life.

109:11I think your quote, and again, I only heard once,

109:14was Darwin basically saying,

109:16if I were to live life again,

109:18next time I would read more poetry

109:21and something about art every week or something like that.

109:24- Yeah, yeah.

109:25It's so interesting for somebody who studied life

109:30at a very cold, I would say, genetic level to say that,

109:33yeah, the highest form of living is the art.

109:38But like on that, which made me realize

109:42that you write poetry and I forced you

109:46or maybe convinced you somehow to maybe share

109:50if it's possible, if it's okay,

109:52some of the poetry you've written yourself in your life.

109:57- So again, being Greek, a lot of my poems

110:00have been pretty miserable.

110:01(both laughing)

110:03And I always like to say that it's very hard for me

110:06to write a poem when I'm happy.

110:07And I just have to be in a state of deep despair

110:12in order to write poems.

110:13But the first poem I ever wrote was in English class.

110:19I'm Greek, I grew up in Greece,

110:20but I was in a French high school

110:22and I was taking English as a foreign language.

110:24So the English teacher basically asked us

110:27to write a poem in English.

110:29So this is basically what I'm gonna embarrass myself

110:33and read from my 16-year-old self many, many years ago.

110:36- Can you give a little bit more context

110:38about who you were in this moment?

110:39So like just--

110:40- So here's what's really interesting.

110:43In terms of growing up, how do we grow up?

110:48It's very difficult to grow up

110:49if you're in the same school

110:52going from one class to the other

110:53and all your friends know you inside out.

110:55It's very difficult to change.

110:57It's very difficult to grow up

110:58because they have a certain set of expectations

111:00for who you are and for how you're gonna behave.

111:03So in many ways, we kind of tend to get set in our ways

111:07and not change very much.

111:09I think something that helped me grow up

111:11is that when I was 11 years old,

111:14I was a kid in Greece in primary school.

111:18When I was 12 years old, I was a kid in Greece

111:20in first year of high school.

111:23When I was 13, I was in France.

111:28So basically moved countries and schools.

111:31The next year, I moved schools again

111:33because it was a transition

111:34in the French educational system

111:35from one school to the next.

111:36The next year after that, my family moved to New York

111:39in a French high school there.

111:41And the next year after that, I'm moving to MIT.

111:43So basically between 11 and 19,

111:46every single year, I actually had the opportunity to grow.

111:50I was not held by people who knew me

111:53and I could reinvent myself or reshape myself

111:58or reshape my sort of personality, my emotions,

112:01as I was growing up,

112:03especially in such a transformative time of a kid's life

112:06from 11 to 17.

112:08- Okay, first of all, it's so powerful

112:10that you think of it that way.

112:11Did you think of it that way at the moment?

112:12'Cause it's kind of a source,

112:15you said an opportunity to grow,

112:17but it's kind of suffering.

112:18I mean, you're being torn away from the thing you know

112:21into a thing you don't know.

112:22- So when we moved from South France to New York,

112:26I was pissed.

112:27(Lex laughing)

112:28I was pissed.

112:29I was taking these long bike rides in the countryside,

112:33jumping in French swimming pools.

112:35And I had all these wonderful friendships

112:38going downtown and just staying by the fountains

112:41in the dim lit streets of Aix-en-Provence

112:44in the South of France.

112:45It was magical.

112:47And suddenly I moved to New York City,

112:49a city of cement, of ugliness,

112:53like trash in the streets at every corner.

112:55It's just horrible.

112:56Snow everywhere.

112:58Having never seen snow or like real snow in my life.

113:02I moved from Athens to South France to suddenly New York.

113:04So I was pissed.

113:05But whether I saw it as an opportunity for growth,

113:09I don't think so.

113:10I don't think that I was that self-reflective.

113:13It was just how it happened.

113:14- Only now do you see it this way.

113:15- I saw it like that probably pretty early on,

113:18but not during those transitions.

113:21So basically during those transitions,

113:22I was just a kid being a kid, you know?

113:25And maybe the time that I started seeing it that way

113:30was maybe when I decided to stay at MIT as a professor

113:35after having been there as a student.

