One job. On. The first of the rest. Of the Royal Society. Of. The. Site. For a. Number. Of. Very high for their. Own. Wonderful. And. An and. That's all I'd like to thank. Star Ross and other people responsible for inviting me here is a great pleasure to come it's my first time at. Georgia Tech and it's been nice of a look around seemed like a great campus. I was coming from Nashville and I thought I was coming south so it will be coming to a warmer place and this is what a. Big call here than I had had predicted. Right so. One of the formalities of my first to go through. Let's just get straight on to talk. So the title of the talk of the sea is how quantum and statistical mechanics gave rise to a polynomial vary in the north so this is an old story it goes back a step of the states go back to basically begins in about nine hundred eighty or even before. And the part of I'm really going to talk about was over and about nine hundred eighty five. But it must be an oldie but goodie because every time I give people a choice of several pokes at the they might want to hear this is the one they choose so and I have to say I haven't yet fit up with giving it so hopefully it gives me a chance to relive my glory days or something. So that's what we that's for them and talk about. Another wave of. Perhaps more. Graphic way of saying what this talk is about is from that and that. To. That and that So let me just explain some of these pictures this this one here is put possibly the most puzzling it will actually this is probably. Some group of mathematicians my most famous picture. OK as my piece of. This was my attempt to. Draw a certain for Norman algebra which is something we're going to be talking about and this was a better as accurate description as I could get of it this is supposed to be a laugh this two dimensional lettuce on and on which would live something like the easing model from statistical mechanics but some of them this one kind of mechanical models and this is supposed to be a not will I look to say about knots and the amazing one of the amazing end points of this this very rapid voyage was going from these very abstract and on. Well that's the that's the best picture I could draw of what I was talking about through real life in a biology in labs and so on this is a picture of a D.N.A. molecule. And not a D.N.A. molecules no doubt that. The D.N.A. molecules get themselves tied up in knots so I probably won't have time to say anything about that but it was. A mind blowing trip to all of us and a couple of years. Right now the person who's really responsible for it is this gentleman here. This is this is John for Norman and it was basically his idea is that I was following and his inspiration and I'm still following in my in my mathematical and full physical Korea so he was an amazing person I'm assuring that you know about him I put him up twice for what he wanted the difference. Could there's lots of and it don't and if you by any chance you're someone who doesn't know about phenomena go look him up right away you will be absolutely staggered boy what the mind of that person. Right so I want to start my talk I'm not entirely sure what background the people who want to try to turn you on to. It's phenomenal the bus boy asking you a very simple for mathematicians question. Which is that what is the dimension of. C. squared two copies of the complex numbers a Cutty's in product of two copies of the complex numbers would have pairs of complex numbers. Right the would I mention will be in Forth reduced to just deal him what is dimension all the complex numbers. And if your methods as you go you use first reaction is what is he talking about they must be kidding because the answer is to write. Two copies of the complex number system Engine two. But then well that was supposed to be the answer I would have asked the question right so now I'm going to give you another answer which would be the next one you would get the income which would be. Four right. Because you know the complex numbers is two copies of the real numbers real imaginary and the four for those all together in C. squared OK. Again I'm going to propose another are so which would have pleased Norman and will be the spirit of full Norman in these so called for a moment of this is the other answer. Hough. OK. Well what's this nonsense going to be the mention how that's ridiculous Well it's not ridiculous. And here why do we get a half well to figure that out how did we get the answers to and for well we thought of C. squared as it's two copies of C. It's the number of copies of the field underlying thing on which everything is represented that you see in the in the space so you see two copies of the complex and. Well if you want to work out on the. The reels you see four copies of the reels so I claim that you see one half a copy of. The two by two major cities right because the two were two major cities over the complex numbers a two by two matrix is something called A B. C. D.. Where all of these are complex numbers and if you take half of that split that in half then you get into. So the lesson is that the dimension of some space in the snowy sense depends entirely on what you're measuring with respect to it's two copies of the complex numbers focus of the real numbers and exactly one half of a copy of the two but to matrices in the two but to make the C's act on the the. The C. to the usual formula for Matrix multiplication matrices by vectors I'm afraid if you don't know how that works. There's a door because you know that's supposed to be common to every educated scientist these days is how matrices act and how you multiply them Victus. So I'm not going to go any lower than that right so it's going on. What's the now we can say or will we have. The space of the complex numbers or reals we know all the possible dimensions of the spaces of their it's the