a symmetric inequality

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  • Опубліковано 14 вер 2021
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КОМЕНТАРІ • 149

  • @rennanchagas6174
    @rennanchagas6174 2 роки тому +64

    I solved this inequality by the time I was interesting in math competitions by substituting a, b and c by tan(alpha), tan(beta) and tan(gama). That's a very nice trick to work with. With angles in [0,pi/2] tangent function assumes any positive real value and we can take advantage of the denominators

    • @user-ug2yl6bo3u
      @user-ug2yl6bo3u 2 роки тому +3

      Hello pls how can i know which trig subsistution to do ? Tan or sin or cos or what , and when ?
      and how can i know in which interval i place the angles ?

    • @l0remipsum991
      @l0remipsum991 2 роки тому +2

      nice approach

    • @ryderpham5464
      @ryderpham5464 2 роки тому +3

      @@shreddedtwopack6625 I would assume plugging in tan(beta) into the denominator of the first term yields sec^2(beta) but I'm not sure how it would follow from there

    • @ummwho8279
      @ummwho8279 2 роки тому +2

      @Alem Memic I was thinking along this line too, because usually the method he is talking about comes up with the condition that a+b+c = abc. But then this means that a,b and c all have to be non-zero, because if any of them are while the other two are not (ie nonzero), then you would have (for example say a = 0) 0 + b + c = (0)*b*c -> b+c = 0 which is impossible because b and c are real positive numbers. Therefore the condition fails and you would need the extra assumption that a,b,c > 0 for this video's problem. Plus this method is used to show that something is less than 3/2, eg the 1998 Korean Olympiad problem
      Show for positive a,b,c such that a+ b + c = abc that
      1/sqrt(1 + a^2) + 1/sqrt(1+b^2) + 1/sqrt(1+c^2)

  • @samtetruashvili930
    @samtetruashvili930 2 роки тому +44

    I click you videos due to the great content you have consistently posted for years. Don't worry about titles and thumbnails; your content and earned reputation are strong enough to propel you forward.

  • @MrPerfectstrong
    @MrPerfectstrong 2 роки тому +15

    Strictly speaking, this inequality is called "cyclic", not "symmetric". An inequality of 3 variables F(a,b,c) is called symmetric iff all F(a,b,c), F(a,c,b), F(b,a,c), etc. (any order of the triplet a,b,c) hold true. On the other hand, F(a,b,c) is called cyclic iff all F(a,b,c), F(c,a,b), F(b,c,a) (note the cyclical "transition") hold true.

    • @wannabeactuary01
      @wannabeactuary01 2 роки тому +1

      I think in this case symmetric :-)

    • @MrPerfectstrong
      @MrPerfectstrong 2 роки тому +3

      @@wannabeactuary01 No, not at all. If you swap b and c, you get: F(a,c,b) = a/(b^2+1) + c/(b^2+1) + b/(a^2+1), which evaluates to 1.2 with (a,b,c)=(1,2,0). The inequality breaks down immediately.

    • @Kettwiesel25
      @Kettwiesel25 2 роки тому

      @@MrPerfectstrong F(a,c,b)=a/(c^2+1)+c/(b^2+1)+b/(a^2+1). You are right that this is not the same term, but the inequality is still true, obviously. You just changed some variables, after all.

    • @ytashu33
      @ytashu33 2 роки тому

      Correct. And somehow i find the expression, "ab + bc + ac" annoying. Come on people, "ab + bc + ca", has a nice ring to it, cyclic, isn't it? So... ca, NOT ac!!

  • @superluminallag5154
    @superluminallag5154 2 роки тому +5

    Maximizing ab+bc+ca over constraint a+b+c=3 is easily done using Lagrange multipliers, which are extremely powerful and would love to see you use more in the future

    • @balasubramanianravikumar5233
      @balasubramanianravikumar5233 Рік тому +2

      This is an overkill for this problem? set a = 1+ x, b = 1+y, c = 1+z. Then a^2 + b^2 + c^2 = 3 + x^2 + y^2 + z^2 (2x + 2y +2z = 0 since x+y+z = 0) >= 3 = a + b + c.

  • @agamanbanerjee9048
    @agamanbanerjee9048 2 роки тому +45

    8:45 I don't think a^2+b^2+c^2 is always bigger than or equal to a+b+c, but that's true when a+b+c=3

    • @amirb715
      @amirb715 2 роки тому +5

      so much for "well known" inequality!