113:37And I kind of saw the struggle of getting professors

113:42to not see you as a kid when they're your peers.

113:45And I was very flattered when one of my friends

113:50basically told me, "Oh, I remember you in recitation

113:52when you first asked me a question."

113:53I said, "Wow, this kid, I'll pay attention."

113:58(laughs)

113:59- One day you'll be a peer.

114:00- So it's, you know, certainly my perception

114:03was that many of them could not see me

114:05as anything but a kid,

114:06but it turns out that some of them saw me

114:09as something different than a kid even before

114:11I was actually their colleague.

114:13So it's kind of an interesting place

114:14because what I like to say about MIT

114:16is that people treat you as equal no matter what stage.

114:20And they respect you for what you say,

114:23not for who you are when you're saying it.

114:25And if I'm wrong, my students will tell me.

114:29They will have no reservation to just be bluntly,

114:32you know, sorry, I don't agree with that.

114:35- Yeah, I mean, the beautiful thing about you is,

114:40sorry to put it this way,

114:42is, you know, maybe people who weren't familiar

114:46with your work beforehand might think,

114:48like, might not realize that you're a world-class scientist

114:53who leads a large group and so on.

114:55'Cause there's a youthful nature to you that it's,

114:58I mean, you talk like an undergrad,

115:02you know, with the excitement and the fresh eyes

115:05and the sort of excitement about the world.

115:07And that's, first of all, super contagious.

115:09And beautiful, you know, it's easy to sort of fall

115:13into behaving seriously because then people kind of

115:18start putting you on a pedestal more

115:22into a position of power.

115:24You wanna sort of act like you're in a position of power

115:28as opposed to allowing yourself to be lost

115:30in just the curiosity, the childish view of the world,

115:35which is just this open-eyed love of knowledge.

115:38- And that was the transition that I was describing

115:40when I decided to go back to my rollerblades and T-shirt

115:43and baseball cap, basically.

115:45You know, when I met my first postdoc,

115:48it was basically, you know,

115:52he was interviewing for postdocs at MIT.

115:54He already had several first author papers to his name

115:56in top journals.

§14Transcript · 1:55:57–2:04:04

115:57And my friend, Yulia, basically introduced me to Alex Stark,

116:03who basically was interviewing at the time with Rick Young

116:05and with Eric Lander,

116:06just like these massive names in the field.

116:08And I was just a first year faculty person

116:11with, you know, zero credibility.

116:14And she basically says,

116:16"Oh, there's this friend of mine, Alex, who's visiting.

116:18"He's also German.

116:19"You know, he wanted to meet you."

116:20I'm like, "Oh, sounds great.

116:21"I'd love to talk science."

116:22I show up, we sit at the amphitheater in Stata.

116:25You know, I basically arrive in my rollerblades,

116:29you know, jump a few steps, sit down, wearing my blades.

116:33We're having this awesome conversation

116:35about science and about gene regulation

116:37and how the whole thing works and sort of,

116:39you know, my perspective and his perspective.

116:41And we're just bouncing ideas for 30 minutes.

116:42And then I just dash off to my next meeting.

116:45And he basically emails me afterwards.

116:48And I was giving him advice

116:49about how to interview with Eric Lander,

116:50how to interview with Rick Young,

116:51and how to sort of get a position with them.

116:54And then after a while, he emails me saying,

116:57"I would love to become a postdoc in your group."

116:59I'm like, "What? Are you kidding me?"

117:04So he basically didn't care

117:09that I wear rollerblades and T-shirt.

117:11All he cared about was my ideas

117:12and sort of embracing the me

117:15with the childhood excitement about science

117:19was basically what attracted him.

117:21It wasn't the, "Wow, this guy runs a big lab,"

117:23or this and that.

117:24It was just like, "I like his ideas.

117:26"I wanna work with him."

117:27(laughs)

117:28- That, by the way, folks, is the best of MIT.

117:31That's what MIT stands for.

117:32So that's a beautiful story.

117:34But take me back to the poem.

117:35(laughs)

117:36And where did this poem come from?

