The Shintaro Higashi Show - What Is a PhD?
Episode Date: December 9, 2024In this episode, Peter and Shintaro shift gears from grappling to dive into Peter’s current main focus: earning a PhD. They explore what it means to pursue a PhD, the challenges faced by doctoral st...udents, and how this journey parallels competition in sports like judo. Using vivid analogies and insights, they discuss the structure of PhD programs, the peer review process, and the impact of publishing research. Whether you’re curious about academia or intrigued by its connections to grappling, this episode offers a fascinating look at the life of a PhD student and the pursuit of independent research. (00:00:00) Introduction (00:01:48) The Role of a PhD Student (00:03:25) Universities as Dojos (00:04:25) Publishing Papers as Competitions (00:06:04) Master's Degrees vs. PhDs (00:08:40) Understanding Peer Review (00:20:30) PhD Program Milestones (00:23:37) Completing the PhD and Next Steps (00:27:31) Critiquing Published Papers If you're in business, then you have customer churn. Whether you're building a startup, growing a mom & pop shop, or operating in a fortune 500 powerhouse, Hakuin.ai measures, predicts, and improves your customer retention. https://hakuin.ai
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                                         during the peer review, so the reviewers don't know the identity of the authors, right?
                                         
                                         Oh, okay, so that paper has been through the peer reviewed system,
                                         
                                         and it has to go through that in order to be published.
                                         
                                         Published into a journal or a conference, yeah.
                                         
                                         All these published papers are peer reviewed.
                                         
                                         You can get a wild card to the Olympics from an unknown country kind of a thing, you know?
                                         
                                         Yeah, but not going to win a medal.
                                         
                                         Yeah, that's true.
                                         
    
                                         That's the thing, getting it published is almost winning some kind of prize in a competition.
                                         
                                         Hello and welcome back to the Shintaro Higashi Show with Peter Yoo.
                                         
                                         We're going to take a different approach today.
                                         
                                         We're going to talk about a PhD., we're gonna relate it to grappling somehow.
                                         
                                         But everyone has been asking, hey, can you make Peter talk more?
                                         
                                         People request it to be Shintaro Higashi show with Peter Yu and have Peter Yu in the logo. Peter's very popular.
                                         
                                         So let's do it. Let's talk about a PhD. This is take two actually because Peter was...
                                         
                                         I was like nervous, man. Like I said was nervous man. I think the motivation is that I really appreciate your support.
                                         
    
                                         People wanted to hear from you. And also there's some like a changing demographic in the grappling world.
                                         
                                         Where I noticed that when I started back in like 15 years, not a lot of tech people in this field, you know, in this area.
                                         
                                         Now I realize that a lot of software engineers are getting into this and you know especially in
                                         
                                         BJJ it's kind of more they take it as a more cerebral thing so maybe I was like maybe I could
                                         
                                         take this opportunity to kind of tell people what I do every day and then kind of make it
                                         
                                         relative to grappling so hopefully that
                                         
                                         will be interesting to you guys yeah
                                         
                                         alright so here's an idea you ready yeah
                                         
    
                                         I'm gonna make an analogy yeah there's
                                         
                                         theoretical physics and experimental
                                         
                                         physics competition judo players versus
                                         
                                         the bureaucratic here's my knowledge
                                         
                                         here's my the bureaucratic like the
                                         
                                         paperwork guys who just kind of talk about the, and then they do CADA and they're in it and they're teachers, right?
                                         
                                         So there's like a competition route and a non-competition route kind of. So if you were to kind of make an this episode that's what I was trying to explain as so I wouldn't kind of I wouldn't even
                                         
                                         distinguish like between them like fifth theoretical physics or experimental
                                         
    
                                         physics is like that I think PhD students PhD candidates are the athletes
                                         
                                         and theoretical physics, computer
                                         
                                         science, all these different fields are different sports in
                                         
                                         a way.
                                         
                                         Ooh, that's interesting.
                                         
                                         Interesting.
                                         
                                         And there's some cross pollination, obviously,
                                         
                                         interdisciplinary studies and whatever.
                                         
    
                                         But those are-
                                         
                                         You gotta do math.
                                         
                                         Yeah, exactly.
                                         
                                         So those are different sports though, with different rules,
                                         
                                         different expectations.
                                         
                                         different sports though with different rules, different expectations. And then a lab is more like a team headed by the professor, the coach, the manager. And then underneath
                                         
