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Determinism is Wrong and It Matters in Quant Finance 

Dimitri Bianco
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As I have been working on a side project related to quantum mechanics, the concept of determinism has been coming up. To my surprise it seems a large portion of the physics community actually believes in it. This leads to the answer a subscriber asked whether physicists are better at quant finance than other fields of study. The truth is physics teaches you many useful skills for quantitative finance such as math, stats, and programming however finance is brutal and unforgiving. Many physicists have thought there is some sort of formula to solve quantitative finance such as unified theory. There is not and these individuals along with their firms go bankrupt.
Humans are not predictable and free will matters.
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29 июн 2024

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Комментарии : 50   
@minymaker
@minymaker 2 дня назад
Becoming a real quant is realizing Dimitri is on crack
@davidebufalini
@davidebufalini 2 дня назад
Dimitri, this video made me "sad" for various reasons. First, let me say that I have been in physics for 10 years (currently working as a Quant, or at least trying to do my best) and have a PhD in String Theory, so I might be hopefully more competent than the average person commenting on physics and how physics works. Second, I am here to create a constructive conversation, please do not take it personally, and I would be more than happy to discuss any of the points below further privately. Third, the reason why I spend time writing this comment is because I love scientific outreach, and I hate misinformation, and I hope that your followers (and you) can somehow benefit from this comment. I also follow your channel quite closely, and discovering certain "aspects" behind your claims really surprises me. However, I want and feel to contribute somehow. Please, please, please, don't take it personally. This video made me sad mostly for two reasons: 1. You must have spoken or heard things from non-serious/reliable/incompetent physicists. Some physicists are really damaging the impression that people can have on physics. 2. (apologies for being so brutally direct and I hope this is not perceived as an attack) You seem to express a seriously uninformed opinion on physics, with a harsh tone that I don't really like and was not really expecting from your videos (I probably had wrong impressions, and it is my bad, not yours). 1) Let me address the first point. Why the "others" (not you) made me sad. No serious/competent/informed physicist thinks that "we know everything" and (paraphrasing) that "determinism is the way" etc etc. We don't. Being a good physicist/researcher means being humble. Every time one studies or works in physics, one understands how amazing nature is and how little we know about the universe we live in, which is exactly in line with what you say in the video. Also, it should be clear to all physicists that quantum mechanics killed determinism (within certain regimes of validity). Sadly, there are "physicists" out there who sound arrogant saying that "we know how things work". This is extremely sad. 2) Let me address the second point on incorrect statements. - At 04:06 you say "Particles create a space". No. They don't. Within the validity of quantum field theory, particles are excitations of quantum fields. Within certain energy regimes, one can say that quantum fields permeate the universe and their excitations propagate according to particle-like behaviour and/or waves. You always forgot to mention the wave aspect: say, a Klein-Gordon field obeys a wave equation. In a semi-classical settings (valid for energies much smaller than the Planck mass) and ignoring the backreaction of particles on the background, most of the low-energy physics can be successfully described as "particles propagating on a fixed background", hence particles DO NOT create space. Your claim becomes more correct if you argue that "spacetime could be a coherent superposition of gravitons", but I am sure this is not what you meant. - At 05:00 you say "Big bang is blasting out through space". No. As far as we know, the Big Bang corresponds to the process of creation of both space and time itself, according to the most recent/modern cosmological theories which agree to experiments (up to certain regimes of validity). No serious physicist thinks that the Big Bang happened "somewhere". - Around 05:08 you comment on how things ended up where they are according to deterministic laws. No. No serious physicist thinks this, as clearly shown by the anisotropies of the cosmic microwave background. This non-uniformity is likely due to quantum effects in the initial wave function of the universe (whatever that was) and is NOT deterministic by any means. I appreciate your sceptical approach though, it is nice that you have doubts about certain claims: this is what serious research should always do. - 08:03 You define string theory as a non-sensical chase. This really makes absolutely no sense, and you should not make claims on things you do not understand. Have ever studied string theory or are you taking an uninformed stance taken from some random person on RU-vid or online? Do you understand why researchers like Witten (the only physicist who is a Fields medalist, btw) or Maldacena or thousands of people spend their lives on String Theory? Have you ever considered reading the paper where the quark-gluon