117:38- So now--

117:38- Where's your mindset?

117:39So who is the 17, 16-year-old kid, Manolis?

117:42- So again, I've just seen "Snow" for the first time.

117:47And I'm in New York. - Is this in New York?

117:49- This is in New York.

117:50So maybe that's where the sadness in the poem comes from.

117:54But anyway, we're asked in class to write an assignment.

117:56This is my third language.

117:58I'm not very good at it.

117:59So pardon me, but here's what I wrote.

118:02"Children dance now all in row,

118:05"Children laughing at the snow.

118:07"But in time's endless flow,

118:10"Children sooner or later grow.

118:12"Men are mortal, we go by.

118:15"If we know it, we may cry.

118:17"But I thought a love so sweet

118:19"Was immortal, was so deep.

118:21"There I told you, darling, sweet

118:23"That forever love would keep.

118:25"Blossomed spring and summer shined,

118:28"Then blue autumn, winter died.

118:31"One year passed, but the clouds

118:33"Still remember all our vows.

118:36"Never faked and never lied.

118:38"All we did was stare and smile.

118:41"All alone, sitting down

118:44"To the snow we made our vow.

118:45"But you told me you were right.

118:48"Birds who love are birds who cry.

118:51"Now with laughter children play,

118:55"Yet the sky is so gray.

118:58"Even if the snow seems bright,

119:01"Without you have lost their light.

119:03"Sun that sang and moon that smiled,

119:06"All the stars have ceased to shine.

119:08"All of nature drew its grace,

119:11"Found its light within your face.

119:12"Now you're gone and won't return.

119:15"Let the snow and my heart burn."

119:18(Lex laughing)

119:19- There's a Greek in there, that's beautiful.

119:21That's beautiful, by the way.

119:22And the rhyming, the musicality,

119:24there's both a simplicity--

119:27- I'm 16.

119:28- And a musicality to it.

119:29- I hate my third language.

119:31- No, no, no.

119:31But like, so I really enjoy like Robert Frost poems.

119:34I don't mean simplicity in a bad way,

119:36in a negative way at all.

119:37- Again, it's very weird to analyze your own poem,

119:39but I think it captures the simplicity of youth

119:42and the way that it kind of starts

119:43with "Children Dance La-On-La-Lo".

119:45It basically, and it kind of shows that

119:47snow can be interpreted first in the first verse

119:49as a happy thing, ta-da-da-da-da snow.

119:52And then in the end, you know,

119:54"Now with laughter children play."

119:57I'm like, now I've grown basically.

120:00It's this transformation that we're actually talking about.

120:02This whole men are mortal, we go by.

120:03I'm sort of, you know, you're saying,

120:05are you comfortable with growing old?

120:07I'm like, duh, I was since I was 16.

120:09- Yeah.

120:10- And what's really interesting is that, you know,

120:12again, when I was 12 years old

120:14in our summer house in Greece,

120:16I remember sort of telling my sister

120:18my outlook that I would have as a father

120:20for how to bring up my own kids.

120:22So it's very weird that I've always sort of seen

120:25the full path from, you know, a kid.

120:28- From when you were young.

120:30- Yeah, I don't know if you like this Jonny Mitchell song.

120:33"I've looked at clouds from both sides now,

120:35"from up and down and still somehow,

120:37"it's snow's illusions I recall."

120:39Or it's clouds illusions I recall,

120:42I really don't know clouds at all.

120:43So it's really beautiful.

120:45So I think the Jonny Mitchell song,

120:47which again, I heard for the first time

120:48much, much after this,

120:49and I wouldn't even compare this to that.

120:52But what Jonny Mitchell is saying that song

120:54is that you can see life from two perspectives.

120:58You can see the good or the bad

121:00in both, you know, in everything you see.

121:03And I think that's the allegory of snow right now.

121:05You can see snow as this bright, white, wonderful thing,

121:09or you can see snow as this miserable,

121:11you know, gray thing.

121:14So that's sort of,

121:15and what I like about the last verse now

121:16with Laughter Children Play

121:18is that it's a recall to the first one

121:20where I was the kid enjoying careless life

121:25and eventually was making promises

121:27that something would be forever.

