Four Ways of Thinking: Statistical, Interactive, Chaotic and Complex - David Sumpter

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  • เผยแพร่เมื่อ 3 ต.ค. 2023
  • Mathematics is about finding better ways of reasoning. But for many applied mathematicians, the primary mission is to shape their minds in a way that gets them closer to the truth. The calculations are secondary, the real question is: how we can better understand the world around us?
    In this Oxford Mathematics Public Lecture, David takes us on a journey through applied mathematics from statistics all the way to complexity theory, lifting examples from his work with football clubs - signing the best players (statistical thinking) or organising an attack (complex thinking) - and from every day life - bickering less with our partners (interactive thinking) and learning to let go (chaotic thinking). David reimagines applied mathematics as a set of tools for life, from big work decisions to how we treat our friends, family and work colleagues. No problem is too big or too small for a mathematical solution.
    Professor David Sumpter is author of five books including Soccermatics (2016), Outnumbered (2018) and Four Ways of Thinking (2023). His research covers everything from the inner workings of fish schools and ant colonies, through social psychology and segregation in society, to machine learning and artificial intelligence.

ความคิดเห็น • 280

  • @ChronicleContent
    @ChronicleContent 6 หลายเดือนก่อน +143

    Timestamps:
    0:00:02 - Introduction to talk on applied mathematics and thinking styles.
    0:03:03 - Ronald Fisher's life and work at Cambridge University.
    0:05:57 - Testing if milk affects tea taste with experiments.
    0:08:42 - Designing experiments using combinatorics.
    0:11:31 - Gary Neville statistic measures player performance after conceding a goal.
    0:14:17 - Statistics used to rank top players, limitations of measurement.
    0:17:00 - Explaining the limitations of statistics in 10 words.
    0:19:46 - Eugenics, smoking, and misuse of statistics.
    0:22:25 - Context matters in statistical significance and causation.
    0:25:13 - Balanced chemical reactions and ecological models explained with math.
    0:27:46 - Mathematical modeling of foxes and rabbits.
    0:30:32 - Analysis of applause and social recovery in groups.
    0:33:12 - Human behavior equation: non-smiling person + 2 smiley people = 3 smiley people.
    0:35:55 - Using physics-based models to scout football players.
    0:38:51 - Introduction to chaos theory and Margaret Hamilton.
    0:41:29 - Weather simulation error due to decimal input mistake.
    0:44:05 - Generating divergent numbers through a simple process.
    0:47:06 - Chaos, Margaret Hamilton, and the importance of control.
    0:49:55 - Finding balance between order and chaos in life.
    0:52:33 - Simple rules create complex patterns in simulations.
    0:55:21 - Capturing complexity in science through detailed descriptions.
    Follow me for more AI

    • @oosmanbeekawoo
      @oosmanbeekawoo 16 วันที่ผ่านมา

      His lecture is not really about ‘ways of thinking’ but mainly arguments to solve certain problems using techniques he expects his audience to know.
      Always the British Oxford snobbish people!

  • @jamil.12
    @jamil.12 หลายเดือนก่อน +116

    Exactly the reason why i chosed to study mathematics and physics that is to understand the world around me.And i love studying these two subjects.When i study these two subjects properly i get totally involved,you can say i live in those moments fully.

    • @bellakrinkle9381
      @bellakrinkle9381 29 วันที่ผ่านมา +8

      That's interesting. If I were smarter, I could have moved up a few notches. I, also, wanted to understand the world around me - reality driven - I started with psychology, (psychoanalysis) then later, added the financial markets, geopolitics and a bit of economics.I mostly enjoy my time spent moving around in these realms and feel totally involved and focused, daily. I'm happiest doing my "work". I feel fortunate to live as I choose.

    • @Ensource
      @Ensource 27 วันที่ผ่านมา

      dont let how smart you are define what your work ethic can get you. @@bellakrinkle9381

    • @pangeaproxima3681
      @pangeaproxima3681 27 วันที่ผ่านมา

      ok, ok...

    • @allisons6910
      @allisons6910 25 วันที่ผ่านมา

      Have you completed your degree(s)?
      If "Yes", then please confirm / deny the following *hypothesis*: The channel, Veritasium, has recently (on average) significantly declined in quality wrt the subjects explored (Note: ⬅ eval is distinct from the quality of editing, audio, camera, storyboarding, and so on).
      Answered separately: The quality decline is in part due to over-focusing on analytics and the business side of the channel. Therefore, in a circumstance where they lacked a solid video idea, rather than skipping the weekly scheduled video release, they prioritized making and releasing one anyways to keep up with the algo. In my estimate, this reason accounts for 30% of the quality decline. Of course, running out of feasible ideas would likely account for the lion's share, say 60%, but I want to know if you agree or disagree with the 30% estimate AND the reasoning supporting your stance.

    • @RaiiD-dg7ur
      @RaiiD-dg7ur 17 วันที่ผ่านมา

      Ĺm​@@pangeaproxima3681

  • @mightytitan1719
    @mightytitan1719 หลายเดือนก่อน +179

    i love this youtube algorithm which recommends random great video just like a random variable

    • @catloverJ
      @catloverJ หลายเดือนก่อน +7

      are you sure it is random?

    • @mightytitan1719
      @mightytitan1719 29 วันที่ผ่านมา +1

      ​​@@catloverJyes i never dissapointed by this youtube algorithm
      Iam happy that it doesn't promotes only ones who has million followers and post nonsense content ,obviously youtube shorts are 🤮
      But This video algorithm is like batman 🦇

    • @abdallahelra3y118
      @abdallahelra3y118 20 วันที่ผ่านมา

      Random sometimes Calculated when needed.