    • @emanuellandeholm5657
      @emanuellandeholm5657 2 роки тому +7

      I agree. a >= 0, b >= 0, c >= 0 is not sufficient since eg. a=b=c=1/2 gives 3/4 for the sum of squares, which is clearly less than 3/2. Using a + b + c = 3, we can replace a^2 + b^2 + c^2 with a^2 + b^2 + (3 - a - b)^2.

    • @amirb715
      @amirb715 2 роки тому +1

      @@emanuellandeholm5657 how would that help?

    • @emanuellandeholm5657
      @emanuellandeholm5657 2 роки тому +1

      @@amirb715 Not sure, but it should help with some clever manipulation.

    • @Happy_Abe
      @Happy_Abe 2 роки тому +1

      @@amirb715 I tried lookout up. There’s no such general inequality

  • @nawzadhogan5130
    @nawzadhogan5130 2 роки тому +52

    I always enjoy the titles along the lines of « a tricky inequality with a beatiful proof » as I’m personaly always looking for that type of content regarding math on youtube (i.e. The beautiful proofs)

  • @la6mp
    @la6mp 2 роки тому

    I think your thumbnails work great. You deliver on your promises, and I find that great!

  • @alexweekes7710
    @alexweekes7710 2 роки тому +20

    1. I think your thumbnail and title were great here. The title is short and descriptive, but also provokes curiosity (or at least, it did for me...)
    2. Several comments have pointed out that the inequality used near the end is not quite right, but that it follows from the RMS-AM inequality. I wanted to add that this also follows from the Cauchy-Schwarz Inequality, applied to the vectors (1,1,1) and (a,b,c)

    • @BilalAhmed-wo6fe
      @BilalAhmed-wo6fe Рік тому

      That will give you :
      (a^2 + b^2 +c^2 )(1+1+1)>= (a + b + c ) ^2
      (a^2 + b^2 +c^2 )>= ((a + b + c ) ^2 )/3
      Wich not equivalent to what he said

  • @goodplacetostop2973
    @goodplacetostop2973 2 роки тому +13

    0:26 Well the style is good but maybe this thumbail just missed the fact we dont want values for a,b,c but a proof of the inequality. Maybe add « if » and « then » would help?
    9:28 Good Place To Stop

  • @ravirajshelar250
    @ravirajshelar250 2 роки тому +3

    For the end you can use (a+b+c)^2>=3 (ab+bc+ca)

  • @srikanthtupurani6316
    @srikanthtupurani6316 2 роки тому +4

    This is a very powerful techniques
    The main trouble we face is
    b^2+1>=2b
    and this implies
    1/(b^2+1)

  • @tch3n93
    @tch3n93 2 роки тому +2

    To perhaps include a graphic on the thumbnail for inequality-type problems, if the problem involves 3 variables, as in this case, you could display a plot of the function subject to the restriction and include a point which represents the value with which it will always be bounded by.

  • @minhmouse
    @minhmouse 2 роки тому +6

    If you want to practice doing inequalities like this, I recommend searching for AM-GM inequalities and the CBS inequalities.

    • @Nrbebbebh3
      @Nrbebbebh3 2 роки тому +3

      Search in where? Where can we find problems with solution? (Except aops)

    • @minhmouse
      @minhmouse 2 роки тому

      @@Nrbebbebh3 Search in google, of course! And if you want to find problems for it, the only source I know is in Vietnamese, so maybe I can translate some of the problems for you.

  • @babitamishra524
    @babitamishra524 2 роки тому +2

    cauchy schwarz inequality can significantly make the question easier but I liked ur method too.

  • @yeetmaster6955
    @yeetmaster6955 2 роки тому +4

    In the thumbnail this video currently has the inequality sign is facing the wrong way

  • @jorgechavesfilho
    @jorgechavesfilho 2 роки тому +2

    Title suggestion: "Unbelievable! One hard inequality quickly defeated by two easy inequalities". You are a top-notch teacher, Michael! Take it easy on these climbing workouts, I guess. Keep up the great work.