121:28And I think part of that is also the loss

121:30of my friendships in France,

121:32of being in New York now and sort of everything's gray.

121:34And, you know, even though the snow seems bright

121:38without you have lost their light,

121:40sun that sang and moon that smiled.

121:41So it's this concept that if you lose your love,

121:46the same thing can be perceived in a very different way.

121:51- Let me ask you this,

121:53because somebody wrote me this long email,

121:55and I think you're the perfect person to ask this.

121:59- Uh-oh.

121:59- You mentioned love.

122:03From a genetic perspective,

122:08what is it?

122:11What do you make of love?

122:14Why do we humans fall in love?

122:16In your own life, why did you fall in love?

122:19You know, the email that was written to me

122:23was you always talk about mortality

122:27and fear of mortality,

122:28but you don't ask about love.

122:32So I don't know if there's some thoughts

122:35you could give about the role of love in your own life

122:40or the role of love in human life in general.

122:47- I think love in many ways defines my life.

122:51It's basically, I like to say that I'm a human first

122:54and a professor second.

122:56And I think this passion for life,

123:00this passion for everything around us,

123:03I mean, the only way to describe that is love.

123:06It's basically embracing your emotional self,

123:13embracing the non-brainiac in you,

123:22embracing the sort of intangible,

123:26not very well-defined.

123:30And even in my own research,

123:32I'm just very passionate about everything I do.

123:34There's a certain passion that comes through.

123:37And what, I'm sorry, again, being Greek,

123:40the etymology of the word passion.

123:41What was passion?

123:42Passion is suffering.

123:44The etymology, I mean,

123:47when we talk about the passion of the Christ,

123:48it's the suffering.

123:49And in the Greek version of that word, pathos,

123:53like pathology, pathos is deep suffering.

123:59It's the concept of someone who's sympathetic.

124:02Sympathetic means suffering together,

124:04experiencing emotions together.

§15Transcript · 2:04:07–2:10:47

124:07So it's funny that you're asking about love

124:09and I respond with passion,

124:11passion for life, passion for research,

124:13passion for my family, for my children, for, you know.

124:16So there's a certain passion that defines me

124:23and everything else follows

124:25rather than the other way around.

124:27I'm not first thinking with my brain,

124:29what is the most impactful paper we could write?

124:32And then going after that,

124:33I'm thinking with my heart, what am I passionate about?

124:35What drives me, what's just like, you know, makes me tick.

124:39- And that's a beautiful way to live,

124:41but I love it how the Greek part of you

124:43just kind of connects it to the suffering.

124:45So if you could remove the suffering.

124:47- No, no, no, no, no, no.

124:48When I say suffering,

124:50I don't mean suffering as in being miserable.

124:53I mean, suffering as in being emotionally invested

124:57in something.

124:58Remember, I mean, again, if you look at this poem,

125:00what is it saying?

125:01It's saying birds who love are birds who cry, right?

125:07- Yeah.

125:08- That's the very definition of love.

125:10Exposing your fragility.

125:12If you're not afraid of suffering,

125:15you don't fall in love.

125:17As soon as you hold back,

125:20you protect, you shield your heart,

125:21no love can enter.

125:24So there's this Simon and Garfunkel song.

125:27I am a rock.

125:29I am an island and a rock feels no pain

125:33and an island never cries.

125:37So again, there's some aspect of that into this poem.

125:40The fact that,

125:42but you told me,

125:46there I told you darling sweet

125:47that forever love would keep is this intermediate thing.

125:49And then there's a recall,

125:50but you told me you were right,

125:52birds who love are birds who cry.

125:53So it basically says that love is the fragility

125:57that you're willing to give to another person.

126:00It's opening up your vulnerable spots.

126:05It's sort of accepting that there's no safety net.

126:10You're just giving yourself fully

126:12and you're ready to be hurt.

126:14- So you've already been way too kind with your time,

126:18but I'm gonna force you to stay here

126:20just a few minutes longer.

126:21As we're talking about goodbyes,

126:24you have a really nice other poem here about goodbyes.

