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- Hello, and welcome to the Physics World weekly

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- podcast,

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- which is supported by American Elements.

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- Simulating quantum systems is something that classical computers

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- struggle with.

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- Not surprisingly,

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- quantum computers are expected to do a much

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- better job,

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- particularly when a quantum computer's

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- architecture

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- is designed to solve a specific type of

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- physics problem.

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- My guest in this episode of the Physics

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- World Weekly podcast

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- is Ross Jenkinson

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- of The UK's

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- University of Manchester.

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- He talks about the challenges and rewards

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- of using quantum computers

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- in particle physics,

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- a field where classical

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- supercomputers

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- can struggle

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- to simulate simple systems.

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- That conversation

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- is coming up after this message from American

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- Elements.

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- This podcast is brought to you by American

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- American Elements,

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- now invent.

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- Hi, Ross. Welcome to the podcast.

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- Hi, Hamish. Thank you very much for having

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- me.

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- Yeah. I'm really looking forward to talking about,

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- applications for quantum computing

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- in particle physics and, beyond.

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- So

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- maybe we could start off with, sort of

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- a basic question.

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- Why are quantum computers useful

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- for simulating

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- particle physics collisions?

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- And, you know, in comparison to

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- conventional

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- supercomputers.

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- Yeah. It's it's a great question. So but

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- first of all, how are quantum computers different?

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- So classical computers are kind of written in

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- this language of of binary bits. So zeros

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- and ones you might have seen in the

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- movies. Lots of zeros, lots of ones. But

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- crucially,

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- it's a zero or a one for any

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- given bit. Whereas a quantum computer, because of

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- the principle of superposition,

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- a quantum bit or a qubit as we

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- call it, can be in zero and one

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- at the same time. So what that means

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- is that we can evolve two possibilities

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- at once. And if you have two qubits,

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- then there's four possibilities. You have zero zero,

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- one one, zero one, and one zero. So

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- you have four possibilities

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- that you can evolve simultaneously.

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- And, actually, as you keep growing this number

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- of qubits, so you have n qubits,

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- then that scales as two to the power

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- of n. So that's mathematically, that's an exponential.

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- So when we say it grows exponentially, we

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- really we're not saying that colloquially. We mean

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- it really does mathematically grow exponentially.

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- The number of possibilities that you can simulate

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- and evolve at the same time. So this

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- is where a lot of the power of

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- quantum computing comes from.

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- And the reason why it's particularly good

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- at simulating

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- quantum field theories or or quantum mechanical systems

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- is because

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- when you have some quantum mechanical system, you

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- may have heard that things can happen simultaneously

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- to a particle. If it wants to go

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- from a to b, it might take one

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- path, but it might take a different one

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- and a different one. And actually what quantum

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- mechanics says is that it takes all of

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- these paths simultaneously.

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- And if something has a certain energy level,

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- it can be in multiple energy levels at

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- the same time. So when we start doing

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- quantum mechanics calculations,

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- you very quickly realize that this system size

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- called the Hilbert space

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- grows exponentially as well. So it's really, really

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- difficult for a classical computer

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- to simulate these things. Whereas, as I was

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- just saying, this is the natural language of

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- a quantum computer. It can simulate these things

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- in exactly the same way, also grows exponentially.

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- So they're really good. They're kind of a

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- natural way to simulate quantum mechanics. Perhaps that's

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- unsurprising that a quantum computer is really good

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- at simulating

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- quantum physics.

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- So that's the goal. That's what we're trying

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- to we're trying to do with using quantum

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- computers. Yeah.

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- And and what's the the the state of

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- the art at the moment? So, you know,

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- quantum computing is a fairly

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- new technology.

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- Are the the quantum processors that are available

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- today,

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- are they up for the job? Are they

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- able to,

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- to sim to simulate meaningful

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- particle physics systems, or do we still have

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- a way to go,

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- in terms of getting,

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- practical results

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- out of a quantum computer when it comes

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- to particle physics?