viscosity/entropy ratio experimentally observed has been reproduced using holography from the N=4 super-Yang Mills? Have you ever considered understanding that Einstein equations (yes, Einstein equations) naturally emerge from the string worldsheet once you impose conformal invariance as gauge symmetry? Have you ever heard of the amazing result of Vafa and Strominger about reproducing the Bekenstein-Hawking entropy for some (simple models of) black holes by counting D-branes and string configuration? (More complicated/realistic black holes have been considered later on). Also, do you know that SERIOUS string theories openly say that string theory could NOT be the ultimate theory and that they are totally fine with it? No serious researcher I ever met said "Yes string theory is the ultimate theory". This was maybe 30 years ago with some people getting too over-excited, but this is not the way people think anymore. Please, Dimitri, do not fall into this trap, inform yourself before claiming such stuff that others could potentially absorb. I keep this point short, but I could go on forever. - 08:41. Please do not call the "physics attitude" the one where you know everything. Please, call it like "ignorant attitude". Again, no serious physicist thinks to know everything. Please don't spread the misinformation. I have personally spent enough time speaking to (for instance) Maldacena (and others) to appreciate how humble he is despite being a top theoretical physicist. Ignore the vast majority of people ranting nonsense online, the serious physicists fortunately/unfortunately are too busy doing proper research. I do not comment on consciousness because I don't have an informed opinion and I leave this to experts. People who are so attached to determinism have not really spent enough time thinking about the Fokker-Planck equation, quantum mechanics of quantum field theory, the cosmic microwave background, emergent phenomena in physics, dynamical systems, and probably have not read Derman's book and learnt about his warnings when comes to finance. Again, take the above as constructive criticism. I hope readers can benefit from the above. All of us should stay humble. All of us should acknowledge our ignorance and insignificance. We are just trying to do our best, and that's it. Nature (and finance!) is much more complicated than we all think, let's remain humble!
@DimitriBianco
@DimitriBianco 2 дня назад
I appreciate the well thought out points. These provide me new ideas to think about. I wish there was more of this in depth discussion and points on RU-vid and the internet. You are correct that not all and perhaps not many physicists are arrogant in knowing everything unfortunately most on the internet are. This holds true for finance and quant finance as well which you can see in the comments here. Given your position, what are your thoughts on Roger Penrose and Eric Weinstein? Both seem to disagree with string theory. While the theory is complex and there are a lot of details it doesn't seem like strong conclusions have been made.
@DimitriBianco
@DimitriBianco 2 дня назад
If you want to come on the podcast and chat, let me know.
@davidebufalini
@davidebufalini 2 дня назад
@@DimitriBianco Thank you for assuming a constructive approach! Not many have your ability and this makes everything much more enjoyable. In 10 years I have never heard of Weinstein, I will check! Thank you! I had the luck to have a conversation with Penrose exactly about string theory and black holes in November 2021. He is obviously amazing and has incredible physics knowledge. However, when I started mentioning "3- or 4-charge black holes" and similar (which are some kind of simplified/toy models people use in string theory to study black holes) he was not really following and understanding. The impression I got from our conversation is that he is "lagging behind" in research when comes to string theory, which has never been his field of expertise. He has been an amazing physicist and undoubtedly deserves the Nobel for his works on geodesic incompleteness in General Relativity. However, I would take his words on string theory with relatively high levels of scepticism: it has never been his field, but of course criticisms are always accepted and welcome when appropriate and when coming from such a great mind. Let me add that we all know that string theory has serious problems (i.e. we do not know the theory itself in various regimes, researchers are still trying to find a meta-stable non-susy vacuum from D3-branes and Calabi-Yau/Kahler compactifications reproducing the Standard Model, or constructing a 4D Kerr-black hole from stringy ingredients, to name 3 issues out of hundreds) and constructive criticisms are like gold, but is an incredibly rich and unreasonably effective theory. String theory seems strangely consistent and strangely effective, even math theorems can be proven/reproduced using string theory. It is currently the best we have, but does not mean is the right theory. Let's see!
@stevves4647
@stevves4647 2 дня назад
@@davidebufalini I don't think the mathematical consistency, effectiveness or 'beauty' of string theory is neccesarily an argument for it (or against it either). The famous and undoubtely accomplished Kelvin had theorized that atoms were Knots, now we know that atoms are not Knots however it produced an incredibly rich field of mathematics that today we know as Knot Theory, which is still being researched today. I like what Sabine Hossenfelder has to say, the mathematics of the universe doesn't have to be beautiful.