integers one two three four five six seven according to how many copies of the scales you see in the first place so what's the corresponding answer for the to go to major cities. So in other words what is the set All numbers which are the mentions. Use a method to go to modules over the tube or to major cities. Places on which the two boys emergency say well we've seen that certainly contains a half from these guys and he can't get any smaller than that the mattress is just one act on anything when that So on the line you can or you can take the tube or two matrices acting on two copies of this system over creation by themselves and that will give you one right that's the whole philosophy if you take the matrix to go to majesty acting on themselves it should be dimension one just as a complex numbers they can sell should be dimension one real number Second this is OK so we're going to win one and then if you just keep adding more and more copies you get this on. The set of all dimensions Victus plays all modules over the two What two matrices erode one half one three have to have and if you want to string infinitely many of them together you get infinity as well. Right so that's the. Stuff for now sort of hopefully motivated you all got you on the road on which I want you to travel for the next minute. Because no one to replace to. Boy another interview so we would get to be a variable into and with change the question to what is the set of all the mentions of spaces over the envoy in major cities OK Well obviously the smallest one is going to be someone tell me. Stories are Thank you this is over the next month. Or next month whatever it right and then threw over and three over and so on OK it's not up there is no. There it is zero one over into over and through and what's happening is in gets bigger and bigger we're filling out the unit interval right now what for Norman one of his. Great discoveries Besides you know how to make an atomic bomb work and you know game theory and. Or Thomas and both of those things one of his great discoveries was that there are these things that are some kind of infinite general dimensional generalization all of the envoy in major cities these so-called two on factors I mean it's a it's a funny term but you get used to it because on the set Hellboy in this talk he sings call to talk to one factor this Him and their role in life is that if you take the dimensions. Of. Spaces over them. You get all of the get between these integer one over and get filled in and you get the whole positive real line in zero and infinity. OK. So you don't need to know what exactly they are the definition Bubba but what you need to retain is that they said it will dimensions of these things is continuous since the whole real line OK and this one is going to be one distinguished one which is going to be M. which is some kind of infinite dimensional matrices acting on itself that's going to have the mission one remember to go to matrices on the two or to make the series with the missing one in billion matrices on the in by matrices with the mentioned one or just maybe. The point nuff in the. Previous one but there's always the hero did I put this one here because of one that is the sort of comical thing acting on self so so it is with the he's. B. school too in fact this is the dimension of him acting on self because the one hearing is normalized as a God given element of dimension one. Or right now you know. Just the other change so typographical sayings are put in here is a very to H.. Zero point. Zero zero. H. and B. that's because I just Hilbert space we're going to talk a lot about who this place is and these so-called two hundred factors have a lot to do with with who gets places. There's a sort of logic we were into the world of things being infinite dimensional over the complex numbers even if the fun of the mention of measured bodies to one factor. OK. Norman was so taken by this idea. That he wrote a book on these things and called this continuous geometry and this is the. Book this pope peps not somehow surprisingly not all that well known these days but back in the you know one thousand nine hundred fifty S. this was a much more well known field of study so he studied. The if you like the most loose possible context in which the the theory would work so he showed that you don't really need to have a two in fact to get a continuous jointly but it's turned out the reason of this book is a little bit obscure these days this is the most interesting example but if these two affect us. OK. Right now I want to make an important technical or sawed I want to explain to you just how when you working with these things and doing calculations how this continuous don't vary. Royce's have this continuous dimension rises or reminding you of how. The dimension of a space. Is naturally not. In ordinary. And you know the first winner of the course you know the. Like I say that when you're older these days should be common ground to all scientists anyone who dealing with numbers in fact I've been one of the people thank God no one's ever taking me seriously perhaps but I've always been arguing that we should teach linear algebra before we teach calculus. Because it's just you know any discipline and science is going to be dealing with numbers statistics and so on good enough linear algebra. OK That in fact if you want to understand calculus you got to know linear algebra so for me it's all basic thing and we should teach it first. Actually I think the reason we don't this is bloody boring to teach. Anyway. How do we actually get the stuff mentioned Well what we do is we realise the space P. we realise this these spaces the images of projection so we think of the space as being so it gets projected on from some maybe higher dimensional thing we this is a projection. And projections. A special kind of matrices they have