  • @carlfletcherjunior9076
    @carlfletcherjunior9076 2 วันที่ผ่านมา

    This was one of the best lectures ive ever watched in my life. Loved it

  • @CuriouslyBored
    @CuriouslyBored 11 วันที่ผ่านมา +6

    My statistical way of thinking: of a mindset care for probabilities, historical data, an assessment of assets and liabilities before pursuits of actualization occurs.
    My interactive way of thinking: of a mindset care that awaits or hunts for societal circumstances that appears to 'door' or facilitate pursuits of actualization.
    My chaotic way of thinking: of a mindset care for rolling the dice-- a 'just do it' actualization pursuit that minds no statistical odds or favorable circumstances and may even lack certainty of what actualization looks like. It is a pleasant surprise when no sense of chaos follows an unstudied action.
    My complex way of thinking: of a mindset that utilizes statistical and interactive cognitive intelligence to facilitate pursuits of actualization.
    I do believe success is most likely when complex thinking is applied. Additionally, the way of thinking determines what the mind is inclined to focus upon; what we focus upon occurs within mindsets. If I am of a Will to think in a manner that invites the possibility of chaos, there would be no consideration of mindsets associated with statistical or interactive thinking. Often, it is the actualization objective and not the Will that dictates the mind's cognitive cascade options-- care of success demands management of one's Will, usually.
    There is a control 'care' in mathematical logic; through an understanding or a care of the answer, one controls the problem.
    The lecture's turn towards discerned marital controls that are implemented and sustained, if "care" exists, is of complex thinking that minds objective (statistical) and subjective (interactive) truths. The identified existential marital problem has a determined answer that is not natural within our lecturer-- conscious, willful "control" of his natural inclinations is the answer that he believes "care" will sustain. If a strong "care" becomes weakly felt, the answer and the "manipulations required" will feel a key to a prison versus a key to greater marital happiness; sustaining a marital reality that survives upon an unnatural answer, of little care, is difficult-- even grit requires passion to exist in its application.
    Addendum: What is in grit? A Will to persevere, despite any headwinds of statistical and/or interactive inform. What does perseverance require? A deeply held belief that a pursuit will see actualized success. What is in belief? A measured patience that is governed by an adjustable long view.
    When the long view dies, all that underpins grit dies; grit may require an ability to visualize and intensely feel an anticipated actualization of victory. What a grit-gifted victorious actualization satisfies is dependent upon the state of one's ego and other psychological influences; a satisfied ego (no circumspect psychological insecurities or of a felt need to proof/validate identity associations of gender, abilities, intelligence, etc.), scar-free interactive psychological truth (never felt derisively underestimated or had declared goals disparaged and/or discouraged) and/or of no passion to defy odds-- less likely to endure pursuits of actualization that requires grit.
    Some form of anticipated internal resolution, validation or balm-- beyond the externalized actualization pursuit-- exists in the long view of a grit-driven pursuit, I believe.

  • @elpina587
    @elpina587 6 หลายเดือนก่อน +32

    Got me thinking already

  • @AlexanderPetersonml
    @AlexanderPetersonml หลายเดือนก่อน +109

    The smoking bit reminds me of a silly anecdote when Bertrand Russell was asked if he was concerned about smoking impacting his health. He said that one time he was going on a flight, and they told him he couldn't smoke on the airplane, so he decided to delay his trip rather than go without smoking for a few hours, and the plane ended up crashing.

    • @jkhhahahhdkakkdh
      @jkhhahahhdkakkdh หลายเดือนก่อน +1

      Wow...Bertrand Russell

    • @chuckhall5347
      @chuckhall5347 หลายเดือนก่อน +15

      If you want to smoke on a plane, no problem. Just buy your own plane. I don't want to smoke on a plane including second hand smoke. If I sit next to you and drink whiskey, you don't get drunk. If you sit next to me a smoke, nicotine ends up in my blood.

    • @Ayra_Is_Cool_lol
      @Ayra_Is_Cool_lol หลายเดือนก่อน +3

      Smoking saves lives!

    • @whitb6111
      @whitb6111 หลายเดือนก่อน +28

      This isn't what happened. On a flight he had to sit in the smoking section and the plane actually crashed. Everyone that was sitting in the non-smoking section died. He had to swim to safety. Therefore his life was saved by having to sit in the smoking section.

    • @whitb6111
      @whitb6111 หลายเดือนก่อน

      You really didn't understand this story did you lol? Maybe watch the above video and get some critical thinking skills.@@chuckhall5347

  • @ThomasToPC
    @ThomasToPC 11 วันที่ผ่านมา +2

    Yin-yang is chaotic manifestations; taiji is the orderly existence of the whole... if I was to apply this side of classical Chinese philosophy. This of course in no way detracts from what a great talk this is. Thank you!

  • @An-yq6oy
    @An-yq6oy หลายเดือนก่อน +2

    Great lecture! Thanks

  • @SSNewberry
    @SSNewberry หลายเดือนก่อน +135

    Needs an Oxford comma in the title, of course.

    • @dantesanford7065
      @dantesanford7065 หลายเดือนก่อน +10

      Best comment of all.

    • @jonminton1878
      @jonminton1878 หลายเดือนก่อน +2

      Of, course

    • @SSNewberry
      @SSNewberry หลายเดือนก่อน +9

      @@jonminton1878 Why, not, go, for, it, all, t,h,e,n?

    • @davidjohnston4240
      @davidjohnston4240 หลายเดือนก่อน +9

      Nope. He's British and he's in Britain. Oxford commas are not used in Britain. This is the issue I didn't cave on with the copy editors of my book.

    • @SSNewberry
      @SSNewberry หลายเดือนก่อน +5

      @@davidjohnston4240 60 million people can be wrong. Lord knows I am in America and see it all the time. We have two of them running for president.
      For other British faux pas, you have Nigel Farage and Brexit. Just because you, personally, are wrong does not make it right.

  • @KarlLew
    @KarlLew หลายเดือนก่อน +58

    For the curious, Dr. Muriel aced the tea test and thereby hoisted Fisher on his own petard.