@DimitriBianco
@DimitriBianco 2 дня назад
@davidebufalini if you message me on LinkedIn or email me from my website, I'd love to have you on the podcast as a guest. The interviews are just me learning about people's backgrounds and interests. So far I haven't had a physicist in the channel. www.fancyquantnation.com
@FinianAllen4
@FinianAllen4 2 дня назад
what being in quant does to a mf
@Wh4tarethings
@Wh4tarethings 2 дня назад
Hey, I focused on physical chemistry during my undergraduate studies and am currently pursuing a master's in economics. It will be hard to find papers directly addressing your points, as they touch on very old philosophical questions about the nature of subject and object and their relationship to each other. To avoid getting too off-topic: Firstly, quantum mechanics describes particles using wavefunctions, which are probability distributions. Thus, real-world outcomes are not deterministic if you look only at singular outcomes. A relevant experiment is the double-slit experiment: if you "shoot" electrons through the slits, the electrons hit different places each time. However, if you shoot a large number of electrons, an interference pattern emerges. This shows that even with randomness, somewhat determined outcomes can still occur, so randomness and determinism are not mutually exclusive. Secondly, regarding consciousness: if we assume that quantum effects in our brain influence "us," it could still be the case that a person might "randomly" choose. However, the decisions of many humans can be somewhat predictable.
@Eta_Carinae__
@Eta_Carinae__ День назад
Strictly speaking, the square modulus is a PDF. The wavefunction itself is in the complexes, and probabilities being measures can't be complex.
@Wh4tarethings
@Wh4tarethings День назад
@@Eta_Carinae__ yes and assuming that the wavefunction is normalized
@t4s84
@t4s84 2 дня назад
Dimitri, I appreciate your deep dive here into more fundamental issues. It's something I have been thinking and studying about for some time too. My two cents: I don't think there is a need to enter "consciousness" into the equation to invalidate determinism in finance. The simple weather forecast is also effectively "indeterminate" for time spans longer than a few weeks or so, and that can be mathematically proven.
@sellbythebell
@sellbythebell 2 дня назад
No wonder I clicked with your mindset... That LDS upbringing. 😂
@ngnxtan
@ngnxtan 2 дня назад
I am not a physicist, but I think there are 2 problems here: 1. We have yet to agree upon a clear definition of what freewill/conciousness is. In the philosophical community, those who believe in determinism basically define freewill in a way that show why freewill is not possible. At the same time, those who believe freewill is a thing define it in a way that it is very plausible for it to exist. So for the sake of clarity, it would be better if you provide your definition of what 'freewill' is, just so that your definition of 'freewill' is the same as the 'freewill' the physicists are talking about. 2. It is hard to say that freewill exist while at the same time saying that it is immeasurable, if something exist, it is measurable in someway, or at the very least, I cannot think of an example where sthing exist without it being measurable.
@richardpogoson
@richardpogoson 2 дня назад
just to add my two cents regarding (1), a majority of philosophers hold to some sort of middle ground - compatibilism, where free will and determinism are said to be compatible, but you're very correct that compatibility will depend on what definitions of free will and determinism you are using
@jdubruyn
@jdubruyn 2 дня назад
Got an idea the last two weeks that free will is really freedom of choice(i trade options let just say that..)🤣(Choice vs having 'options' vs free will(to choose)...) How free will may be an illusion just like so many people's reality is... lol(most of us if not all of us to be honest)... Freedom of choice* (however) IS infinite and thus 'free'... Our will can not comprehend all alternatives so its not really free* in the first place and free/will itself is created by physics... which we do not control in full so it wont be 'our' will in the pure sense exerting any kind of independent(free) will. The laws of nature whether influenced by God or any other cosmological forces are the deterministic realities. Similar co-incidence problem in A.I... I told the SEC channel on a comment which they subsequently hid, that it's my belief that intelligence can not really be intelligent if it is artificial(artificial intelligence is kind of a paradoxical statement to confuse normal people in my opinion - compute is not intelligence even though it resembles it...), and they need to mitigate the potential catastrophic effects this may have on the markets... Our consciousness may not reside in our will per se... as a trader it is only possible to succeed if our 'ego's' learn to 'let go' of it's 'will'/anyhow... It's a complicated topic that borders on insanity really... One I dont think I'm smart enough to cope with right now👀
@ngnxtan
@ngnxtan 2 дня назад
@@richardpogoson yeah, you are correct, the current debate is more about compatibilism vs incompatibilism, not of freewill vs determinism.
@jasdeepsinghgrover2470
@jasdeepsinghgrover2470 2 дня назад
In my perspective intelligence/freewill/independence is the same as blindness and many philosophical ideas will keep changing their meaning according to what we call "intelligent". Let me give a simple example, earlier we used to consider rule based agents as intelligent but we were blind to the rules, now we would say ChatGPT is intelligent but as soon as someone says its a probabilistic LLM with conditional distributions we don't call it intelligent. Similarly, we might call any agent/model intelligent until we know it's sources of reasoning and information which we have already determined as not intelligent. As long as those sources are hidden the model is intelligent. I fear the day someone actually tells how exactly the brain works. Then, humans will be the same as objects.