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- Yeah. So there's kind of a few different

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- things there. I mean, so

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- the current state of the art will depend

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- who you ask. Specifically, it depends which company

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- you ask. But if you wanted just to

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- get a large array of cubits, I think

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- there's a a company that has done 6,000

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- cubits all in a all in a large

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- collection, and that's all well and good, but

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- they're not interacting. You can't use them to

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- calculate. In terms of a benchmark calculation,

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- so, yeah, chips are already being developed. You

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- have Google who have developed a chip that

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- they've called Willow, which is a 105

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- qubits.

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- So that's pretty powerful. I mean, if you

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- think about that in terms of classical bits,

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- that's not very lot at all. A 105

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- bits

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- of information isn't a lot. But when you

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- do two to the power of a 105

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- and think about the kind of possibilities

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- there, that is actually really powerful. In fact,

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- they did a calculation,

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- and this is kind of cheating a little

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- bit because they deliberately built the chip to

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- do the specific calculation. So I don't want

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- to oversell it, but it was built to

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- do a calculation, and it did it in

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- five minutes. And they calculated that the world's

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- largest, most powerful classical computer

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- would have done it in ten septillion

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- years.

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- So it would have taken a a huge

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- amount of time for a normal computer to

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- do the same calculation.

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- So they are already doing really powerful, interesting

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- calculations

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- using quantum computing chips. But how

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- relevant is that for the particle physics stuff?

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- Well, we're still a while off. I I

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- would say from both a theoretical and an

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- engineering point of view, we're kind of in

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- the foothills of this really exciting journey.

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- We're we're starting to do

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- benchmark

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- example calculations,

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- But in order to actually get them to

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- simulate real particle interactions,

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- that's quite difficult. And, actually,

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- the classical methods we have are really powerful.

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- We've been we've been developing them for for

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- decades. I say we have been in development

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- since before I was born.

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- So really, really well tested stuff. In fact,

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- quantum electrodynamics,

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- which is one of the

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- basically applications of our of our quantum mechanical

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- methods

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- is one of the most well experimentally

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- verified methods

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- in all of science. It's it's experimentally verified

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- at the Large Hadron Collider to about one

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- part in 1,000,000,000,000.

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- So that's I mean, just to give some

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- scale as to how

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- unbelievably accurate that is. That's like measuring the

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- length of The United Kingdom from from Lands'

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- End, Saviano Groats,

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- down to the width of a red blood

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- cell. In fact, it's more accurate than that.

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- So one part in a 1,000,000,000,000.

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- So really, really good methods. And so we

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- don't have to just get quantum computing to

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- work. We have to get it to be

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- even better than that, basically.

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- And so this is where that kind of

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- power of this simultaneously

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- evolving things. And, actually, what classical methods do

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- is they kind of do slight approximations because

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- they they can't do that. So there's certain

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- regimes where they can do calculations very well.

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- But to actually evolve a quantum system in

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- real time and kind of, like, press play,

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- press pause, inspect it, we can't do that.

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- Whereas a quantum computer perhaps could.

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- And and Ross, you mentioned,

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- a a quantum computer that was created to

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- solve a specific problem,

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- and it did so very well. Is that

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- is that sort of the idea

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- in how quantum computers would be used, at

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- least initially, to to solve particle physics problems?

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- The the architecture

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- of the quantum computer would be designed

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- such that it was

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- somehow similar

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- to

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- a particle collision

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- that you were interested in? Is is is

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- that one way of, you know, sort of

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- accelerating

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- the use of of,

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- of quantum computers? Actually,

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- making the architecture

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- fit the problem.

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- Yeah. I mean, that's a really, really good

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- point. And that that is exactly

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- the the way forward, I think. So the

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- era that we're in at the moment is

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- called the NISQ era, n I s q,

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- stands for noisy intermediate scale quantum era.