    • @MrAndrewAllen
      @MrAndrewAllen หลายเดือนก่อน +4

      I suspect the tea will mix eventually, but not in the time between pouring and drinking.
      A better test today might be clear teacups and video cameras that record from all angles.

    • @kooisengchng5283
      @kooisengchng5283 หลายเดือนก่อน +1

      What causes the difference?

    • @athertg
      @athertg หลายเดือนก่อน +15

      @@kooisengchng5283 Putting a small volume of cold milk into a larger volume of near boiling water scalds the milk and changes the flavour. Adding hot water to cold milk doesn't scald the milk.

    • @gideonk123
      @gideonk123 หลายเดือนก่อน +4

      Karl Lew, through you, today I learned the word “petard”, thanks

    • @HellCatLeMaudit
      @HellCatLeMaudit 28 วันที่ผ่านมา

      Is it possible that Ronald Fisher did not know there is a difference between putting water to acid and putting acid to water? I stand with Prof Sumpter's opinion that Ronald Fisher is an asshole. He wanted to prove Dr Muriel wrong and devised an experiment that he thought would prove Dr Muriel wrong. Ronald Fisher tried to do the same thing with cancer and tobacco, and with Bayesian statistics. He is an arrogant jerk.

  • @GrigorySapunov
    @GrigorySapunov หลายเดือนก่อน +8

    Thanks for the talk! I enjoyed watching it with my kid!

  • @JeremyHelm
    @JeremyHelm หลายเดือนก่อน +40

    55:11 A pattern is as complex as the length of the shortest description that can be used to produce it.
    Andrei Nikolaevich Kolmogorov

    • @floatingblaze8405
      @floatingblaze8405 หลายเดือนก่อน +2

      The Kolmogorov complexity stikes again!

    • @HorrorMakesUsHappy
      @HorrorMakesUsHappy หลายเดือนก่อน +8

      It strikes me as amusing that this only seems brilliant on the surface because it's really nothing more than a tautology - which is exactly why it's so concise itself, because it's not really saying anything at all, hence its own complexity is low. It's essentially saying, "A thing is as complex as it is complex."
      Okay. And? lol

    • @Andrew.baltazar
      @Andrew.baltazar หลายเดือนก่อน +5

      ​@HorrorMakesUsHappy A very long pattern may look complex, but if it can be condensed into a repeating motif it can be considered simpler than something that cannot be condensed.
      Complexity is characterised here by resistance to compression. This definition distinguishes bloated patterns from complex ones. It's not a tautology.

    • @HorrorMakesUsHappy
      @HorrorMakesUsHappy หลายเดือนก่อน

      @@Andrew.baltazar You've missed my point. My point is that the quote is a tautology, not any system it might refer to.

    • @hrdcpy
      @hrdcpy หลายเดือนก่อน +1

      I like how the quote relates to Wolfram's term of computational irreducibility

  • @mathgeek7966
    @mathgeek7966 6 หลายเดือนก่อน +16

    Great lecture, thank you for posting it!

    • @verbumsat
      @verbumsat หลายเดือนก่อน

      How do you arrive at this conclusion?
      He's verbose to a fault.

  • @icenarsin5283
    @icenarsin5283 27 วันที่ผ่านมา

    Wonderful lecture!

  • @jacksonp2008
    @jacksonp2008 หลายเดือนก่อน +1

    Very interesting, highly recommended

  • @TheSnowdolphin
    @TheSnowdolphin 10 วันที่ผ่านมา +1

    If you are not a gritty person, it's OK, there's lots of ways your life can succeed. YES THANK YOU!!!

  • @grantbeerling4396
    @grantbeerling4396 29 วันที่ผ่านมา +7

    John Maynard Keynes 'principle of uncertainty' in economics states that we can predict the very near future with some degree of success, but the more distant, the more uncertain we become; thus, mathematical modelling in economics is not a science of absolutes; rather, it's a social science of human infinite variability-a perfect example of chaos theory. Daniel Kahneman later backed this up in behavioural economic theory.
    Also Adam Smith wrote, that the market in the long run will return to an equilibrium, to which Keyens replied, in the long run we're all dead! (ie the disaster that was 1930s and the 2010s, both unnecessary suffering, we can always afford a war, so let's win the peace.

  • @raminsafizadeh
    @raminsafizadeh 2 หลายเดือนก่อน +186

    Why not change the title to “three ways of thinking” ? One can hardly not feel abused (time wise) when told “go buy the book” for the fourth-complex!

    • @cdd7672
      @cdd7672 หลายเดือนก่อน +47

      5th one is left out, “complainers”

    • @neilrichardson7454
      @neilrichardson7454 หลายเดือนก่อน +14

      ​@@cdd7672these are the 4 ways how the presenter thinks. Not how complainers think 😊

    • @youonlytubeonce
      @youonlytubeonce หลายเดือนก่อน +10

      I believe the answer to this question is too complex for a short description here.

    • @AvidL7
      @AvidL7 หลายเดือนก่อน +1

      Because he came there the 3rd time as he mentioned at the start!

    • @Kannot2023
      @Kannot2023 หลายเดือนก่อน +1

      The answer is complex

  • @billtensus
    @billtensus 28 วันที่ผ่านมา +2

    I like Ronald Fischer, from being a Eug@nics advocate to going 80 years ageless teaching at Oxford about Himself in "Four Ways of Thinking: Statistical, Interactive, Chaotic and Complex"

  • @Bee-qr6ts
    @Bee-qr6ts 4 ชั่วโมงที่ผ่านมา

    The chaos example with yin and yang hit home so hard i might be able to sleep tonight 😂

  • @MrLuigiFercotti
    @MrLuigiFercotti หลายเดือนก่อน +54

    This is one of those videos where you can't decide whether you feel smarter or dumber after watching.

    • @pangeaproxima3681
      @pangeaproxima3681 27 วันที่ผ่านมา

      ok, ok...