126:28Can I force you to read it as well?

126:30(laughing)

126:31- Oh, twist my arm, twist my arm.

126:34So the next poem was written

126:37specifically for our high school yearbook.

126:39So another poem written on demand.

126:42The rest of them are just so miserable

126:44written by pure sadness and melancholy.

126:48But this one was also written on demand.

126:50And it was basically saying goodbye,

126:54as is appropriate right now,

126:56to my friends and sort of, again,

126:58reflecting this whole journey

126:59and transformation through life.

127:01And also, I think showing a little bit of introspection

127:04about how we kind of had it easy in high school

127:07and we're about to go into rougher waters.

127:09So the title is actually "The Tidewaters"

127:12and it's an analogy on that.

127:14So here it goes.

127:16All this was another lake

127:20where some rest we sailors take.

127:23Water's calm and full of fish.

127:25We'll find there what we wish.

127:26Some seek fruit and others feast.

127:29Some of us just look for peace.

127:32Some find friendships, other love.

127:34Some seek both and neither have.

127:36We were different when we came.

127:38Each his own story and fame.

127:41Different people had we been.

127:43Different cultures had we seen.

127:44Different nature, different face.

127:47Each unlike all in this place.

127:49We had faced success, defeat,

127:52then in one lake came to meet.

127:54There, the orders that we followed

127:58and the pride that we swallowed

128:00made us one but not the same.

128:02Joined us strangers who there came.

128:05Sooner, later, groups were made.

128:09Tribes where differences will fade.

128:11Some attached, more or less.

128:14Others fought and made a mess.

128:16But again we have to go.

128:18What for? Where to? We don't know.

128:21Still we know it. We will try.

128:22There to rush, to flee, to fly.

128:25There'll be some who wish to stay

128:28but they'll carry on away.

128:29We will continue on our journey

128:32as we came here, strong yet lonely.

128:34From the lake a river flows,

128:37from the river many goals.

128:39On that river we will race.

128:40Each will try to find his pace.

128:42In that scene, the sailors face,

128:45their first fear, defeat, disgrace.

128:49Here and there comes out a face

128:51that the waters soon embrace.

128:54Some get lucky, find their way.

128:57Others sink beneath the waves.

129:00In this race we will part.

129:02Some will settle near the start.

129:05Some set goals beyond the stars

129:07'cause the river carries far.

129:09You should know in what we've done,

129:12the hard part is still to come.

129:14So I'll have to say goodbye.

129:17Don't you worry, I won't cry.

129:19Neither will they those who try

129:22till the end to keep their pride.

129:26But please know, dearest friends,

129:28who are always there to mend,

129:30I will always need your hand.

129:32I will miss you till the end.

129:34- I don't think there's a better way to end it.

129:37Manolis, like I said last time,

129:41you're one of the most special people at MIT,

129:43one of the most special people in Boston

129:47and whatever mental force field

129:49that you're applying in saying

129:51that Boston is the best city in the world,

129:54MIT the best university in the world,

129:56you're actually making it happen.

129:57So thank you so much for talking to me.

129:58It's a huge honor.

129:59- Thank you so much.

130:00It's been a pleasure.

130:01- Thanks for listening to this conversation

130:03with Manolis Kellis and thank you to our sponsors,

130:06Public Goods, Magic Spoon and ExpressVPN.

130:09Please check out these sponsors in the description

130:12to get a discount and to support this podcast.

130:15If you enjoy this thing, subscribe on YouTube,

130:18review the Five Stars on Apple Podcast,

130:20follow on Spotify, support on Patreon

130:22or connect with me on Twitter @LexFriedman.

130:26And now let me leave you with some words

130:29from another well-known Greek,

130:31Alexander III of Macedonia,

130:33commonly known as Alexander the Great.

130:35"There is nothing impossible to him who will try."

130:39Thank you for listening and hope to see you next time.

130:43(upbeat music)

130:45(upbeat music)

130:45(upbeat music)

130:46(upbeat music)

130:46(upbeat music)

130:47(upbeat music)

— 读到这里,多懂一点。 —