  • @kevinmartin7760
    @kevinmartin7760 2 роки тому +5

    Evidently the way to thumbnail these is to get the thumbnail clearly wrong (it said = 3/2)

    • @Kettwiesel25
      @Kettwiesel25 2 роки тому

      Honestly the reason why I clicked on the video 😅

  • @tadanohitohito9096
    @tadanohitohito9096 2 роки тому +5

    And that's a good place to stop, I like it when he says that

  • @cuonghienthaosonbuitrung2841
    @cuonghienthaosonbuitrung2841 2 роки тому +12

    My math teacher just gave me this problem and I completed it right when this video just came out! What a coincidence :D

    • @user-wu8yq1rb9t
      @user-wu8yq1rb9t 2 роки тому +1

      You did it right? (You proved it?)
      For which class?

  • @dimy931
    @dimy931 2 роки тому

    I think this solution needs to start with the obvious values for which you get equality. This can be used to justify some of the choices for the used inequalities. Either you can say, this is cyclic so we can check if a=b=c gives exact equality - it does and moreover a=b=c=1 since their sum is 3. Therefore (y-1)^2>=0 is a good starting point. Moreover since a=b=c is exact solution this strongly suggests arithmetic mean/geometric mean/quadratic mean inequalities

  • @bachlong4289
    @bachlong4289 2 роки тому

    thanks teacher

  • @samosavaglio2141
    @samosavaglio2141 2 роки тому +1

    Nice content

  • @sinecurve9999
    @sinecurve9999 2 роки тому

    Is this possible using the method of Lagrange multipliers? You have an objective function and you are trying to maximize it given a constraint.

    • @superluminallag5154
      @superluminallag5154 2 роки тому

      Using it directly on the given quickly turns into algebra nightmare, but using it to maximizing ab+bc+ca constrained to a+b+c=3 would quickly result in single critical point a=b=c=1. The rest is just a matter of checking the boundary a=0 which can be done using much simpler techniques (am-gm or single variable calculus)

  • @user-ic2sn9oo1y
    @user-ic2sn9oo1y Рік тому +1

    Another elegant solution would be :
    Express each term of inequality as , (a/b)(b+1/b) + (b/c)(c+1/c) + (c/a)(a+1/a ) and apply AM >= GM , you will directly get the result.

  • @TrimutiusToo
    @TrimutiusToo 2 роки тому +1

    I think it would be mor clickable if you didn't reveal answer to begin with and pose question is it greater or less?

  • @soyehtf
    @soyehtf 17 днів тому

    Can someone let me know which competition this is from? Maybe I missed if it’s mentioned in the video..

  • @cynthiamworia1312
    @cynthiamworia1312 20 днів тому

    When we were trying to substitute y.y+1 we used (y-1)squared, would it be wrong to use (y+1)squared?

  • @stevenempolyed9937
    @stevenempolyed9937 2 роки тому

    "js x better than y?" feels like a good idea

  • @user-pn8vw8rr3m
    @user-pn8vw8rr3m 2 роки тому

    I call them "A-B-C vicious ties"

  • @synaestheziac
    @synaestheziac 2 роки тому

    How about an inequality/climbing mashup entitled “outward bound… from below”?

  • @tomatrix7525
    @tomatrix7525 2 роки тому +8

    I probably amn’t ‘qualified’ to answer your question fully since I watch all your videos regardless. If you uploaded 10 minutes of a black screen and titled it tomatoes I’d watch.

  • @markdt3435
    @markdt3435 6 місяців тому

    In Vietnamese maths we typically call this technique "reverse inequality sign AM-GM".
    Basically looking at the equation we cannot just use AM-GM in the denominator, say a^2+1>=2a, because then the inequality sign is reversed making the problem seemingly impossible from this point.
    Instead, we use the technique, as shown in this video of Professor Micheal Penn.

  • @ivanlazaro7444
    @ivanlazaro7444 2 роки тому +32

    For example, if the parameter "d" is involved in the inequality the title could be "how Big is this d"

  • @ytashu33
    @ytashu33 2 роки тому

    Came to the comments to find out what happened to the left hand, shocked to see that no-one has asked that question! So... What is with the bandage on the left hand?

  • @wesleysuen4140
    @wesleysuen4140 2 роки тому

    What about Muirhead? Anyone wanna give a try?