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- So the noisy is really the the the

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- main part about that. And what that means

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- is that we can't error correct. So we

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- can't we take a bunch of qubits and

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- they're really susceptible to

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- changes because of their interaction with the environment.

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- They're really hard to isolate.

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- So what we have to do is we

273
00:09:54.450 --> 00:09:55.649
- have to kind of get a group of

274
00:09:55.649 --> 00:09:57.990
- qubits to all fact check each other constantly.

275
00:09:58.450 --> 00:10:00.450
- That's how we do quantum error correction, but

276
00:10:00.450 --> 00:10:02.690
- that is currently the engineering challenge that everyone

277
00:10:02.690 --> 00:10:03.990
- is trying to to overcome.

278
00:10:04.450 --> 00:10:06.049
- So we're kind of in that era at

279
00:10:06.049 --> 00:10:07.794
- the moment, and what that means is that

280
00:10:07.794 --> 00:10:10.595
- we don't have fault tolerant quantum computing, but

281
00:10:10.595 --> 00:10:12.914
- we also don't have we're not really close

282
00:10:12.914 --> 00:10:15.394
- to. We're probably twenty, thirty years away from

283
00:10:15.394 --> 00:10:17.794
- a fully programmable quantum computer. So if you

284
00:10:17.794 --> 00:10:19.519
- think about your laptop, you can do all

285
00:10:19.519 --> 00:10:22.259
- sorts on your laptop. It's it's very programmable.

286
00:10:22.639 --> 00:10:23.139
- Right?

287
00:10:23.679 --> 00:10:26.159
- So because that's so far away, you're exactly

288
00:10:26.159 --> 00:10:28.159
- right. We can instead build devices that are

289
00:10:28.159 --> 00:10:29.699
- kind of purpose built. Imagine

290
00:10:30.000 --> 00:10:32.079
- like a calculator. A calculator is a really

291
00:10:32.079 --> 00:10:34.735
- useful device. A calculator is really good at

292
00:10:34.735 --> 00:10:36.415
- maths, but it's not gonna tell you the

293
00:10:36.415 --> 00:10:38.654
- weather. You know? So if you wanted to

294
00:10:38.654 --> 00:10:40.894
- have a purpose built device, you can exactly

295
00:10:40.894 --> 00:10:43.535
- do that. Firstly, with the architecture, so, yeah,

296
00:10:43.535 --> 00:10:45.054
- so you can you can design it in

297
00:10:45.054 --> 00:10:45.870
- such a way

298
00:10:46.350 --> 00:10:48.750
- using a certain medium that it might be

299
00:10:48.750 --> 00:10:49.809
- specifically good

300
00:10:50.190 --> 00:10:51.629
- at. So, for example, when I talk about

301
00:10:51.629 --> 00:10:53.789
- these qubits, they seem like quite abstract ideas,

302
00:10:53.789 --> 00:10:55.950
- but the actual candidates for qubits are things

303
00:10:55.950 --> 00:10:57.250
- like cold atoms,

304
00:10:57.789 --> 00:10:58.690
- trapped ions,

305
00:10:59.309 --> 00:10:59.809
- photons.

306
00:11:00.355 --> 00:11:02.674
- Each one of them has pros and cons.

307
00:11:02.674 --> 00:11:05.075
- And so for specific calculations, you might want

308
00:11:05.075 --> 00:11:06.215
- to use different ones.

309
00:11:06.595 --> 00:11:08.835
- So there's lots of investment in which one's

310
00:11:08.835 --> 00:11:11.254
- gonna be the best for a fully programmable

311
00:11:11.554 --> 00:11:13.394
- quantum computer, but actually they all have their

312
00:11:13.394 --> 00:11:14.134
- own advantages.