    • @BariumCobaltNitrog3n
      @BariumCobaltNitrog3n 27 วันที่ผ่านมา

      Let me fix that for you.
      "This is one of those videos where I can't decide whether I feel smarter or dumber after watching."

    • @pangeaproxima3681
      @pangeaproxima3681 26 วันที่ผ่านมา +1

      @@BariumCobaltNitrog3n ok, ok.....

    • @MrLuigiFercotti
      @MrLuigiFercotti 25 วันที่ผ่านมา +1

      @@BariumCobaltNitrog3n Got a problem with 3rd person references?

    • @BariumCobaltNitrog3n
      @BariumCobaltNitrog3n 25 วันที่ผ่านมา +3

      @@MrLuigiFercottiWhen people talk about their own experience, it sounds more authentic than speculating what someone else might think or feel. "You" is 2nd person. He/she/they is 3rd person. A lot of people phrase it like you did, speaking to the reader, pondering. Some though try to speak for the world, as in "No one cares about..."
      Anyway, I agree and feel the same, still can't decide which hat...

  • @varunsingh7670
    @varunsingh7670 21 วันที่ผ่านมา +1

    earphones on and my volume was up, the sound in the beginning almost made me deaf. great content btw.

  • @ophthojooeileyecirclehisha4917
    @ophthojooeileyecirclehisha4917 8 วันที่ผ่านมา

    thank you so much

  • @michaellipkin9430
    @michaellipkin9430 หลายเดือนก่อน +16

    Great talk. As regards the slight relationship between grit and success the terms 'statistically significant' vs 'practically significant' come to mind. The problem then is practically significant for who? As we move through life we meet individuals and it is a foolish person who makes any assumptions about an individual based on secondary characteristics. But what about those who are making evaluations in bulk?
    Suppose someone has found a similar slight relationship between 'grit' and programming skills and is charged with hiring 100 programmers for a project. The temptation might be to use 'grit' as an evaluative proxy when hiring. But what if 'grit' has some cultural factors that influence it? Then the hiring process might be biased against some groups and this bias might be incorrect.
    Bean counting micro-optimisation is (unfortunately) a common feature in business, moreover increasing use of 'AI' is likely to hide such biases behind a wall of pseudo-objectivity. Bringing us back to the Fisher problem.

    • @jakeunderland5258
      @jakeunderland5258 หลายเดือนก่อน

      Fantastic insight.

    • @gideonk123
      @gideonk123 หลายเดือนก่อน

      One is then reminded of the chaotic and complexity ways of thinking, since programming ability (as well as football/soccer) are definitely not easily predictable at all

    • @MrJHDK
      @MrJHDK 27 วันที่ผ่านมา

      Several layers of unwarranted assumptions in there.

    • @TheOraware
      @TheOraware 27 วันที่ผ่านมา +1

      I am very naive and want to learn more, you made very good point, but my concern is the 4% variance explained by grit provides valuable information for researchers, educators, employers, and individuals themselves who are interested in understanding and fostering success. It highlights the importance of factors like perseverance and passion for long-term goals in achieving positive outcomes. Apart from cultural factor the other factors are not proven and measured yet, don't you think one should believe on proven statistics? If not, then how come one believe on other factors if they are not proven yet?

  • @que_93
    @que_93 6 หลายเดือนก่อน +10

    A bit more intuition on the "Complex" segment would have made it a lot more worthwhile, it while being a brilliant talk without a doubt. The two examples were good, but I guess it needed a few more words from him. I suppose the time limitation at hand...

  • @justinzhou5875
    @justinzhou5875 6 วันที่ผ่านมา +1

    great! all these ways of thinking are from macro perspective to see the world. so that we can see the pattern, trending, development of organic system.

  • @joeedley3936
    @joeedley3936 8 วันที่ผ่านมา +1

    I've only seen thru 32 min of this video, am enjoying it, have skills and education in math, and suggest that there is a stronger correlation between the LOUDNESS of applause (coupled with the peak loudness correlation) and enjoyment of the "event" rather than the length of time of the applause. Just a spontaneous theory here. Could be wrong...

  • @Dan-dg9pi
    @Dan-dg9pi 28 วันที่ผ่านมา +1

    That was a well-coordinated crowd at the end.

  • @PerFeldvoss
    @PerFeldvoss หลายเดือนก่อน +7

    Interesting, but I prefer the six thinking hats, simpler and yet more complex!

  • @weeb3277
    @weeb3277 หลายเดือนก่อน +1

    23:28 where did this come from?
    i'd rather learn more about this way of thinking

  • @jarkkoaitti287
    @jarkkoaitti287 22 วันที่ผ่านมา +1

    at 6:15, there is this milk-tea problem. i've done a highly scientific research of drinking coffee with vegetarian based (oat and soymilk) milk and because these conditions are a lot more extreme, it enabled me to do some practical tests with clear results. many of those vegetarian "milk" products curdle or accumulate to nasty bit and pieces easily in coffee. to prevent that, pour milk first so it is the strong coffee introduced to a lot of milk first vs. a wiff of milk in a strong coffee. in both cases, a vigorous mixing will help alot. also there has to be enough of milk to make the mix mild enough. yes, i know i missed the point :) so she was right, milk first! also the toilet paper should come out from top side.

  • @skeltek7487
    @skeltek7487 6 วันที่ผ่านมา

    Descriptions meaning and information content depend on the formula or algorithm evaluation it. It is always a sort of function giving the se of possible source data meaning in the result space.

  • @marca9955
    @marca9955 หลายเดือนก่อน +4

    I wish he could have elaborated on why complexity is distinct from chaos, but he cut it short. Seems he was only describing the same thing - chaos is macro-behaviour that emerges from the complex interaction of micro-motives. So not sure why they merit a separate category.