that piece squared equals piece it will pay and this for this property which I want to bring out piece critical piece therapy which Eric algebraically characterizes them but what it means in sort of hands on terms is that if you choose a basis approach appropriately with a few diagonal as your matrix you can always assume that projection is all zeroes except a few ones on the dying off and the number of ones on the diagonal is a dimension the space so the answer. As the the dimension of the space is the trace of a projection in the trace at the diagonals so. The dimension of V. is the trace of a projection in some algebra matrices well so it is with these projections of that kind of operator the kind matrix and for four more minutes the same is true one fact is. Have a trace just like that in by and matrices so to matrices over him so we can play exactly the same game and we can realize from Norman's continuously varying dimension by taking the traces ending up to diagnose months of projections so I've introduced two things are going to be key projections in the traces. OK maybe saying well you know was that have to do with not well you'll see. That's the adventure we're on. OK. Now. I want to remove the physicists in the audience they probably is bored but as a mathematicians have been sofa I just want to remind the audience of the basic mathematical structure of quantum mechanics. And this was most clearly understood by from learning him selfe wrote a major book on the subject. And there's a picture this is a relatively recent addition but what I want I'm just going to talk about vanilla stuff there's no no one will dispute anything that I'm bout to say and it's contained in some form than in any serious text on quantum mechanics so here it is this is the gospel. This is the gospel of quantum mechanics. And the so you have a quantum system is the states of the quantum system a given by one dimensional subspaces of some complex who but by. Yes I don't tell you what it was places I sorry. I can tell you they're complete and fundamental complex vector space was opposed to the definition for. Several The pure States a recording system a given by the one dimensional subspaces of some complex Hilbert space the observables of the system such as position and momentum and spin and so on a given by self or joint operators so the things that halfway to being predictions I will say. Operators self join operate is on the Hilbert space which may be banded as in the case of the components of spin or unbounded in the case of momentum or position. So in the now there's a great thing if the connecting these things these vectors in those places supposed to be states operators are supposed to be doable Z. and the connection between them is this formula I think so exhausted with what is supposed to mean is that number member I guess I'm really going to hold this place but it was places always have these in a product which are written with these. You know with these pointed braces put into brackets that number which is space in a product is the average value of repeated measurements of I if the system is prepared in this in a state given Boeing saw I saw one mechanics is inherently known that a mistake and this if you prepare if you set up the system on an identical way you don't get the identical measurements but this average value of these measurements of I was given by this product. The repeated measurements of the. Of the repeated measurements of the system of prepared in the stadium like so on. So if an observable or committing family a verbal. As given then this is wonderful theorem called the spectral theorem which is the infinite dimensional version of diagonalization matrices and what it says is that you can express the Hilbert space as this so this is square in the room square integral functions from some space into some other some other victim space the said this is all right now these are called wave functions you can't avoid this if you do quantum mechanics. And the given observables become multiplication operators. On the ill to space. But that's the way it is a said that in any. Textbook read to beginnings quantum mechanics one o one. Where the scale is this X. for instance is supposed to take care of all of the spatial momentum observables and then the sum of jury hope its place K. which might take take out of some more. More subtle I guess in things called degrees of freedom such as I said it's been it's been one of the supposed to be. I won't go into what they have but physicists in the wings will sort of. Be happy with that. Right so that then is the gospel there's a few boxes of the gospels a bit longer observables A and B. can be similar tenuously observe the tree accuracy only if they commute a big was B.A. itself or joint operators. And. Otherwise than this some. Inherent limits on how well you can observe these two things and plenty Asli and. The free analysis gives the Heisenberg uncertainty principle which restricts the standard deviations of momentum and position. Observables well others not just momentum and and position but this others and the similar droughty and operator language on what basis expressed by this P Q minus Q.P. is equal to the I square that's the square root of minus one two and. That's some fundamental constant of due to Planck. Constant which will play the role in this torque as being a very important variable. Those first be a joke. If the Gospel goes on the pure state can be superimposed but adding in ending the unit vectors and this is so the deep mystery of quantum mechanics and no one really understands I mean I think for I'm in the foot famous for saying anyone who thinks they understand quantum mechanics is a full and this is where there's this like of understanding because when you add together two things the the states a given by the vectors up to a phase but when you add them. The