                                         the coach, they might have some post-docs, they'll be kind of like the assistant coaches.
                                         
                                         They just compete at the Olympics and they're like, oh, I don't have, I don't know what
                                         
    
                                         to do.
                                         
                                         So my dojo is a university.
                                         
                                         It's I think your dojo is more like a university that focuses on undergrad education.
                                         
                                         Excuse me?
                                         
                                         Undergrad education, which is just as important, I'm saying.
                                         
                                         Yeah, if you start focusing on actual producing like competitors hmm that's more like
                                         
                                         the graduate school I think you know what I mean that's how I see so so but if
                                         
                                         I have a pot of guys training with me after practice wouldn't that be sort of
                                         
    
                                         oh then you're yeah yeah then you'll be a university with a graduate school yeah
                                         
                                         I like that subtle put down like I, so I went to a I went to a
                                         
                                         Tier 3 community college
                                         
                                         Thanks for that Peter
                                         
                                         You are an R1 institution
                                         
                                         that focuses more on the undergraduate
                                         
                                         education which is
                                         
                                         what my alma mater is. Princeton
                                         
    
                                         is known for their undergraduate
                                         
                                         Oh, you went to Princeton? I didn't know that
                                         
                                         I don't think anyone knew that
                                         
                                         You slipped that one in there But yeah't know that I know I don't think anyone do that yeah there you go you slip that one in there okay but but yeah so that's how
                                         
                                         obvious it experimental physics is and then theoretical physics they kind of
                                         
                                         play different sports with different rules and then what is the sport they
                                         
                                         play where what's the competition is the journals it's the conferences though and
                                         
                                         you score your medals are basically publishing your
                                         
    
                                         paper interesting and then is the Nobel Peace Prize the Olympics peace prize
                                         
                                         yeah I mean that's like a different sport right yeah noble it depends for
                                         
                                         example for math there's no Nobel Prize for math sure fields medal and like
                                         
                                         touring awards is for computer science so they are there there's some like but they're not really like Olympic medals because they're more
                                         
                                         like honorary yeah because usually they go to like more well-known researchers
                                         
                                         who have made that I guess they'll be more like your like red right red belts
                                         
                                         I think okay all right so PhD a lot of people don't know what it is. Yeah.
                                         
                                         So the book definition is the doctor of philosophy and then philosophy refers to the original Greek meaning which means love of wisdom, the pursuit of knowledge. So, but at the
                                         
    
                                         end of the day, you are, you're, it's an apprenticeship program to become a researcher, that means like independent researcher, so a person who can formulate their own problem and then kind of solve that problem and then convince your peers, others, that your research is valuable you know I love that I love
                                         
                                         that because yes when you're in a master's degree you know you're at a
                                         
                                         higher level of understanding if you're getting a master's in like let's just
                                         
                                         say like I want to stern for my MBA right you get no you went to stern I
                                         
                                         want to start I'll try about that I'll tell you but you're really just reading
                                         
                                         texts answering questions doing case studies and you're kind of just following the syllabus yeah you're not
                                         
                                         really coming up with your own ideas you're just studying all the people's
                                         
                                         ideas all the people's yeah literature and then trying to solve problems the
                                         
    
                                         way and there's a solution to it already somebody already solved it you're doing
                                         
                                         it right yeah it's kind of like just going to dojo and learning from a
                                         
                                         teacher that exactly I mean that's kind of a good analogy so a master degree's degree would be more about actually learning the art.
                                         
                                         But I think once you start competing, you can kind of say that you're getting a PhD actually.
                                         
                                         Because that's when you need to come up with your own solution and you're adding to this body of knowledge.
                                         
                                         Yeah, there you go. That's the main thing. You're trying to specialize in something.
                                         
                                         Maybe I specialize in the wazza transitions from top to bottom like Kanto right he wasn't he
                                         
                                         didn't learn all that stuff from somebody he's adding to the body of
                                         
    
                                         knowledge of Judo that existed before and he has an entire system Flavio Kanto
                                         
                                         right right top to bottom the ground stand into ground transitions and now
                                         
                                         there's a whole section of people who study that specific thing.
                                         
                                         Yeah. And that's, there was this piece dissertation in judo, I mean, and then
                                         
                                         you, you, and then the last piece is that you have to prove that it's, it works, right? And you have
                                         
                                         to convince your peer. So in Flavio Canto did that by competing at the highest levels and getting results and so
                                         