    • @gideonk123
      @gideonk123 หลายเดือนก่อน

      Chaos may produce randomness, but complexity is something which may look very random, yet be completely deterministic and hence exactly reproducible.

    • @bramvanduijn8086
      @bramvanduijn8086 หลายเดือนก่อน

      Good question, they may be different in scale instead of category.
      Let's think about this a bit.
      You can have chaotic behaviour arise from something very simple and logical.
      On the other hand complexity interacts with the strength of the connections in various ways, when one of those ways is chaotic then complexity + tight coupling -> danger.
      So in a loosely coupled complex system you will not get chaotic macro behaviour, because the loose coupling prevents the small chaos from growing.

  • @nailahuq137
    @nailahuq137 29 วันที่ผ่านมา

    He is very smart spoken.

    • @AlumniQuad
      @AlumniQuad 28 วันที่ผ่านมา

      38:20 "Magnus opus"? Also, a lot of his complaints aren't shortcomings of the techniques he discusses--they're shortcomings of the people using the techniques.

    • @BariumCobaltNitrog3n
      @BariumCobaltNitrog3n 27 วันที่ผ่านมา

      What would that phrase be in your native language?

  • @DavidConnerCodeaholic
    @DavidConnerCodeaholic หลายเดือนก่อน +2

    i'm a "sugar before coffee" man myself. There is definitely a difference in milk before tea: the complex colloid solution of proteins and solutes in milk will react differently based on the relative concentration of milk and tea -- especially with regard to the relative concentration of heat in the tea. I always put two cubes of ice in my coffee after brewing to cool the solution so that the cream doesn't gunk up. The undesirable byproducts of heat on milk are less if there is more milk which allows it to heat more slowly.

    • @DavidConnerCodeaholic
      @DavidConnerCodeaholic หลายเดือนก่อน

      but my guess is B, because the experiment yields more information for insight, though maybe i'm wrong.

    • @DavidConnerCodeaholic
      @DavidConnerCodeaholic หลายเดือนก่อน

      this assumes that you aren't leveraging the introduction of variance into the values of experimental variables. but for the same reason that Fischer was wrong, your assumption that you can perfectly manage the experimental variables for four pairs of glasses is an oversimplification. it's better to embrace the randomness, quantifying the deviation of variables from norms and thus extracting more information.

    • @DavidConnerCodeaholic
      @DavidConnerCodeaholic หลายเดือนก่อน

      GPA is an acceptable way to compare a cohort of students, but when some students don't fit into the variables a cohort controls, it can be a particularly terrible metric for success. You can easily find yourself measuring the ruler. Students representative of the cohort who focus their efforts on meeting the objectives of the classes and programs will typically have high GPA's. At least their effort should correlate to their GPA. Students who don't fit the cohort well, fail for lack of social support or try to extend themselves beyond the constraints of a program may not exhibit a GPA that correlates with time investment or resilience.
      It's the last one which can be particularly sad: by setting the expectations for a 4.0 GPA, you load the student with work and prevent them from accomplishing other things. Even the best students are then stovepiped into a singular field in the initial years of their career, unless they did the coursework before their college started.
      I almost failed out of community college: I had no one to study with for physics or statics and while I was simultaneously studying devops (no one to help study).
      So on paper, I'm a terrible student, but I'm okay with this since no one would understand me anyways.

    • @winexhd9373
      @winexhd9373 9 วันที่ผ่านมา

      @@DavidConnerCodeaholic I like to think I fall into that category. I did engineering with not a good GPA (< 3.0 GPA) because at some point I got really interested in the derivation of theorems in engineering and the underlying mathematical, physical and sometimes philosophical insights behind the engineering conclusions, than the applicability of the theorems themselves. Along with battling learning disability, unstable housing situation, poor social awareness, etc., there was a point where I had to pick a choice between 'actual education' of the concepts and the bending of the mind, or to follow blind and measure up to the standard.
      It is hard to say that I regret this, because I certainly feel like I have learned far more than I was given the chance to learn, but it may have limited, even in the slightest bit, for further learning, as GPA is used as a source of evaluation. Although perhaps other activities may be used to supplement my profile in the context of graduate level admissions or so, that is if I am even in interested in pursuing more academia. Since I have graduated my engineering program, I am eligible to start working, but post secondary is something in my mind to pursue potentially. Ideally I would like to get a job.
      It really is a tough world out there. To "map" the complexity of human capability to a single number 'GPA' is such a limiting way of looking at things, but at least it is 'a measure' of looking 'at something'. A world, that looked so objective and rational to me, upon further reading and studying different concepts, seems rather subjective, arbitrary and uncertain.

  • @channalmath8628
    @channalmath8628 6 วันที่ผ่านมา

    Not a stats expert, nor a futbol expert, but as a scientist I strongly suspect the explanation for these strikers' performances has a lot more to do with how the other players on the field react to a goal being scored. You can't separate a player from his team, at least not with such crude data

  • @andrewbuchanan5342
    @andrewbuchanan5342 หลายเดือนก่อน

    These are great stories. But what about the tea: which was better? And what did explain success better than grit & IQ at 4A% each?

  • @hrdcpy
    @hrdcpy หลายเดือนก่อน +1

    I shouldn't have to ask this because credit should have been given in the slide deck, but can anyone identify the artists behind the Twitter art @54:19 ? Note: In 2024, the X, formerly known as Twitter, character limit is 280 not 240 as suggested in this video.

  • @gorgeousgentleman5390
    @gorgeousgentleman5390 14 วันที่ผ่านมา +1

    Mr. Kolmogorov is the favourite one

  • @tilkesh
    @tilkesh หลายเดือนก่อน

    Thx

  • @chrimony
    @chrimony 29 วันที่ผ่านมา +1

    @48:18: But there was room for errors at NASA. During the first successful moon landing, Apollo 11, they encountered programming alarms 1201 and 1202. There was a question on whether to abort the landing mission or not, and they went ahead.