313
00:11:15.300 --> 00:11:16.660
- So yeah. And and one of the things

314
00:11:16.660 --> 00:11:18.519
- that I do in my research is

315
00:11:19.059 --> 00:11:20.660
- I say, well, it's all well and good

316
00:11:20.660 --> 00:11:22.660
- trying to build a quantum computer, but if

317
00:11:22.660 --> 00:11:24.340
- you put one in front of me, the

318
00:11:24.340 --> 00:11:24.840
- world

319
00:11:25.379 --> 00:11:27.884
- at the moment doesn't have a set of

320
00:11:27.884 --> 00:11:29.725
- algorithms to run on it, to actually do

321
00:11:29.725 --> 00:11:31.565
- the stuff that we want to do. So

322
00:11:31.565 --> 00:11:32.784
- I'm coming up with

323
00:11:33.164 --> 00:11:35.644
- architecture in the theoretical sense. I'm coming up

324
00:11:35.644 --> 00:11:38.684
- with circuits and algorithms that we could actually

325
00:11:38.684 --> 00:11:41.230
- put onto a quantum computer to get it

326
00:11:41.230 --> 00:11:42.830
- to do the stuff we want to do.

327
00:11:42.830 --> 00:11:44.590
- And so that's the kind of stuff that

328
00:11:44.590 --> 00:11:45.410
- we have to build

329
00:11:46.110 --> 00:11:49.230
- kind of in parallel to the engineering challenges

330
00:11:49.230 --> 00:11:51.009
- for lots of companies are trying to overcome.

331
00:11:52.190 --> 00:11:54.565
- And and what about the idea of, you

332
00:11:54.565 --> 00:11:56.985
- know, you mentioned that conventional supercomputing

333
00:11:57.365 --> 00:11:58.425
- is very advanced

334
00:11:58.965 --> 00:12:00.985
- when it comes to, understanding

335
00:12:01.445 --> 00:12:04.884
- particle physics or doing simulations on particle physics.

336
00:12:04.884 --> 00:12:06.644
- Is I mean, is part of the way

337
00:12:06.644 --> 00:12:10.090
- forward to to only use the quantum processor

338
00:12:10.790 --> 00:12:12.809
- to do a specific calculation

339
00:12:13.110 --> 00:12:15.930
- that would take ages on the supercomputer,

340
00:12:16.550 --> 00:12:19.190
- and then sort of feed that information back

341
00:12:19.190 --> 00:12:21.590
- into the supercomputer, and back and forth, and

342
00:12:21.590 --> 00:12:23.745
- back and forth. So you would use the

343
00:12:23.745 --> 00:12:24.725
- quantum computer

344
00:12:25.184 --> 00:12:27.684
- as a sort of, well, auxiliary

345
00:12:28.865 --> 00:12:31.664
- processor or something that can do one thing

346
00:12:31.664 --> 00:12:32.404
- very well.

347
00:12:34.225 --> 00:12:36.245
- Yeah. Is that a way forward?

348
00:12:36.669 --> 00:12:38.669
- Yeah. 100%. So it's kind of a hybrid

349
00:12:38.669 --> 00:12:42.210
- computing, part quantum, part classical. That's really important.

350
00:12:42.350 --> 00:12:43.870
- Firstly, because there's a bunch of stuff that

351
00:12:43.870 --> 00:12:45.549
- classical computers are very good at, and we've

352
00:12:45.549 --> 00:12:47.549
- already got them to do. And, actually, the

353
00:12:47.549 --> 00:12:49.149
- quantum computer, we don't need it to do

354
00:12:49.149 --> 00:12:50.904
- and it and actually quite difficult. So for

355
00:12:50.904 --> 00:12:51.965
- example, readout,

356
00:12:52.424 --> 00:12:54.424
- reading out a measurement, we know how to

357
00:12:54.424 --> 00:12:56.345
- do that classically. It might be quite hard

358
00:12:56.345 --> 00:12:58.345
- to do quantum mechanically. So as long as

359
00:12:58.345 --> 00:12:59.945
- we get the kind of hard part of

360
00:12:59.945 --> 00:13:00.605
- the calculation

361
00:13:01.544 --> 00:13:02.365
- kind of bootstrapped

362
00:13:02.709 --> 00:13:04.789
- onto a quantum computer, then that's where the