                                         of course I'm not everyone I'm me including like not every PhD student is going to make like
                                         
                                         groundbreaking discoveries you know and but the and just like not all judo athletes will medal
                                         
    
                                         And just like not all judo athletes will medal at the highest levels, but in a way in their own specific
                                         
                                         specialties, they make some contribution and then you know, and then also so after you get the PhD, if you're a PhD, that means that
                                         
                                         you've proved to your peers like your other PhDs in your field that you are capable of conducting independent research. As just as like if you medal at an international like prestigious
                                         
                                         judo competition, you've proved yourself to be a competent judo player who can add your own
                                         
                                         flavor to it. Let me ask a question. Yeah. So if I go to PubMed and look up research on certain things,
                                         
                                         like for instance, I would look up the study of,
                                         
                                         not because I'm on anything or anything like that,
                                         
                                         but I was looking at the link between testosterone
                                         
    
                                         and heart arrhythmias.
                                         
                                         And there's all these research papers that come up.
                                         
                                         Yeah, yeah, yeah.
                                         
                                         If someone's a PhD student doing that thing,
                                         
                                         is that
                                         
                                         ranked lower than people who are established or if that comes from a much
                                         
                                         more prestigious university as opposed to or is it like everything there is
                                         
                                         even playing level so everything that's relevant will pop up to the top so
                                         
    
                                         that's a good question like you're basically asking what which paper is
                                         
                                         better than the other in some sense and more credible, right?
                                         
                                         Kind of because I know yes bigger population size whatever it is. Yeah, I get all that like which one shows up at the top versus
                                         
                                         so I don't know the pop med system, but usually
                                         
                                         so
                                         
                                         so there are a lot of questions in here, but let's go with the if the paper written by PhD students
                                         
                                         For so like at their level you have to understand
                                         
                                         the
                                         
    
                                         Actual research of like the pipettes and the writing code and it's done by the PhD students the actual competition
                                         
                                         Just like in judo and BJJ the competitors actually, not the coach. Right? Yeah, true.
                                         
                                         The coach, the coach's name is on the paper or the PI, principal investigator, the professor,
                                         
                                         the advisor, his name's on it because they help the students or the athletes actually
                                         
                                         do the work.
                                         
                                         Right?
                                         
                                         So you have to understand most of the scientific
                                         
                                         research is produced and conducted by the PhD students. Okay so got it.
                                         
    
                                         Alright so who's the most published person in your field? In my specific
                                         
                                         field, oh there's a professor named Yejin Choi. She's a Korean lady. She's a
                                         
                                         professor at University of Washington. She's very well known. So that kind of a celebrity in my own specific field.
                                         
                                         Okay, so how many papers does she publish?
                                         
                                         I don't even know, man. So usually they count by how many citations you get.
                                         
                                         How many times people have cited your work to build upon.
                                         
                                         Is it risky though if one of the things that she did was not true
                                         
                                         and everyone kept citing to it and then all of a sudden you're building your
                                         
    
                                         ideas on something that's not real? I mean that's just the nature of it so I think one thing you have to
                                         
                                         understand and I think I want to also dedicate another episode to this peer
                                         
                                         review system but it's just like the competition too, judo competition.
                                         
                                         There's one meta that works so well for a while.
                                         
                                         Yeah, yeah, it does, yeah.
                                         
                                         And then sometimes someone else comes and says,
                                         
                                         hey, that meta is actually shit.
                                         
                                         Let me show you how.
                                         
    
                                         That's the exact scenario that you just described.
                                         
                                         Yes, I'm not gonna go into details about hard work,
                                         
                                         but there's some assumptions that have been made in our field that have been shattered like that.
                                         
                                         It's more of like a science doesn't happen like in linear fashion. It's more like this marketplace, just like a competition.
                                         
                                         So how much more is it important for you to get to us well-cited professor than as opposed to like a nobody at like a B-tier university as a PhD student yeah it's like if you went to her and then did your research on the
                                         
                                         her versus if you went to I don't know pick a university that no one knows like
                                         
                                         would your paper still be visible yeah that's the same about so the peer review
                                         
                                         system when you publish it's double-blinded so they don't know who
                                         
    
                                         you are you don't know who the reviewers are so that kind of prevents that problem so when you
                                         
                                         don't know where this paper comes from oh really yeah I mean that's that's but
                                         
                                         you could see who funded it though no nothing you can't you can't have any
                                         
                                         kind of information that can identify so I looked up I read a article yeah research paper on
                                         