  • @archimedesCNC
    @archimedesCNC 23 วันที่ผ่านมา +1

    the art of the measurement becomes the reality to the measured ambitions of the narrowness of arrogance. i found David Sumpter's beauty in these 4 measures the protagonist toward the Long Term Capital Management story. really appreciate this opportunity of sublime serendipitous interaction the youtube algo sought out my desire for such. thank you.

  • @davidwilkie9551
    @davidwilkie9551 หลายเดือนก่อน +5

    Always pour the added liquid down close to the inner edge of the cup, like a good Chemist, and then it doesn't matter much which went first.

    • @hrdcpy
      @hrdcpy หลายเดือนก่อน

      I feel it's easier to eyeball a more precise measurement of milk when added first. When getting a to-go coffee, the barista will typically ask if you need room. If milk is in first, then the question is not necessary.

  • @OpenAITutor
    @OpenAITutor 23 วันที่ผ่านมา +1

    Yes, Dr. Muriel Bristol, the subject of Ronald Fisher's famous tea-tasting experiment, was indeed able to tell whether the milk was poured into the tea or the tea was poured into the milk, according to the results of the experiment!!! Please don't leave us hanging.

    • @OpenAITutor
      @OpenAITutor 23 วันที่ผ่านมา

      It's funny how he tried to use statistics to really prove her wrong :)

  • @playgirl7305
    @playgirl7305 หลายเดือนก่อน +1

    Concerning the tea cups, it probably also depends on the length of time the milk and tea had to mix, their different densities, temperatures of each liquid and cup etc.

    • @BariumCobaltNitrog3n
      @BariumCobaltNitrog3n 27 วันที่ผ่านมา

      How do you make your tea? That answers all your questions. I think there is a big difference between the two methods and she is right. Tea is acidic and milk is a base. As the milk is added to the tea, it heats up quickly and is overwhelmed by the acid and curdles. Adding tea to the milk slowly warms the milk and the acid is quickly neutralized by the milk which doesn't curdle (form a colloid) and that's better.

  • @northdot9
    @northdot9 หลายเดือนก่อน +1

    He didn't give the fourth option: "I don't know which one is better", for what the effect is of the way you present the experiment.

  • @FuaConsternation
    @FuaConsternation 12 วันที่ผ่านมา +1

    15:30 - right right i remember her Ted talk about "Grit"....what a god awful way to do analysis. the gist, as you can plainly guess, was "well, those that succeeded had....grit...because they were the ones that...succeeded in the end" talk about water is wet.
    kind of like the survivor bias, amirite? show a bunch of people pictures of where bombers, who returned to base, were shot full of holes and you'd rightly assumed it would be "hey, let's strengthen those bits that are more likely to be shot up"...except they forgot that this ignored the ones that were shot up in the places not full of holes in the survivors...and didn't make it back to base.

  • @BariumCobaltNitrog3n
    @BariumCobaltNitrog3n 27 วันที่ผ่านมา

    On Tea and Cookies: I think there is a big difference between the two methods and she is right. Tea is acidic and milk is a base. As the milk is added to the tea, it heats up quickly and is overwhelmed by the acid and curdles. Adding tea to the milk slowly warms the milk and the acid is quickly neutralized by the milk which doesn't curdle (form a colloid) and that's better.

  • @kaoskronostyche9939
    @kaoskronostyche9939 3 วันที่ผ่านมา

    That was very good. Thank you.

  • @hikarustarr
    @hikarustarr หลายเดือนก่อน +2

    How many maths were you good at?

  • @user-hu9op1lg9s
    @user-hu9op1lg9s 16 วันที่ผ่านมา

    Incorrect @10:08 - No matter how many ways there are to present four cups of tea, there are always 2 cups 'milk first' and 2 cups 'tea first' on the table. So, the chance of getting the first cup right is 50% (there are 2 cups of each). If the first guess was right, there are 3 cups left on the table: 1 'milk first' and 2 'tea first'. Now, the chance of getting the second cup right is 33%. And, if the second guess was right, both other guesses are per definition also correct. (The only cups left are the 'tea first' ones.)
    So, the chance of getting your guesses right in the second set-up are 50% x 33% = 16,6% or 1 in 6.

  • @Blue-Spirit
    @Blue-Spirit หลายเดือนก่อน +2

    17:21 Bird shot variance.

  • @Sullabe
    @Sullabe 29 วันที่ผ่านมา

    In the real world, perhaps it is true to say there is no such thing as chaos? Orders born of differing magnitudes all relate back to the smallest factors, whether or not we perceive them. Inverting the Margaret Hamilton example imagine however, a system capable of infinite complexity designed to apply order from a macro perspective, but without the capability for seeing below a certain quantity... lets say in practical terms its design allows for '0' after other numbers, but not before them, and somehow requires the storing of a data in a minimum number of functional memory 'locations' to give a value in calculating.
    Suppose it's a system with a functionally infinite number of decimal places, that can't however 'hold' numbers starting under a value of 2 separate integers - in effect saying it can make 'two' by 1+1, but cannot make 'one' by 0+1. Designed to bring 'Order' and in abstract terms capable of perceiving division and multiplicity, it's attempting a 'real world' unity based on 'perfect' conception, but lacking the capability for a small yet important part of 'Loving' - the forgetting of self.

  • @christopherellis2663
    @christopherellis2663 5 วันที่ผ่านมา

    7:21 oh, good methodology 21:42 clever isn't the same as smart. 33:56 where does the thinking come in?

  • @beautifulsmall
    @beautifulsmall หลายเดือนก่อน

    Rubics cube, paths to solution, I had to watch 55min 31s to ... we all want the power of action at a distance.

  • @johncbattersby
    @johncbattersby หลายเดือนก่อน

    OK I agree option B is the better way to design the trial but what about the answer? Could she tell if the milk was put in first or added after the tea?