@jdubruyn
@jdubruyn 2 дня назад
@@jasdeepsinghgrover2470 Got the same idea about people and not science* telling us... we are 'just' stardust. Even then I will still believe* I serve the God who created the stars*... for me he's Jesus ✌ 💙
@juancassinerio1580
@juancassinerio1580 2 дня назад
I am a physicist. I think consiousness is just a reaction to an action. As a piece of iron rust to oxygen, we say "hello" to another person saying hy. There is a black box in the middle that from every set of inputs produce an output.
@goodlack9093
@goodlack9093 2 дня назад
but do we know how this box works? I assume no, we don't. And the fact that it is deterministic is our assumption, no?
@Ventryx
@Ventryx День назад
And why on earth do you believe this.
@AnthonyBerlin
@AnthonyBerlin День назад
This is still just an assumption. You are essentially arguing for a negative. You as a person can obviously have your convictions/beliefs, but whether or not you are a physicist has no bearing on the validity of this as the conclusion you have drawn is not based on the scientific method. From a scientific standpoint, you cannot have an opinion as there is no evidence for or against determinism. We have some stochastic processes in this worls that cannot be attributed to determinism yet, and when it comes to the main quality of consciousness (the ability to experience, not just react) we still have no true theory about what is causing this. It could be an emergent property, it could be a whole new concept that fits into the world in a different way than anyone has thought of so far, it could even be spiritual (although I am less inclined to believe that myself). TLDR; it makes no sense to make such claims as currently the ideas are not testable or falsifiable.
@AleksyLeonov
@AleksyLeonov 2 дня назад
I can recommend the RU-vid channel PBS Space Time, really accessible videos on physics. They have whole series on quantum mechanics, string theory, cosmology, relativity etc. It is also explained by really going into the science, explaining some of the equations and giving strong intuition through visualizations. They also cover philosophical issues in physics and have videos on interpretations of quantum mechanics (the standard Copenhagen one is probabilistic but there exist deterministic ones) and things like the simulation hypothesis or determinism. They cover all topics very clearly and without the mystifying rhetoric that sometimes creeps in when well-known physicists like Penrose attempt to explain it in more laymen terms.
@JoelSemar
@JoelSemar 2 дня назад
First off just wanna say I love your channel and what you do here. The following points are intended with the utmost respect: 1.) You are arguing for the existence of something that cannot be measured in any way. You rely on the fact that "we don't know everything". Unfortunately, you can use the exact same method to support arguments for God, the Tooth Fairy, Unicorns, or whatever you want. In every way that matters, you basically describe consciousness as magic. Your only real basis here is that you "feel" like free will/consciousness exists. Well lots of folks "feel" like horoscopes are relevant. Furthermore, the burden of proof is on you, to show that something exists that we have not yet measured. 2.) Every single observable system that we have measured since the beginning of time has turned out to be deterministic. You clearly agree that deterministic systems exist. Tell me, how do you suppose a deterministic system can interact with a nondeterministic system? Or can they? What happens then? Is the result deterministic or nondeterministic? 3.) Less of a point just something I cannot let slide. "we don't know" is at the heart of real science. If scientists thought they knew everything, they would stop. Anyone who says otherwise, is not doing science. As another comment has said, you may have been exposed to some non-serious/unreliable/incompetent science. Additionally, science is not a static thing. It's better thought of as a process. We are constantly looking to invalidate or extend what we have found so far. In the meantime we must stand on what we have to the best of our knowledge at this point. (which can be immediately discarded tomorrow given new evidence). This is the fundamental scientific approach, and unfortunately at this time, neither consciousness nor free will are supported by it. 4.) And lastly just a funny quote i once heard on the topic to keep things light: "We have no choice but to believe in free will"
@goodlack9093
@goodlack9093 2 дня назад
Totally appreciate this video! It's good to hear this point. It's a good reminder that we do not know it all. And anyone who thinks they do ,...well they are fools
@DimitriBianco
@DimitriBianco 2 дня назад
Thanks! That was one of the main goals of this video. Often there isn't a simple clear solution. And since things, we'll never know.
@TheAvenger2012
@TheAvenger2012 2 дня назад
There is some fields or sub-fields of physics that are stochastic also. But I don't know if you wanted to point out the opposition between determinism and stochasticity. NB : I am more a financial engineer and econometrician than a physicist. But those questions are fundamentals in the field of philosophy of sciences and epistemology.