                                         on CIA
                                         
                                         Because watch I'll try to study for science because they were claiming that
                                         
                                         Cialis prevents estrogen aromatization right so oh, it's good for you, and then I was looking at it. I'm like oh
                                         
                                         Yeah, more than 10,000 participants you know blah blah
                                         
    
                                         blah funded by you know the Cialis company yeah I think Sanofi or something right so but
                                         
                                         that kind of so proves your thing wrong no during the peer review so that people read the reviewers
                                         
                                         don't know the identity of the uh authors right oh okay so that paper has been through the peer
                                         
                                         reviewed system yeah and
                                         
                                         it has to go through that in order to be published published into a journal or a
                                         
                                         conference yeah all these published papers are peer-reviewed you can write so you went through that
                                         
                                         thing and then that's the thing does it so does it does the fact that it was
                                         
                                         funded by the company make it it a little sus, yes.
                                         
    
                                         But does it mean that the paper itself was bad? No.
                                         
                                         Just like Russian athletes doing Russian judo are funded by some oligarchs or something and they say bad?
                                         
                                         Not necessarily. That doesn't mean that the athletes' prowess in judo is bad.
                                         
                                         Alright, so let me get this straight. This
                                         
                                         study was done by this company. It gets done. There's a paper that says
                                         
                                         yes if you take Cialis it helps with estrogen or emulsification. It goes to a
                                         
                                         peer-review period before it gets to me? Yeah. Yeah. All right. So how long is that period? It depends. So I'm assuming,
                                         
                                         so this is on the medical side of things. I am only tangentially familiar because my wife
                                         
    
                                         did some clinical medical research as a doctor, but medical papers I usually go publish in
                                         
                                         journals and journals you basically send it in every month you can send it
                                         
                                         on something the editors and the reviewer will assign reviewers to this
                                         
                                         double blinded and they'll say either reject it, accept with revisions or
                                         
                                         accept outright right if it's accepted revision you have to make the revisions
                                         
                                         before they get published into a journal rejected. You can't you gotta
                                         
                                         Do something else. So how many people review this thing? I don't know
                                         
                                         So in my field you usually get three reviewers
                                         
    
                                         Now if they're score, I don't know about the medical field. It's a field defender very sports You know who's reviewing your stuff. No, that's that's what it means to be double-blinded
                                         
                                         You don't you never know who's reviewing your stuff? No, that's what it means to be double-blinded.
                                         
                                         You never know who your reviewers are.
                                         
                                         But they are experts in their...
                                         
                                         But you have to review other people's stuff too?
                                         
                                         I do review other...
                                         
                                         How often?
                                         
                                         It's kind of voluntary based, but...
                                         
    
                                         Oh, that's...
                                         
                                         I thought you had to do that to get a PhD.
                                         
                                         Oh, I mean, you do, because when you publish to do that to get a PhD. Oh, I mean you you do because when you publish now
                                         
                                         There's so much volume. No, it's very field dependent in my field because there's so many new papers that come in
                                         
                                         when you submit to a
                                         
                                         Conference you have to review other papers or you know
                                         
                                         My field is run by run through conferences conferences are more prestigious than journals feel, because there are a lot of reasons. But yeah, so like, there's some people who
                                         
                                         argue that reviewers should be paid, but I think they also introduced some other
                                         
    
                                         stuff. But yeah, so at the end of the day, if you see if, if a research paper trickles
                                         
                                         down to the zeitgeist, like a lay person, it's thoroughly reviewed.
                                         
                                         There are probably other papers that criticize it.
                                         
                                         Yeah, it's like it's gone through the competition circuit basically.
                                         
                                         That's like a result.
                                         
                                         And then it's double blinded.
                                         
                                         No one knows.
                                         
                                         Yeah, that's the whole thing.
                                         
    
                                         You don't know who wrote this.
                                         
                                         You don't know who's going to...
                                         
                                         Are there papers that are just useless? so you can put it on what they call a pre-print
                                         
                                         meaning that's not been pre-reviewed it just has less credibility it's kind of
                                         
                                         like oh I won a medal in my local judo gym tournament. my father was part of a
                                         
                                         research I told you this right right? Oh yeah, with the...
                                         
                                         Yeah, with the Tokyo University. Tokyo University, one of the most prestigious universities way back then.
                                         