  • @SpiveyJean
    @SpiveyJean 6 วันที่ผ่านมา

    The first example with the tea doesn’t seem like either of the experiments are measuring what the milk first is really conveying: whether the milk first gives a sense of ritual and a small pleasure of identity, or if the milk first created a different temperature variance for immediate consumption. ?

  • @xlerb2286
    @xlerb2286 15 วันที่ผ่านมา +4

    A relatively minor point in the talk as a whole but the bit about grit being a good indicator of success is spot on in my experience. I've worked in a technical field for ~30 years so I've observed plenty of folk through those years. Grit is a much better measure of how good an engineer a person will make than GPA or similar.

  • @KarlDMarx
    @KarlDMarx หลายเดือนก่อน +2

    I plead guilty ... Once my then wife complained when I put the milk in her cup and then added the coffee. The next time I prepared her coffee out of sight and asked her which method I had been using.
    Actually when I suspect that the milk might be close to "expiry" I always put the milk first and test with a minimal amount of coffee.
    "Shaken, not stirred" ... some scientist did the test.

  • @crimfan
    @crimfan 11 วันที่ผ่านมา

    Fisher is one of the encyclopedia examples of “that guy.”

  • @pmcate2
    @pmcate2 หลายเดือนก่อน +1

    Maybe I just gotta go back and re-watch, but I missed how the interactive method of thinking was able to to predict things that statistical thinking could not.

    • @selfcaresally
      @selfcaresally หลายเดือนก่อน

      interactive method detects factors or variables that can/do change patterns. He used examples from biology/chemistry. So statistical methods identify patterns based on what has already happened; interactive methods identify agents or actions that can change patterns as they are happening (i.e. infectious disease management).

  • @user-iq4kl8wi7p
    @user-iq4kl8wi7p 11 วันที่ผ่านมา

    Maths is magic and magic is maths

  • @luisamendes8181
    @luisamendes8181 หลายเดือนก่อน +1

    Confusing lecture, but interesting. I hope his books are more clear on demonstrations

  • @bhaveerathod2373
    @bhaveerathod2373 หลายเดือนก่อน +1

    0:08 the most funniest part is how they didn’t use the Oxford comma here despite this video literally being published by Oxford Mathematics 😂

    • @placebojesus5652
      @placebojesus5652 8 วันที่ผ่านมา

      Not the Oxford English Dept lol

  • @zahiralishah455
    @zahiralishah455 6 หลายเดือนก่อน +3

    🌹👍🌹👌🌹🙏🌹

  • @aseprohmandar6812
    @aseprohmandar6812 28 วันที่ผ่านมา

    on 🔛 to be Thninker in life amazing gift !

  • @mrcleanisin
    @mrcleanisin หลายเดือนก่อน

    Hey, I got a math puzzle for you. How long will it take to ring a bell on the moon when you push the earth end of a stick that is within 1 inch of the moon end when you push it at the rate of 1 inch in 1 second?

    • @Free_Bird_23
      @Free_Bird_23 หลายเดือนก่อน

      tell us

    • @mrcleanisin
      @mrcleanisin หลายเดือนก่อน

      I believe 1 second, but I am trying to get a scientist to respond.

    • @ThePicoProject
      @ThePicoProject หลายเดือนก่อน +1

      Probably the length of the stick (around 380 thousand km) divided by the the speed of sound for the stick material - this becomes less of a math problem and more so a physics or engineering problem at the distance described. Without really digging into the problem, another reassurance that it would take longer than a second as suggested is that light (which we can consider a maximum possible speed) only reaches the Moon from the Earth in a little over a second.

    • @mrcleanisin
      @mrcleanisin หลายเดือนก่อน

      One inch per second is much slower than the speed of sound. Not to worry, scientist can't wrap their head around this puzzle either. I believe one's IQ has to be greater than 120 to even grasp this puzzle and probable greater than 200 to solve it.

    • @voldllc9621
      @voldllc9621 หลายเดือนก่อน

      I take it that the stick is not rigid, and that it has mass. In that case, pushing on the stick causes a wave front that travels up the stick at a specific velocity which can be calculated from the physical properties. I do not think that relativistic issues play any role here in spite of the dimensions involved.

  • @staceyhart9746
    @staceyhart9746 หลายเดือนก่อน +1

    Fisher designed the tea tasting experiment. But did Dr Bristol actually do the experiment with him???

    • @sidleyparkhermit6391
      @sidleyparkhermit6391 หลายเดือนก่อน +2

      And how many cups did she identify? Actually hang on I'm gonna google this... According to her Wikipedia page, Dr. Bristol correctly identified all eight cups.
      Appropriately enough I found this right around 21:53 in the video, when Professor Sumpter observed, "I mean, what a dick." 🤣

  • @kingki1953
    @kingki1953 28 วันที่ผ่านมา

    i hope a generous person give timestamp to this great video

  • @publicunderstanding
    @publicunderstanding 14 วันที่ผ่านมา

    I wonder what kind of thinking was at play to come up with an idea to persistently decrease the video's effective surface area by 20% in favour of displaying three distracting logos.

  • @lolakauffmann
    @lolakauffmann หลายเดือนก่อน

    I'm here SOLELY to settle the tea vs milk first debate - WHAT HAPPENED IN THE EXPERIMENT!? Aren't we going to get the result after all?!?!?!
    0_o

  • @forheuristiclifeksh7836
    @forheuristiclifeksh7836 หลายเดือนก่อน +1

    19:20

  • @forheuristiclifeksh7836
    @forheuristiclifeksh7836 หลายเดือนก่อน

    5:00

  • @stonethecrows555
    @stonethecrows555 หลายเดือนก่อน

    Cool, but what about the most intriguing unanswered question- Could Dr. Bristol tell the difference between whether milk or tea was poured into the cup first?