phase counts you know doesn't have any meaning for the for you know observing for the values of observables this is a source of great mystery and confusion as a resulting state depends on the phases of the representing victims it gets in the way when you read things on the other hand there's a simpler notion which for a moment really temp in the mix but make States and their states that you'll call the convicts combinations of pure states of observables they give them by things called Trace crossover it is and this formula in force is the bottom trace of either the minus H. and I. Is the thing that gives every devalues of observables for the system in the state even is not a pure state. Going to a state for member with. Vectors one dimensional prediction. And predictions themselves are called. If both a simple thing is the state and observable and they simply these question observables P. is the system in a certain state on this early pure. Right. To end the gospel one important thing which is if you have two quantum systems given by it was places H. and K. if you want to get the Hilbert space given by the joint system you take the tense of product. And the tense approach to what's places and what is meant by a joint system is not always so clear because these things call for millions and both zones with when you put two of them one with itself you only get this symmetric or any sort of trick parts of the tense a product. OK now they're into the gospel right so everything I just said is done is done and you know the first few weeks months possibly of the really quantum mechanics course and it's beyond argument right. Anyone comes to argue with duke it out afterwards so now for Norman sort of went off in a different direction from perhaps most of from physicists and that he introduced the sort of trying to get deeper into the mathematical structure of what was going on introduce these algebras of operators on Hilbert spaces and I closed under the stuff of ration the Hilbert space is a joint This is transposed like received. Because observables are supposed to be so joined so the two one factors are examples of these things which have this continuous dimension. But you know as soon as we think want to think about subsystems of quantum systems we're smack in the phenomena of the land and I'll say a couple of words on that. Because the subsystem of the system is going to be described by some phenomenal run. Of observables. In the gospel of full Norman elder of the whole system of I want to be ambitious talk about the whole universe. And it has its place of all possible states of the universe and the fundamental truth the whole thing is all possible observables all possible states of the universe which is maybe you know more than we could possibly contemplate just being living in this tiny little corner of it. So but so will it naturally be talking about subsystems of the whole universe and they will be given boy from Norman algebras of observables corresponding subsystem. OK So while everything. Is given by all operators on this big open space. That's too much for our mortal Munns to get groups around the mathematically with necessarily going to restrict to swot systems which are mathematically given by the small algebras and phenomenal diverse and that's why for Norman was so interested as one of the reasons why he was so interested in phenomenal but now what he thought was. What he hoped so hear this from Norman himself thought and hope that these two one fact is that he that he loved so much we're going to be the right ones for quantum mechanics because of this trace because of this continuous dimensionality and so on but he turned out to be wrong and that. And here I have a picture that I don't know. The interview will recognize this. Anyone know what that is. Right. Then right this is a David Rittenhouse laboratory at University of Pennsylvania where. The mathematics department is housed there is not put it this is this up was because I used to have in my position a book of handwritten notes from Norman called. Quantum mechanics continuous geometries with a transition probability quantum mechanics something like that it was one hundred page or a notes were at the end of it he realized he'd made a mistake OK. We couldn't quite get to where we wanted and I presume this was one of my treasured possessions uses for Norman's handwriting with for Newman's crossings out and so on and one point when I was a pen offices were burgled. Very sad because I lost my. Hand written from when the very said thing actually to be fair just about every last book that I think I used to have and I don't have any more so it was taken from me. Burglaries a pencil you know but it probably was actually. Anyway. There's a saying for Norman was wrong in that do the work of hug and kiss let another system that to be not the case it was a two one fact in this but on the other hand he was right in the sense to do the work of to me to talk so I can call on it turns out that in some strong and usable sense all phenomenal Jabbers including the ones that. Wanted to show that you have to use its so-called top three factors or they could be reduced to the form women's beloved put to one factors. So in that picture that I wear gave the beginning of the thought that just black circle there was my attempt. To describe to you a picture of what it to infect looks like. OK actually more precisely what the projections inside to infect look like. So now moving right along. I want to get to some fact this sort of stuff was mentioned some fact is in the in the talk I want to now talk about to one fact is some fact is and two in fact is so since a factor itself was just this big blog with pretty had to say what amazing what the subject is like but. Let's just say that a subject of a two in fact are credible in the big two in fact it is him the small ones in. And the