                                         And my father had this theory like, all right, the more you could
                                         
    
                                         push your hand into someone's scapula, your scapular mobility has a direct correlation to athletic ability.
                                         
                                         So the more you could stick your hands into someone's scapula, right?
                                         
                                         And they measured the length of how, right?
                                         
                                         The, the better you are an athlete, you know, so he had this idea.
                                         
                                         And obviously I was like, that's the dumbest theory I've ever heard.
                                         
                                         What was the result?
                                         
                                         And he was like, there's no correlation.
                                         
                                         So can you come up with a bunch of these like, and can you get that published?
                                         
    
                                         It's not probably, it's not even a useful paper. So
                                         
                                         There that's what they call a negative negative results. Yeah, so it it is a little harder to
                                         
                                         I'll say a lot harder to publish negative results because I was wondering like why don't you just do a lot of negative results? Like yeah, you know say it's not
                                         
                                         So it's like a something do you want to it so for example in
                                         
                                         mathematics negative results are also more it's minus and carries more weight
                                         
                                         because you can actually logically prove that this is impossible right but in
                                         
                                         more empirical fields like mine or your father's idea just because you couldn't
                                         
                                         prove that correlation doesn't mean that it doesn't exist maybe your father's idea, just because you couldn't prove that correlation
                                         
    
                                         doesn't mean that it doesn't exist.
                                         
                                         Maybe your dad's experiment was just designed wrong.
                                         
                                         So it's hard to convince,
                                         
                                         get that through the peer review system,
                                         
                                         because as a reviewer, I'll question that.
                                         
                                         I was like, you probably,
                                         
                                         I think your design was flawed, you know?
                                         
                                         Yeah, I think it was like measuring running, jumping.
                                         
    
                                         Yeah, I think I'll be like, yeah, maybe the, the regression analysis or something. Yeah.
                                         
                                         And then the doubt, I would argue that the definition of what a good athlete is pretty
                                         
                                         broad. So I think maybe that's where he failed. You get this kind of feedback. And then if
                                         
                                         it gets rejected, you can go back and then kind of kind of feedback and then if you get rejected you can go
                                         
                                         back and then kind of redo your experiments and then make it stronger so
                                         
                                         if I were theory right now let's just say eating peanut butter makes you
                                         
                                         stronger ah I could design a study and then freaking run this and then get it
                                         
                                         published and I could be a freaking guy yeah you could but and but here's the
                                         
    
                                         thing going back to the judo BJJ analogy, you're just saying, can a random dude train and have a come-up with a crazy meta, like unheard of, train it for a bit and then make it to the like win a medal in the international circuit?
                                         
                                         What do you think? What do you say to that?
                                         
                                         You're doing Jiu-Jitsu? like win a medal in the international circuit. What do you think? What do you say to that?
                                         
                                         Yeah, because it's a newer field that happens in the science and other
                                         
                                         disciplines too. If it's a new field, you could do that.
                                         
                                         But that's the thing like
                                         
                                         wouldn't you need a team to train?
                                         
                                         You could get a wild card to the Olympics from an unknown country kind of a thing, you know? Yeah, but not gonna win a medal. Yeah, that's true.
                                         
    
                                         That's the thing is that getting it published is almost winning some kind of prize in a competition.
                                         
                                         So what is the good number of publishings?
                                         
                                         It depends on the field. Like my field, like for my field the dissertation usually
                                         
                                         has like three to four separate papers
                                         
                                         kind of grouped in together. So you have a proposal review December 9th. Yeah I do. So when that
                                         
                                         happens, what is the process, where in the process is that a proposal? I could go through that. So
                                         
                                         is that a proposal? I could go through that. So I say so PhD is so widely different from field to field, but it generally follows this trend. So in
                                         
                                         America, Europe has a different system, slightly different, but in America the
                                         
    
                                         first two years you take classes while you're kind of formulating your own research ideas like small
                                         
                                         projects so that's and then and then at the end of this two-year mark you should
                                         
                                         take what they call qualification exams quals and then that depends the format
                                         
                                         is different from field to field I just had to present my own research was the
                                         
                                         coursework difficult more so than the masters? No, I think the masters
                                         
                                         coursework is a lot more difficult than the PhD because as a PhD student that's not your goal.
                                         
                                         You just graduate level PhD courses are a lot lighter on the actual work because they're there
                                         
                                         to kind of just you it's assumed that you are already self-motivated to study. So what they do
                                         