  • @den41k2204
    @den41k2204 2 роки тому +5

    en.wikipedia.org/wiki/Generalized_mean you should use it on the last board:
    sqrt((a*a + b * b + c * c) / 3) >= (a + b + c) / 3 = 1
    squaring both sides gives us desirable result: (a * a + b * b + c * c) >= 3
    in common case, only correct next inequality: (a * a + b * b + c * c) >= ((a + b + c)** 2) / 3

  • @user-en5vj6vr2u
    @user-en5vj6vr2u Рік тому

    Why is it always that when the function and constraint are symmetric, the function is optimized when all variables are equal (a=b=c)?

  • @sirgog
    @sirgog 2 роки тому +9

    Have you ever considered doing some of the ridiculous diophantine equations that look really simple?
    Solve a/(b+c) + b/(a+c) + c/(a+b) = 4, a,b,c all positive integers is a great example. Looks simple enough at a casual glance. Yet this problem is an absolute beast, there are probably fewer than a quarter million people alive who can solve it.
    If you want to be really fiendish, post it with cute fruits replacing the symbols, like all of those simple problems that do the rounds on Facebook. There's your clickbait thumbnail for it

    • @MaserXYZ
      @MaserXYZ 2 роки тому

      Does this one even have a solution? I tried to solve it but ran into dead ends (no sols) *everywhere*.

    • @Alex_Deam
      @Alex_Deam 2 роки тому

      @@MaserXYZ ua-cam.com/video/Ct3lCfgJV_A/v-deo.html

    • @sirgog
      @sirgog 2 роки тому

      @@MaserXYZ Yeah, but you will require the following machinery to solve it:
      - Brute force finding a solution that fails the 'all positive' criteria (not trivial but no absolute values exceed 12)
      - Transforming diophantine equations into problems involving the group of rational points of an elliptic curve via Weirstrauss transformation
      - Repeating the elliptic curve group operation until you transform the near-solution into an actual solution
      The smallest answer has about 80 digits for each of a, b and c.
      I wasn't exaggerating when I said not many can solve it. My honours thesis was about number theory and elliptic curves - this wasn't enough for me to solve the problem, but it did let me (mostly) follow a solution. The only person at the Uni of Sydney who could have solved this when I was a student there was my thesis supervisor.

    • @robertveith6383
      @robertveith6383 10 місяців тому

      Your upper bound estimate of a quarter million people being able to solve this sounds absurdly too large, given that a smallest value has about 80 digits.

    • @sirgog
      @sirgog 10 місяців тому

      @@robertveith6383 you'd never find it by brute force but people with a master's level degree narrowly in number theory will all get this. Some honours level people as well.

  • @somasahu1234
    @somasahu1234 2 роки тому +2

    The inequality u r looking for is RSM AM inequality

  • @reijerboodt8715
    @reijerboodt8715 2 роки тому

    Don't worry about the clickability Michael, I will always click your videos!

  • @flowers42195
    @flowers42195 2 роки тому +1

    In the initial thumbnail of the video there is = 3/2

  • @user-gh9ik2vu1w
    @user-gh9ik2vu1w 10 місяців тому

    I seem to find alternative, simpler solution: noting that b + 1/b >= 2b / (b^2 + 1), we represent a / (b^2 + 1) as a / (b * (b + 1/b)), and find that a / (b^2 + 1) >= a(b^2+1) / 2b^2 = 1/2( a + a/b^2)
    a/(b^2 + 1) + b/(c^2 + 1) + c/(a^2 + 1) >= 1/2 ( a + b + c + c/a^2 + a/b^2 + a/c^2) >= 1/2 ( 3 + c/a^2 + a/b^2 + a/c^2) >= 3/2

  • @Lambdinh47
    @Lambdinh47 2 роки тому +2

    The well-known inequality is just quadratic mean >= arithmetic mean, squaring both sides.

    • @user-ug2yl6bo3u
      @user-ug2yl6bo3u 2 роки тому +3

      a^2 + b^2 + c^2 >= a+b+c
      isnt always true tho

    • @megauser8512
      @megauser8512 2 роки тому

      @@user-ug2yl6bo3u But the inequality is a^2 + b^2 + c^2 >= (a+b+c)^2 / 3, not the one that you mentioned.

  • @boskayer
    @boskayer 2 роки тому +2

    It doesn't matter, I see your name I click.
    Even if the title would be "anyone who clicks this is something bad"

  • @sea34101
    @sea34101 2 роки тому +2

    Just to be picky, aren't you allowing a division by 0 around 5:00?
    If we go this way we should distinguish the cases where a=0, a=b=0, etc...