small one is going to act on the big one by multiplication just like matrices act on major season of images inside a magazine act they always act by Mobic ation so therefore we have the right to consider this number the dimension for Norman's dimension measured by in of him a member has a whole order the beginning the mentions of things depend on what how they're being acted on and if it was some factor which is just a small factor inside him we can look at this number. Right so what is supposed to mean. In some no evil perhaps less naive sense is how many copies of India see and saw it in what was our dimensions the number of copies of your base field you see inside the thing that's acting on it was how I started this lecture the secret was to. For half the pinning on what would have been the OK so now here we have an example you may not know what a true infector is but certainly going to be able to take the two by two matrices over it and so we have a first example of a some fact that is the two boys who might receive in M. as the two by two matrices of N. OK so what is the index in this case. OK so the. This is a question though and posing and I'm not going to go on until someone comes up with the answer. How many copies of N. Do you see inside the two by two major Cs over itself. Go this a great audience for because there's a B. C. D. so forth so there's the answer for so we can go on think of that so now even though you have no idea what to infect is you know what this dimension of him of in is and we call this the fancy index things in the X. of the sun factor and in that example it's four. OK. Sort of I didn't say this or. The dimension measured by end of the two by two major cities. In. Four. Or eight so that is to vary as we are and have a doing we see that we get all squares of integers as I mentioned in the season some factors of two one factus for better or one for. Nine sixteen twenty five and so on and infinity we don't have zero right one is the smallest So whoever it was said with zeros is morally wrong the smallest one is one but. If we look at Galois theory we can actually improve on that we import Galois Theory into the picture looks like a subfield groups on it before we get all integers so we get one two three four five six right and so on. OK but there's something wrong here because that mention was according to full Norman. Was supposed to be a real number variance is going to be at least one because you know you can't get this and one copy within is contained in. So we've only come up with integers and we actually did quite a lot of work to come up with and just took the matrices. And we use Galois theory so we have mediately. Pointing go a theory risk it all positive than the just so we immediately pose a question but remember that it's supposed to be a continuously very real numbers what for one and then of these then to effect the four and we've only come up with the positive integers. So the question is what's the answer. And here is the theorem that sort of got. The got some factors going and. The. Connection with physics makes the answer kind of interesting possibly for physics so the answer is that if the index is less than four then for Koso and squared in for any groups three four five six come of the well the hell is that for doing the and I was wondering that myself wouldn't realize these numbers converge to four as intense infinity so for those of you OK So if it's less than or equal to four that is one of those numbers. So the something wrong here that. It's less than a very top should be a listener equal to and makes makes it makes it exists then amazingly enough a norm is continuous to mention turns on and from four on it every possible real number. OK So this is a mathematical result for prove that about nine hundred eighty one or eighty two. And here's a picture of these things these little crosses the four course could put N. OK like there's been States of a sort of you know physics and like the bound states of an atom and then from four on you get the scattering States with any possible real number as being the value of in the X. for some factor. So you notice that the first few values. A one that's focused group of the three this is focused. Before and the first sort of exciting one the four course quid pro five which is also known as the square of the golden ratio again in the three and you go up to converge up to four and then continuous for moments which is on and you get all real numbers from then on. OK So you know I could Wexler work about this for at least half an avid I never get to where I want to get so. So let me skip all that and just say that I'm not going to give any indication of the proof except that in the course of the proof you run up with us you run into a sequence of projections why insisted on these predictions these operators that this property and I'm going to call them. In so I did too in fact. So whatever's going on is one thing as an Ambien that's a trace because from them and said trace the mention move on and these projections satisfy these magical relations. That. Well you know it was the That's very magical isn't this is something missing this should be you know I squid. The first line should read. Squid is. And then these funny things you know you know A plus A minus one equals some real number which is actually the inverse of the index. So if he has a next door if you meet them and that's what they said is four and on the other end of the two apart they commute. So as observables a simple thing is the observable a million they interact to feel like if the next door and for me this is ambient trace. For Norman trace and that says that the trace of if you take any bunch of the first in of them take you. Multiply them a multiple of the next one then what happens is this number comes out trace breaks. This. These relations should sort of evoke