363
00:13:04.789 --> 00:13:07.830
- real advantage lies. It's also worth saying, again,

364
00:13:07.830 --> 00:13:09.509
- there's a lot of hype and and rightly

365
00:13:09.509 --> 00:13:11.029
- so, and I'm very excited about it. It's

366
00:13:11.029 --> 00:13:12.709
- why I've chosen to research it for my

367
00:13:12.709 --> 00:13:15.909
- my job. Right? But it's important not to

368
00:13:15.909 --> 00:13:16.815
- overstate that

369
00:13:17.294 --> 00:13:21.154
- quantum computers will never completely replace classical computers.

370
00:13:21.615 --> 00:13:22.894
- I don't think we will ever live in

371
00:13:22.894 --> 00:13:25.774
- a world where no one has phones, laptops,

372
00:13:25.774 --> 00:13:28.254
- whatever equivalent there is that's running on this

373
00:13:28.254 --> 00:13:30.914
- kind of classical baseline of digital bits,

374
00:13:31.490 --> 00:13:33.169
- and everything is quantum. I don't think that

375
00:13:33.169 --> 00:13:35.089
- would be the case. I think the most

376
00:13:35.089 --> 00:13:37.169
- optimal way will be a hybrid of the

377
00:13:37.169 --> 00:13:38.549
- two, exactly like you say.

378
00:13:39.490 --> 00:13:41.750
- And and what in terms of,

379
00:13:42.450 --> 00:13:45.169
- sort of general areas of particle physics that

380
00:13:45.169 --> 00:13:48.495
- could benefit from quantum computing. You you mentioned

381
00:13:48.554 --> 00:13:49.054
- quantum

382
00:13:49.595 --> 00:13:50.095
- electrodynamics,

383
00:13:51.595 --> 00:13:53.134
- but then there's quantum chromodynamics,

384
00:13:53.675 --> 00:13:54.415
- which is

385
00:13:54.875 --> 00:13:55.375
- extraordinarily

386
00:13:56.075 --> 00:13:56.575
- difficult

387
00:13:57.115 --> 00:13:59.774
- to to do any calculations, really.

388
00:14:00.419 --> 00:14:02.340
- You know, this is the the the physics

389
00:14:02.340 --> 00:14:03.159
- that describes,

390
00:14:04.019 --> 00:14:07.399
- how quarks behave inside protons and neutrons.

391
00:14:09.339 --> 00:14:12.200
- It that is a very difficult problem, computationally.

392
00:14:13.434 --> 00:14:13.934
- Will

393
00:14:14.394 --> 00:14:16.894
- quantum computing help with that?

394
00:14:17.674 --> 00:14:19.774
- Is it is that sort of a quantum

395
00:14:20.315 --> 00:14:23.995
- computing friendly problem where lots of progress could

396
00:14:23.995 --> 00:14:24.654
- be made?

397
00:14:25.720 --> 00:14:28.300
- Yeah. Absolutely. So for a few different reasons.

398
00:14:28.360 --> 00:14:29.580
- So so firstly,

399
00:14:30.040 --> 00:14:30.540
- quantum

400
00:14:30.920 --> 00:14:31.420
- chromodynamics

401
00:14:32.200 --> 00:14:33.980
- quite often in certain energy limits

402
00:14:34.440 --> 00:14:36.600
- doesn't play well with perturbation theory, which is

403
00:14:36.600 --> 00:14:39.240
- our usual toolbox for quantum mechanics, which basically

404
00:14:39.240 --> 00:14:40.634
- just means that if you have a small

405
00:14:40.634 --> 00:14:42.654
- enough coupling constant, you can

406
00:14:44.554 --> 00:14:48.235
- expand your maths in different terms that are

407
00:14:48.235 --> 00:14:49.615
- in less and less important.