    
                                         a lot of the PhD courses are designed to kind of show you different areas.
                                         
                                         Hey, there's some research in this area, that area.
                                         
                                         Why don't you go and look it up yourself kind of thing.
                                         
                                         Interesting.
                                         
                                         And then the term mastering out is
                                         
                                         when you drop out of a PhD, just take a master's degree?
                                         
                                         So in the typical American program,
                                         
                                         you get a master's as a part of the PhD.
                                         
    
                                         So when you pass the quals, or if you fail, you still get a master's because you took all the master's courses, right?
                                         
                                         So mastering out means that you decide to quit before you're getting the PhD for a variety of reasons.
                                         
                                         Maybe you didn't pass the quals, you you get multiple tries but you just didn't work or
                                         
                                         just you didn't vibe with the advisor which is very important. Like it's kind of like
                                         
                                         your coach, it's not working out with your coach. You can't compete and train. You know it's like same thing. So then usually you propose your dissertation. Like basically saying hey this is what I'm this is the
                                         
                                         new research I'm gonna do basically you're kind of declaring that I'm gonna
                                         
                                         win I'm gonna go to this competition and win a medal kind of thing this is my
                                         
                                         goal and then you after that you do your research and then you at the end defend
                                         
    
                                         your thesis in front of the committee
                                         
                                         Your thesis committee, which is which comprises of your advisor and other professors who are familiar with your
                                         
                                         Research. Yeah, that's like once you pass that then it's not that's not really a competition because it's not double-winded anymore
                                         
                                         Right. Yeah, so that's more, hey, you're a good athlete.
                                         
                                         It's like, as a community, your peers recognize
                                         
                                         that you have the ability to conduct own research,
                                         
                                         meaning you can compete at the highest level.
                                         
                                         So, okay, so you get the PhD.
                                         
    
                                         Let's say you pass, right?
                                         
                                         Everybody's like, all right, you're good.
                                         
                                         You get your cap and gown mm-hmm
                                         
                                         that's it right so okay so let's say you get accepted here that's over you have a
                                         
                                         PhD so yeah my proposal is accepted and I to the research the last bit of it and
                                         
                                         then I defend at the end and yeah that's I'm I'm a doctor then after what is that
                                         
                                         gonna happen you think my call is to do it in like May next year. And then usually that's like my five-year mark and then that's
                                         
                                         There's some funding issues. So that's I get my school guarantees five years of funding
                                         
    
                                         After that, I have to get my own money like somehow like or my advisor has to raise money
                                         
                                         So that's another thing like it's almost it's a team and also a lab is a team and also like a little startup run by. So the advisors primary job is to
                                         
                                         actually raise money. Yeah. Okay so now you're done with the PhD right? Yeah. Are
                                         
                                         you gonna keep making writing more papers or not? So there are multiple
                                         
                                         routes usually depending on the field. So the PhD was actually you know the
                                         
                                         primary goal is to train independent researchers meaning they will go become professors right.
                                         
                                         But the economic reality is that professorship is not it's very hard. There are not that many
                                         
                                         openings and it's very competitive and
                                         
    
                                         the one fortunate thing about my field that there's a lot more money outside of
                                         
                                         academia. So I mean that was always my plan anyway. I'm gonna go get a job in
                                         
                                         industry. So you're gonna be a dirty capitalist. Out of all like the self-righteous,
                                         
                                         do the right thing for the world and the body of knowledge and
                                         
                                         you're gonna go out there and be yeah just some just some uh cognitive machine you know you know
                                         
                                         the hypocrisy peter the hypocrisy i i i would say i would never want i never intended to become a
                                         
                                         professor i'll say that you know what this reminds me of? What? When we were doing, when the peak of COVID,
                                         
                                         you know, you're like, mask up, you were like a mask police, do this, do that, be on the
                                         
    
                                         right side of history. Guys, I'm going to do a wedding, you know,
                                         
                                         the peak of COVID, guys, it's going to be socially distant and all that.
                                         
                                         I follow all the regulations. I mean, yeah, that was such a strange time, wasn't it?
                                         
                                         Yeah, guess what?
                                         
                                         Now all the things that I was spewing back then are true now.
                                         
                                         What things like what?
                                         
                                         Don't get me started.
                                         
                                         I think that's that kind of goes back to I think a lot of people were confused during
                                         
    
                                         COVID because it was such an extraordinary time that science, you kind of saw the raw side of science, I think, back then.
                                         