    • @megauser8512
      @megauser8512 2 роки тому

      Yeah, he is without knowing it, cuz I think that he forgot that a, b, and/or c can = 0.

    • @qing6045
      @qing6045 2 роки тому

      even if y=0 the inequality still holds

  • @omrizemer6323
    @omrizemer6323 2 роки тому +1

    This inequality is not symmetric, as switching a and b for example changes it. It is called a "cyclic" inequality.

  • @vardhanr8177
    @vardhanr8177 2 роки тому +1

    Can someone please explain to me how a ^ 2 + b ^ 2 + c ^ 2 >= a + b + c (referring to 8:46)?

    • @ummwho8279
      @ummwho8279 2 роки тому +1

      As many people have said, it can be implied from Cauchy's inequality, which states for real numbers a1, a2, ..., an and b1, b2,...,bn ,
      a1*b1 + a2*b2 +... + an*bn

    • @vardhanr8177
      @vardhanr8177 2 роки тому

      @@ummwho8279 ohh okay... thank youu... (but i'm going to have to read up on Cauchy's inequality... because i don't know that)

    • @ummwho8279
      @ummwho8279 2 роки тому +1

      @@vardhanr8177 Pleasure.
      Yeah, Cauchy's inequality, the Arithmetic mean-Geometric Mean (AMGM) and Jensen's inequality are all extremely important and good ones to know (as well as Cauchy-Schwarz). If you want an excellent book for doing these, I recommend "The Cauchy-Schwarz Masterclass" by J. Michael Steele. The problems are long and super difficult but it really grounds how to do/manipulate a lot of these inequalities which is really nice and he really goes through the intuition of where these inequalities came from and how they were found. Also, because he's a probabilist by training, there are some amazing problems that you would rarely see in a standard probability course beyond stuff like Chebyshev's bound that he pulls from papers or inequalities used in the actual every-day working/research field of mathematical statistics or probability.

    • @vardhanr8177
      @vardhanr8177 2 роки тому +1

      @@ummwho8279 okay, thank youu

  • @niuhaihui
    @niuhaihui Рік тому

    Cauchy-Schwartz inequality, followed by rearrangement inequality.

  • @wojteksocha2002
    @wojteksocha2002 2 роки тому +12

    1. I think that putting the inequality on a thumbnail is enough
    2. 8:35 There's no name for this inequality beacuse its wrong. The actual inequality is a^2 + b^2 +c^2 >= 3((a+b+c)/3)^2, it called Inequality of root mean square and arithmetic means, or simpler RMS-AM inequality. You were just lucky that a+b+c=3, and thats why it works.

    • @saroshadenwalla398
      @saroshadenwalla398 2 роки тому +4

      I think it's RMS and AM

    • @user-cr4fc3nj3i
      @user-cr4fc3nj3i 2 роки тому

      the AM-GM inequality

    • @wojteksocha2002
      @wojteksocha2002 2 роки тому

      @@user-cr4fc3nj3i no its not

    • @user-cr4fc3nj3i
      @user-cr4fc3nj3i 2 роки тому

      @@wojteksocha2002 wait I think it is the somewhat generalized AM-GM mean not the normal one

    • @IanXMiller
      @IanXMiller 2 роки тому +2

      Agreed. Its not always true. If a, b & c are less than 1 then Michael's inequality is false. It happens to work here as a+b+c=3.

  • @dsafdaa8874
    @dsafdaa8874 2 місяці тому

    It's so amazing form Cambodia 🇰🇭

  • @MultiCarlio
    @MultiCarlio 2 роки тому

    I love inequality probkems!!!!

  • @aljuvialle
    @aljuvialle Рік тому

    4:45 it's worth a while to check for y = 0. Otherwise, this trick doesn't work.

  • @alainleclerc233
    @alainleclerc233 2 роки тому

    Hi l’inégalité est vraie pour tout a, b et c si et seulement si a+b+c>=(5/3)^2, ce qui est le cas ici

  • @zactron1997
    @zactron1997 2 роки тому +2

    I personally like titles which describe the content of the video succinctly. "A tricky inequality" is probably a little broad. As for thumbnails, I think your current style is actually really nice. It shows the problem to be solved, which I think is the biggest bait of a video, whilst also not being a lie or dishonest.