something you know some stirrings of neurons moving through most people if they think about them for a while this will be some relation with Markov chains This is some kind of independently of the first in they have the next one and something happens there but other was things that the Independent or lattice statistical mechanics will let us you know quantum chains of things we put these you know as one next to each other and is in the squad of spin chain something happens the next door of the Was this the nearest neighbors local nearest neighbor interaction. OK. In fact you can say physically that the you know if you're a quantum computer the the eyes are chain of cube it would say only in direct of the nearest neighbors and way back in the day papa actually show the can be realized and what one would say these days is a China would agree to spend cubit by a sum certain. For but for matrices. In the Trice in that cute picture the trace is given by the ordinary matrix trace the to the end but to the end matrices of the moneys be the age and sex for some and will Tony and and some in this temperature. So all of this is what's about a sort of quantum spin systems quantum statistical mechanics. OK. Right now let's change gears completely and check the times as. Hopefully not going to run out sixteen of the. The good or sad thing about this Beemer is that you always see the little thing have you know this is sixteen have twenty nine which is how the works are getting on towards the end the final goal and the penny on how you are enjoying the thought you think God I still got the thing these damn pages to go where you think man is to bed this is fun all right so here's a no no it's just a three dimensional clothes and the nice thing about them is you can represent them faithfully in two dimensions with a picture this picture of a knot. And braid. Is something very akin to a thought it's a way of talking you have to horizontal buzz these blue buzz toward the top ones to the bottom ones with a rigid bits of string OK so that's braid now braids has the advantage of a knot. And they form a group. You can. Concatenate them so. I'll do that in the board in case you don't want to do. If you take a braid. Here with the with the ridge strings Alpha. System and you have another one with the same number of strings then you can put the. Second one on the bottom and just join them up and you get to braid. Remove that central bun to get another braid so this is the composition of braces is the group operation Alpha Beta will be two alpha depending on. Which hemisphere you come from or. With your left handed or right and something anyway the idea is that braids have a group and this group is generated by some very elementary braids these just simple crossings just because if you see any braid you can organize the crossings one after another between adjacent strings and so drawing the sigmas. Don't signal one and sigma two here for the three string very group. And anyway what you find displayed during pictures is that the braids. Abstract very individual simple crossing breaks between adjacent strings satisfy the following relations sigmoid is like my post once again it was Sigma plus one hundred of us one the next door to some kind of interaction. And if they're not next door they commute physics the simple tiniest observable no interaction. Right. So what's going on here well you know. The. Gist of. The literally ended up was talking about these breaks at the same time though I finished talking up about the zero as when this remembers just quit. OK. It's that error has. Repeated itself for the voices of cutting and pasting obviously and. Well if you look at those two things together next to each other then you just can't help thinking maybe there's some relationship between these braids and these index for some factors and indeed what you find is that if you choose T. carefully. Then the and just right right don't you find that these relations. Employ these relations to define sigmoid to be this particular combination of E O I. This is not a one cause this is an I T.E.O. I mine is one want to see or in this particular combination of. Ers in the identity actually these relations imply the braid relation so what you find is the the break group is. End up being represent. Did these braids this group of brains in that be represented in saw it it to infect. OK. It's sort of amazing. And here's a picture of the place where I actually realized that some of my one person two people three people certainly recognize this building here this is Geneva and this is where the mathematics the method it's the problem the sort of stuck in a P.S. somewhere in the it's really amazing place to have a mathematics department and people have been complaining about it for at least fifty years but no one's been every direction we do it the methods from the still we're stuck between a supermarket and some banks some Swiss bank so. This is in the people told me about the breakthrough I didn't know anything about them this place any way to get the news the story will stop and even move on to. Mexico City which is where I salute the next step in this thing so I discovered these braids in Geneva and I thought boy that's really neat. And so I just tried to show these representations of the bridge group to people and no one absolutely no one in the entire mathematical world took any notice whatsoever because there was no you know no one was interested very instant braids Fallis representations of the braid group just wasn't a go but when I was in Mexico City sort of was a was a spouse my wife was the official dignitary there and I had some free time on my hands and mucked around in the. In the log or the. University and I found the representation interesting no one else did but then I came across this book by Cox of the. Old Regular complex probably Topes. And on the cover