408
00:14:50.074 --> 00:14:52.074
- Whereas in quantum chromodynamics, that's often not the

409
00:14:52.074 --> 00:14:53.274
- case, and so what they do is they

410
00:14:53.274 --> 00:14:55.375
- call they do something called lattice QCD,

411
00:14:56.370 --> 00:14:58.210
- which is really interesting in and of its

412
00:14:58.210 --> 00:15:00.769
- own right and very, very well experimentally tested,

413
00:15:00.769 --> 00:15:01.269
- and

414
00:15:01.649 --> 00:15:03.190
- the theory there is really good.

415
00:15:03.570 --> 00:15:05.090
- But wouldn't it be great if we could

416
00:15:05.090 --> 00:15:07.330
- real time evolve of these these quarks and

417
00:15:07.330 --> 00:15:09.269
- these quantum chromodynamic particles

418
00:15:09.774 --> 00:15:12.414
- and actually inspect it in real time, real

419
00:15:12.414 --> 00:15:14.414
- time quantum field theory. That's the kind of

420
00:15:14.414 --> 00:15:16.254
- the stuff that I'm interested in. And it's

421
00:15:16.254 --> 00:15:18.014
- also worth saying that there's lots of other

422
00:15:18.014 --> 00:15:20.434
- things in quantum chromodynamics that expand

423
00:15:21.054 --> 00:15:22.740
- massively. So, for example, color

424
00:15:23.539 --> 00:15:25.459
- color flow. So color, this red, green, or

425
00:15:25.459 --> 00:15:27.459
- blue, is how we label quarks. Each one

426
00:15:27.459 --> 00:15:29.379
- of them has their own color. It's the

427
00:15:29.379 --> 00:15:30.519
- charge of QCD,

428
00:15:31.139 --> 00:15:32.899
- kind of like how electric charge is the

429
00:15:32.899 --> 00:15:35.299
- charge of QED. Right? So you have this

430
00:15:35.299 --> 00:15:36.039
- this color,

431
00:15:36.375 --> 00:15:37.975
- And the number of color states as as

432
00:15:37.975 --> 00:15:40.934
- as your your your gluons and your quarks

433
00:15:40.934 --> 00:15:43.174
- and all of these, they explode in these

434
00:15:43.174 --> 00:15:43.674
- jets.

435
00:15:44.134 --> 00:15:46.695
- That grows factorially. So it's actually even worse

436
00:15:46.695 --> 00:15:49.195
- than exponentially. So it's it's impossible

437
00:15:49.575 --> 00:15:50.879
- impossible to do

438
00:15:51.679 --> 00:15:53.220
- on a classical computer

439
00:15:53.600 --> 00:15:56.080
- a 100% accurately. Again, there's a lot of

440
00:15:56.080 --> 00:15:58.240
- really good work that's being done to try

441
00:15:58.240 --> 00:16:01.039
- and model these parton showers. But if we

442
00:16:01.039 --> 00:16:03.759
- can get a a quantum computer to attack

443
00:16:03.759 --> 00:16:05.279
- this problem, I think it would be really,

444
00:16:05.279 --> 00:16:06.225
- really useful. Yeah?

445
00:16:07.504 --> 00:16:11.105
- And and another, sort of computational technique that,

446
00:16:12.144 --> 00:16:14.704
- I suppose is of great interest to,

447
00:16:15.105 --> 00:16:16.884
- particle physicists is

448
00:16:17.264 --> 00:16:19.250
- artificial intelligence. Can

449
00:16:20.350 --> 00:16:22.289
- you talk a bit about how,

450
00:16:22.669 --> 00:16:23.889
- artificial intelligence

451
00:16:24.990 --> 00:16:26.990
- is is being used and could be used

452
00:16:26.990 --> 00:16:27.490
- by,

453
00:16:28.190 --> 00:16:29.169
- particle physicists,

454
00:16:29.629 --> 00:16:31.730
- you know, maybe in the context of quantum

455
00:16:31.789 --> 00:16:32.289
- computing?