  • @pandabearguy1
    @pandabearguy1 2 роки тому

    Unequal symmetry > symmetric inequality

  • @barisdemir7896
    @barisdemir7896 2 роки тому

    Title: Symetrical fixed questions

  • @bilbag911
    @bilbag911 2 роки тому

    Can't this be proved by inspection in about 30 seconds just by looking at all possible values: (0,0,3), (0,1,2), and (1,1,1) (due to symmetry)? Not as much fun, but direct...

    • @NoName-yu7gj
      @NoName-yu7gj 2 роки тому

      It's not super clear, but nowhere is it mentioned that a,b,c are integers. They're just bigger than or equal to 0. If it was just integers, you could brute force it, but more tricks are needed if they're not integers.

  • @user-wu8yq1rb9t
    @user-wu8yq1rb9t 2 роки тому +1

    So satisfying.
    Thank you.
    But I think the last part was obvious and it was unnecessary to do. Am I right?!
    ( The first page, or the title of video is wrong! We have smaller than 3/2 instead of bigger than 3/2)

  • @assassin01620
    @assassin01620 2 роки тому

    Sorry if this isn't helpful, but the best title and thumbnails are the ones that are not click _bait._

  • @Neura1net
    @Neura1net 2 роки тому +1

    1

  • @vincentr5956
    @vincentr5956 2 роки тому +7

    Title suggestions : "You'll never guess the answer to this equation!!!", "I tried to solve this problem, then the unexpected happened!!!", "Only 1% of people will be able to understand this!", "The 5th step of this proof is just AWESOME!"... :D

    • @Boringpenguin
      @Boringpenguin 2 роки тому +6

      Inequalities gone wrong

    • @vincentr5956
      @vincentr5956 2 роки тому +2

      Modular arithmetic can solve (almost) all your problems!

    • @jimbolambo103
      @jimbolambo103 2 роки тому +1

      1 simple trick to solve inequalities!!!!!

    • @anonymous_4276
      @anonymous_4276 2 роки тому +1

      So like Presh Talwalker then.

    • @megauser8512
      @megauser8512 2 роки тому +1

      @@anonymous_4276 Yes!

  • @wise_math
    @wise_math 2 роки тому

    the thumbnail is wrong, the inequality sign should be reversed.

  • @thanos_GR
    @thanos_GR 2 роки тому

    Thumbnail: move all variables at LHS/RHS at say " {expression} is Positive/Negative". In such a way no inequality signs needed

  • @brankojangelovski3105
    @brankojangelovski3105 2 роки тому

    your problem is different on the thumbnail lol ( it says less than or equal to)

  • @trogdor20X6
    @trogdor20X6 2 роки тому

    I mean the way to get clicks is to do clickbait. “Math professors tackles this IMPOSSIBLE problem” or whatever

  • @charleyhoward4594
    @charleyhoward4594 2 роки тому

    how about this title : « this is a tricky inequality with a beatiful proof » ; avoid it !!

  • @yt-1161
    @yt-1161 2 роки тому

    That thumbnail don't do that again

  • @awesomechannel7713
    @awesomechannel7713 9 місяців тому

    F*k it, looks like Mike has come up with a good strategy of making the video clickable. Just show the wrong inequality sign in the thumbnail. Well, I felt for it once, but next time I will report the video for misinformation.

  • @bradhoward
    @bradhoward 2 роки тому

    pretty good for being bad at these

  • @alwysrite
    @alwysrite 2 роки тому

    for titles, always start the title with the main word - INEQUALITY - followed by the branch about the content. That way all your videos can be easily searched and listed?

  • @johnsvensson4579
    @johnsvensson4579 2 роки тому

    I would title it "You won't believe your eyes when you see this insane inequality!!". All in caps of course.

  • @IlTrojo
    @IlTrojo 2 роки тому

    open answer: "a symmetric inequality THE EGYPTIANS LEFT US or FROM THE DAWN OF TIME or KING EDWARD THE THIRD WAS VERY FOND OF or FOUND IN THE CORNER OF THE HOLY SHROUD OF TURIN or ALLOWING DOGS AND CATS TO LIVE TOGETHER WITHOUT THE MASS HYSTERIA (CIT.)"

    • @robertveith6383
      @robertveith6383 10 місяців тому

      Stop putting so many words in caps.

  • @wannabeactuary01
    @wannabeactuary01 2 роки тому

    Title: Symmetric Shortcuts - Inequality 1