of that book was this rather fascinating but perhaps to complicate overcomplicated picture but then I looked inside the book and I saw that cock to the fore this to describe this picture was all about three minutes to make or sees three major cities annoyed already written down as representations of the brake group. On the certain number generators exactly bankruptcy's which I knew were in the course of the book so then I thought well that's that's really interesting my representation maybe everyone else is wrong and I'm right these are interesting representations of the bridge group I couldn't get anyone interested and then in a year later visited mathematician John Berman There she is she was for Mrs braid and. I visited her Iran working on this is Columbia which of which she was annoyed showed her my representations and I thought well I'm going to go to the top she was no more interesting than anyone else said to say she in fact it was somewhat depressing that you know now absolutely no one not even the world's top exposing braids was interested at all in my ribs and patients so I went away but saddened but fortunately Joan was very generous and she did tell me all kinds of things in particular about the rip the connection details of the connection between knots and braids and and so very quickly. Here it is if you have a braid this is the braid that we had before or you can do is what you call closing the braid in closing the braid is tying the tops to the bottom of the brain so you do that is the braid of taking the top strings and I'm just going around doing them to the bottom and that Patton and then I remove the buzz remove the blue buzz and what do you have. You have. A note or possibly a link a link is a note with several components and you might get a link I think in this case. I think it's a no no it's just one component. Right. So this is a well known correspondence between braids and knots and in fact it's known. Boy Alexander this is not the Alexander who destroyed notes this is the Alexander who. The American John Alexander who. The lots were not in the early twentieth century so he showed among other things that you can actually obtain all notes in this way that you can give a not you can turn to a close braid Injuns showed me had do that remember through noise of. So all links can be obtained in this way I'm still gonna don't also told me with result of I cough which says exactly what different braids give the same wink so given a wink you can get it as a close braid and lots and lots of different ways but there's a theorem to mark off. That. Says those different ways then you know so week after this after my big disappointment that. You know zero of the human beings compared to Crete cared about my representation a miracle it could. And that was that this Marcos theorem. Joy of exactly with this condition that I had about the full Normans trace right this thing trace of axiom plus one OK which is so far been missing and in fact what Michael Steele showed you more or less immediately but it was. Another miracle we even mention this we call this trace a mark of condition because. Those or a mark of. Well actually it's not the same a Michael of. Not the same a Michael. But the father and son. Amazing so. Anyway the point was putting all the ingredients together taking the trace of a braid you get a. Invariant of knots and links called which I call V L of T. by the following procedure first or you take a link. Which remember a link was just an I would very close could have a quick solution you're represented by Alexander serum as a cook the closure or braid L. for in some braid group you represent that braid in the sail through the eyes in the one factor but a sending the good right here three more goes to see so obviously here I didn't cut and paste this T.E.O. I minus one month over there remember that formula. Until you remember just some version of the index of the subject. And then you take the trace of the brain in the algebra multiply sort of simple fudge factor involved you have an invariant of knots and links not to speak of examples So this unfortunately in my first bus I knew would be running out of time so I am. I didn't include this in the. So here's an example. So here is a not this is the simplest anyone know this is the thread for and on. And at the end of the day the pulling this not is the plastic you administered in the fourth So if you go through this long complicated business this is the answer that comes out. Right now this Alexander I've been talking about. He actually had another poem you'll call the Alexander phone a meal and his Pono meal for this not was T. plus the minus one plus two. In the US. This is the only gun for. It so now you know just wanted to put yourself in my position for a second after the meeting with Joan. A week later so the US will bolt upright in the moonlight and realize that I had this pulling on me. And I calculated for the trip for by the next morning and I had that answer. And there's a Selig's on the phone in the middle of the been around since one thousand nine hundred eight. So what would your reaction be. First reaction or made a horrible mistake rubbish and. Well you know a calculated again again again I think that all over the seem to be OK on thing to be no reason well. What's your next reaction was. In there's not much difference between these guys just rediscovered the Alexander phone so that would have been a disappointment in fact because of the connection with statistical mechanics or sort of completely. Glossed over having talked about it when the been to bed because I knew that if this thing that I discovered was the Alexander poem you know or would have solved the pot small this was a famous open problem and still is in statistical mechanics so it was a nice win win situation anyway it turned out to be. It turned out to be. A new phone