                                         Because it was such a novel thing that, I mean, that's usually what happens.
                                         
                                         If you're a researcher, the confusion and then what's right, what works, no one knows.
                                         
                                         That's kind of like where I live.
                                         
                                         Let me say something about that, okay? not the usual nonsense that I'm spewing but based on our conversation today
                                         
                                         Yeah in that short amount of time. There's not enough time for peer review this and that
                                         
                                         You can peer review during that time. I mean, it's a couple you can publish that
                                         
                                         Okay, March comes out March bump. Oh my god. There's this thing
                                         
    
                                         It's March 2020 by the time like three months come like in three months
                                         
                                         Like you could have all these new papers that have been peer reviewed that have been through the process and all this stuff
                                         
                                         But the peer review doesn't mean that it's true. The peer review means that they they have a hypothesis
                                         
                                         They conducted the right research to support that hypothesis. It's of good quality
                                         
                                         Okay, so the process you really really reviewing the process as opposed to like... Reviewing the process, yeah.
                                         
                                         Alright, so when do you try to poke holes in it and be like the thing is not true?
                                         
                                         Like when do people circle that?
                                         
                                         So a lot of the faulty methodologies are filtered out during the...
                                         
    
                                         Peer review is not perfect obviously, but a lot of bad papers so to speak are filtered out once
                                         
                                         published then the real match starts that people will publish responses to it science is more like
                                         
                                         a market it's like a competition always people trying to poke holes so that's why during covid
                                         
                                         it's such a novel thing it was developing so fast that the usual scientific
                                         
                                         process was just not fast enough. So they just defaulted to what we knew, which was the Spanish
                                         
                                         flu. A lot of the assumptions about COVID were made based on Spanish flu, which were not all correct.
                                         
                                         COVID is a different virus. So that's why there was a lot of confusion in implementing new rules.
                                         
                                         People are just trying to do the safest thing based on the knowledge at that time.
                                         
    
                                         We'll do a whole separate episode about that.
                                         
                                         The PR review.
                                         
                                         That'll be fun. You could even say COVID on the internet back in the day. Yeah, it's because it was like, I think a lot of people were scared by the uncertainty. But that's
                                         
                                         kind of how it is in science. Like, I think the biggest pain point, the biggest challenge of a PhD
                                         
                                         is how to handle uncertainty. I really it's really it's taxing on your mind.
                                         
                                         I it really it's really it's taxing on your mind some people revel in it but I I really struggle with it uncertainty interesting you just don't know I mean
                                         
                                         that's the whole thing right you just don't know what's gonna work yeah
                                         
                                         speaking of tech can we talk about churn oh yes churn so if you're in business
                                         
    
                                         then you have customer churn don't you have customer churn. So if you're in business, then you have customer churn.
                                         
                                         Don't you have customer churn, Shinaro?
                                         
                                         All the time, all the time.
                                         
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                                         growing a mom and pop shop, or maybe a dojo,
                                         
                                         or operating in a Fortune 500 powerhouse,
                                         
                                         Hakuin.ai measures, predicts,
                                         
                                         and improves your customer retention.
                                         
    
                                         Link in description, H-A-K-U-I-N.A-I. It's from our dear friend Drew. And he's one of our sponsors for the
                                         
                                         podcast. Thank you also to Jason. Thank you also to Levan, Judo TV, Discount
                                         
                                         Coach Chintaro, Higashi Brand and Fuji Sports. Thank you guys so much for your
                                         
                                         continued support. Please leave it in the comments whether you or not you liked the PhD discussion so different so different but I like I
                                         
                                         learned a lot today just now you know I learned a lot you know this is very
                                         
                                         interesting maybe it could be like a segment that we do yeah if people like
                                         
                                         it and you know I can talk about the aspects of conducting research and maybe
                                         
                                         I can comment on some tech stuff you you know, you know, and and
                                         
    
                                         But yeah, all in all I think one yeah, like I said like science is very messy
                                         
                                         very distributed like
                                         
                                         Everyone has all the incentive to like poke holes at each other just like judo BJJ competitions
                                         
                                         You know, I think that's kind of like what I wanted to tell you and
                                         
                                         Be nice to your
                                         
                                         Friends who are doing their PhDs. It's a it's a it's a tough job tough for it is for sure
                                         
                                         All right
                                         
                                         Yeah, all right. Thank you. Thank you. We'll see you guys in the next episode.
                                         