@jakerichter3748
@jakerichter3748 День назад
If you were studying quantum mechanics as a physicist you shouldn’t even be considering consciousness. No genuine effort to understand quantum mechanics is accompanied by claims about consciousness or determinism. You can spend time thinking about the latter using experimental evidence at the energy scales where quantum mechanics matters. But neither quantum mechanics nor any branch of physics makes a claim about determinism. We (physicists) are well aware of the limitations and assumptions in our models. It’s not the belief in determinism that motivates the development of simple models. Determinism is a reflection of the language we use. Science needs to be universal or it’s not a good science, so we use equations to describe our models and to calculate predictions. Determinism that is baked into physics is not a reflection of the scientists’ ability to think stochastically or model random processes. The argument you’re making is akin to “economists must be right winged because they study markets. They hold a fundamental set of beliefs in the efficacy of markets.” The parallel is that economists have to study markets. Just like scientists have to study deterministic equations. it’s absurd to suggest that economists must then hold philosophical beliefs and think a certain way their study, and even more absurd to believe these thoughts inhibit their ability to think differently. it is equally absurd to suppose that physicists think and believe a certain way. Your statements are far too generalized about such a broad field and presume too much about physicists’ lack of self-awareness on their own studies. This leads your arguments to be logically inconsistent and unclear. In response I’d argue that physicists are much more concerned about symmetries and patterns than they are on any philosophical debates or the deterministic forms of their equations. If you want to critique why a physicists way of thinking may not be useful for Quantitative finance it’d be much more useful to explain why the symmetries and patterns physicists look for are detrimental to development as a quant. This might be because these symmetries are unrealistic in most quant problems. Or that looking for or exploiting symmetries is a waste of time. Or, you could argue that pattern recognition isn’t important in quant finance. However, you’d have a hard time getting anywhere with any of the preceding arguments (except maybe the first).
@jasdeepsinghgrover2470
@jasdeepsinghgrover2470 2 дня назад
Determinism isn't Wrong but relative! This is a very different but still interesting video... BTW I come from a similar background but in Sikhism in India ... I think the question isn't that hard as long as we understand perspectives well... From the perspective of a child he/she is taking their own decisions but parents anticipate it and protect the child. If parents give options to their children then the child feels he/she has free will but the parents know what the child is going to select. Now if we assume God as omnipresent, omniscient and almighty then from his/her(God is not a human) perspective everything is deterministic but from the perspective of any agent with limited knowledge, resources, and time, nothing is deterministic. Simultaneously, I am an agent and I care about the scale that matters to me. Maybe weeks or months but not centuries, meters and feet but not microns or light years, Newtonian stuff but not relativity or quantum(unless running something affected by them). So the simplest way to account for what I can't control/know is calling it noise/error/randomness and hoping it follows certain assumptions. The question in risk and finance I believe is how much do you trust the assumption, and what are you ready to put at stake? As a child I will select my favorite birthday presents and so will my siblings but my parents (God/universe as a whole) will always know it. Similar Reference: Incerto by NN Taleb
@jasdeepsinghgrover2470
@jasdeepsinghgrover2470 2 дня назад
A similar example by NN Taleb. The poultry farm owner knows what's going to happen with the chicken but from the chicken's perspective the farm owner is the provider for everything.
@user-wd5mn4bi4o
@user-wd5mn4bi4o 2 дня назад
I love your channel!!!
@user-cu9ww9tj4i
@user-cu9ww9tj4i 2 дня назад
우리가 매우 매우 강력한 수학모델과 컴퓨터가 있으면 일기예보를 정확하게 하겠죠.
@Oscar-zp6io
@Oscar-zp6io 2 дня назад
Lex Fridman has a good video about conciousness, from a physics perspective. I think the clip is called: consciousness is not a computation, with Roger Penrose
@quantgeekery6358
@quantgeekery6358 День назад
So...the determinism that underpinned Westworld was bullshit?
@DimitriBianco
@DimitriBianco День назад
America was founded in the principle of free will. That's what set it apart when it became a country.
@vokoaxecer
@vokoaxecer 2 дня назад
human consciousness could be an illusion?
@goodlack9093
@goodlack9093 2 дня назад
it could be ..it could be not. it could be something simpler or more complex but we don't know now do we?
@ireneuszpyc6684
@ireneuszpyc6684 2 дня назад
@@goodlack9093 consciousness is on a spectrum: apes have some, humans have more
@ireneuszpyc6684
@ireneuszpyc6684 2 дня назад
@@goodlack9093 monkeys know that humans are not monkeys
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