  • @zenzen4982
    @zenzen4982 14 วันที่ผ่านมา

    Muriel Bristol was able to identify the cups into which tea had been poured first, if anyone else was wondering...

  • @michaellipkin9430
    @michaellipkin9430 หลายเดือนก่อน +1

    By abandoning the fixed numbers of 4 tea-first and 4 milk-first and having each cup one or the other at random you have 2^8 = 256 possibilities

    • @matroqueta6825
      @matroqueta6825 หลายเดือนก่อน +2

      true, but you would also have to include the binomial distribution of the number of tea-firsts in your experiment run as a prior when analyzing the results, making it harder to analyze
      also your test subject is even more likely to be annoyed at your experiment, flip the tray and wak away

    • @michaellipkin9430
      @michaellipkin9430 หลายเดือนก่อน

      Each cup could be made based on the flip of a coin as to whether milk-first or tea-first. The tester would have a 50% chance of getting each cup right if their decision was random - making it easier to analyse. However, you are undoubtably right that the procedure is even more irritating for the taster.@@matroqueta6825

  • @virendrapratapsingh2270
    @virendrapratapsingh2270 หลายเดือนก่อน +1

    Here, I am maths teacher.

  • @forheuristiclifeksh7836
    @forheuristiclifeksh7836 หลายเดือนก่อน

    40:00

  • @chrisholding2382
    @chrisholding2382 6 หลายเดือนก่อน +1

    I used some amazing mathematics to predict over 70/1s in football 😊 can't believe that England won 7-0 1314 days after they last won 7-0 on king Charles bday in 2019 it was mathematically amazing 👏 I measured before the game and won 3/5 bets 65/1 70/1 and 45/1 the hatrick kane let me down and my cover bet 8-0 haha

  • @gregmonks
    @gregmonks หลายเดือนก่อน

    Speaking as a musician . . . none of your ways of thinking are even on my radar.

  • @northdot9
    @northdot9 หลายเดือนก่อน +3

    He forgot a fifth option: use all seventy combinations but present Pair-wise. I.e. present some "no win" options, and some "no loose" options. If you don't gaslight your rat then are you really a scientist?

  • @thmensen
    @thmensen 28 วันที่ผ่านมา +1

    i'm exited about this presentation

    • @oosmanbeekawoo
      @oosmanbeekawoo 16 วันที่ผ่านมา

      You should exit this presentation yeah we all agree!

  • @timmy18135
    @timmy18135 4 วันที่ผ่านมา

    21:32

  • @gonzo1354
    @gonzo1354 12 วันที่ผ่านมา

    Didn't some bloke called de Bono come up with Six Thinking Hats already? Which hat is the one for ripping off ideas?

  • @jmoney1941
    @jmoney1941 หลายเดือนก่อน +1

    How about just getting to the point?

  • @sandmango
    @sandmango หลายเดือนก่อน +1

    This professor just destroyed the foundation of racism and stereotyping people.

    • @chrimony
      @chrimony 29 วันที่ผ่านมา +1

      No he didn't.

  • @GeorgeMonsour
    @GeorgeMonsour หลายเดือนก่อน

    Is language a medium of chaos?

  • @Ibasirov
    @Ibasirov 14 วันที่ผ่านมา

    I guarantee that the book is quite more interesting than this lecture. The lecture is alright, but because of its format he wasn’t able to give more illustrative examples of the four ways. Though the book is also short, it is way more fun to read. One of my favourite books of the last couple of years

  • @trichomaxxx
    @trichomaxxx หลายเดือนก่อน +1

    1 to 99? Why not 0 to 99, or 1 to 100?

    • @TheThBe
      @TheThBe 29 วันที่ผ่านมา

      because both 0 and 100 (given the specific set of rules) would cause a loop of zeros

  • @behrad9712
    @behrad9712 หลายเดือนก่อน

    👌🙏

  • @jonathonjubb6626
    @jonathonjubb6626 หลายเดือนก่อน +2

    Only a mathematics professor could wear that shirt...

    • @hrdcpy
      @hrdcpy หลายเดือนก่อน

      I had made up the story that his hotel room iron was broken. haha

  • @mkirtikoushik8471
    @mkirtikoushik8471 22 ชั่วโมงที่ผ่านมา

    mathematics can t be taught it is only learned through sheer practice its a sheer thought process for the human brain and can be used to derive the real life management applications

  • @ericlaska4748
    @ericlaska4748 16 วันที่ผ่านมา

    Busy Beaver Function teehee

  • @adokoka
    @adokoka 27 วันที่ผ่านมา

    This reminds me of how some prominent scientists use statistics to make COVID crisis a mess.

    • @BariumCobaltNitrog3n
      @BariumCobaltNitrog3n 27 วันที่ผ่านมา

      I think covid made its own mess, but what did the prominent scientists do?

  • @k.i.l.l.7935
    @k.i.l.l.7935 หลายเดือนก่อน

    fischer who ?

  • @jonr6680
    @jonr6680 6 หลายเดือนก่อน +3

    The connection between caffeine and genius... I'm doing my best to explore that relationship.
    I sure FEEL like a genius but evidence doesn't support this perception.

    • @TerriblePerfection
      @TerriblePerfection 2 หลายเดือนก่อน +2

      I tried to write a poem after smoking weed and then cringed when the effect wore off.

  • @tinakerr8163
    @tinakerr8163 6 วันที่ผ่านมา

    Tea experiment presumes the variable is the taste, rather than care for the bone china cups where very hot tea can cause it to crack/ cause an existing crack to open up. First check your basic assumptions don't include bias.

  • @bocckoka
    @bocckoka หลายเดือนก่อน +1

    football is a type of science now?

  • @MrAndrewAllen
    @MrAndrewAllen หลายเดือนก่อน +2

    I do not believe the title describes the content of the video.

    • @keenanwyatt7929
      @keenanwyatt7929 หลายเดือนก่อน

      I think that’s the name of his book