number. So this all happened a long time ago in the summer of ninety ninety four which was bad year for well characters of course but a great year for me it was very exciting times this is a long long time ago this is ancient history. The physics connection was there right from the start in fact even before the start and. If we use this many of Princeton papa bidding of the you know is inside the to go to Major season what we have is a quantum spin chain Well Prince but it was a quantum spin change on the not the spins and the not interactions at the crossing and the. Jones circle John's point was just the trace the the every dryly of the. Hamiltonian on the quantum spin chain and writing this formula to explicit formula for V. For a picture of the knot gives you the quantum spin Jane right so that's ancient history now not having much time for it being already over time I just want to run very rapidly through the recent developments. Has been about. Thirty years. So we are going to have to spend all this time on this old stuff going to Iran else's work and best thirty seconds. Is totally unfair so Calvin gave a beautifully simple way to define and calculate this polynomial without using braids many people discover many more polar normals along the same lines or unified by the thought of quantum groups and their matrices. Wouldn't show using quantum field theory ideas interest in mid June so I mean sex and its connection with conformal field theory had to extend V.L.T. from the links an arbitrary three minute falls on all of the developments since then this is probably the the big one. One hundred eighty eight including Mt links and thus invariance and three manifolds themselves. With a silly if and just a new kind of not invariant from the other break topology of the space of all knots and Berman and so help was related to these pulling the mills can save it showed how these finite what became of finite top invariance were related to the put a bit of expansion in quantum field theory not the only one but maybe do the best. And now to say that two of the world's main experts in these and other and all the aspects are here to take in this audience several SCO fully disentangling So if you want more of this after we're gone then you got no more thought you can't get a more authoritative version and then and now want to end of story in this cover in a from ology which is the most recent which is a ten year old perhaps big new development this well I want to end. With. In spite of all these sophisticated tools. Or quantum groups and provide for modes in spectral sequences and form and theory and you know that goes on gauge theory and so on his own without him there are two very simple problems which are open in one thousand nine hundred four and remain open today so I won't tell you what that first problem does there exist a non-trivial not who's John's problem it was trivial. And it was does the job for me of the take the unknown if you drew a picture it's very hard to tell the four looking at it whether you can until I don't can calculate it John for no and we'll tell you it's possible one that is open. Feelings on the other hand for lengths of more than one component your answer has been known to be yes for over ten is so little for it or rather his computer discovered that particular link on two components and that link the problem is the same as a pony of two component unlink. Rising So it's a fifteen crossing link. Not so on the other hand thanks to stuff for us. More Once computers now working I believe on all twenty one crossing not supposed to be done by Christmas. And the computer the the I think the game was the one one of them. Billion right in the more than a billion knots to be looked at and none of them has turned up as having trivial don't fall on them so if you want to go on you know solve the problem you. It's not very hard to stay than don't look at a not less than twenty one crossings. And the second problem which is quite related this is this representation of the bridge group inside the. One factor if you take your place a breakthrough but images which I describe how to get inside the two in fact is that capture the entire structure of the break group that's also open. But although it's true that if one wells more general presentations it's come from Poland from another poem Mills the answer has been known to be yes for over ten years Also as with a big long Kraemer. And the the last word hopefully is that. The reason these problems are so hard is that in spite of everything no one has the foggiest notion what this variable T. or at least no useful notion of what the variable T. in the poem you actually means Alexander it's quite easy to understand. And. Here are some of the answers a cropped up and different several different guises this variable is the almost number of elements in a finite field the Sigsbee exponential of Planck's constant is in varies it's an inverse temperature it's a number of spin states it's also the the lambda and cons classification of top three one factors but sadly none of the interpretations gives any hint as to how the top logically would you metrically manipulate nots to control on a mill. So that's the end thanks for listening. Yeah. Yeah both using me. But I think that we may regress even though it really feels like most all. Like really this is all this is a person thing when you're. Out. Late you know when I was. Into the verse a student. I was asked this question but I don't pick month who was actually the this is a voice of one of the most recent Fields Medal goes from Geneva. And I've been thinking about a sort of sense on and off and. I think it. Lets the stuff it was a little bit run the major cities and trying to solve that problem but. For me personally it's pretty cunning. And I don't think it's properly understood mathematically even today. A very good question.