456
00:16:33.195 --> 00:16:35.995
- Yeah. Absolutely. I mean, firstly, just at the

457
00:16:35.995 --> 00:16:37.915
- the kind of easy level of, like, how

458
00:16:37.915 --> 00:16:39.355
- do I use AI on a day to

459
00:16:39.355 --> 00:16:41.055
- day basis and the way that it's transformed

460
00:16:41.115 --> 00:16:43.355
- my life. I mean, throughout my PhD, I

461
00:16:43.355 --> 00:16:45.675
- didn't have access to AI. And so when

462
00:16:45.675 --> 00:16:48.095
- I coded something that would be time consuming

463
00:16:48.440 --> 00:16:50.440
- or doing a literature review, obviously, I still

464
00:16:50.440 --> 00:16:51.959
- go away and read lots of papers. But

465
00:16:51.959 --> 00:16:54.220
- finding papers, I would essentially just be using

466
00:16:54.279 --> 00:16:55.980
- Google or looking in journals.

467
00:16:56.519 --> 00:16:58.519
- AI right now is really useful for physicists

468
00:16:58.519 --> 00:17:01.720
- across the world for accelerating the coding process.

469
00:17:01.720 --> 00:17:03.399
- You still have to double check it because

470
00:17:03.399 --> 00:17:06.274
- it can often be be incorrect, but also

471
00:17:06.654 --> 00:17:08.174
- giving you a group of papers to go

472
00:17:08.174 --> 00:17:09.855
- away and read, and you can decide whether

473
00:17:09.855 --> 00:17:11.694
- they're relevant. And often, it does a pretty

474
00:17:11.694 --> 00:17:13.454
- good job of giving you a batch of

475
00:17:13.454 --> 00:17:16.335
- papers to familiarize yourself with the field. So

476
00:17:16.335 --> 00:17:19.049
- that's kind of the the low entry level

477
00:17:19.049 --> 00:17:20.970
- way that AIB is used by me at

478
00:17:20.970 --> 00:17:22.809
- least on a day to day basis. They're

479
00:17:22.809 --> 00:17:24.809
- kind of like blue skies idea, the stuff

480
00:17:24.809 --> 00:17:27.609
- that I'm also working on in terms of

481
00:17:27.609 --> 00:17:29.150
- AI and machine learning.

482
00:17:29.734 --> 00:17:32.234
- Is can we apply these to kind

483
00:17:33.575 --> 00:17:35.894
- of fit quantum algorithms in a way that

484
00:17:35.894 --> 00:17:38.234
- often quantum mechanics is is really counterintuitive.

485
00:17:39.174 --> 00:17:41.654
- So maybe we're thinking about it in the

486
00:17:41.654 --> 00:17:43.529
- wrong way when we try and come up

487
00:17:43.529 --> 00:17:46.269
- with quantum circuits. In fact, it is very

488
00:17:46.730 --> 00:17:49.049
- common that someone comes up with a quantum

489
00:17:49.049 --> 00:17:51.869
- algorithm that is essentially just a classical algorithm,

490
00:17:52.170 --> 00:17:54.090
- but written in the language of qubits and

491
00:17:54.090 --> 00:17:54.990
- actually isn't

492
00:17:55.304 --> 00:17:58.504
- using things like superposition and entanglement to actually

493
00:17:58.504 --> 00:18:00.125
- gain any kind of advantage.

494
00:18:00.504 --> 00:18:03.404
- And so that circuit is never gonna actually

495
00:18:03.704 --> 00:18:05.565
- be better than a classical computer.

496
00:18:05.865 --> 00:18:06.365
- So

497
00:18:06.744 --> 00:18:07.884
- maybe AI

498
00:18:08.440 --> 00:18:10.200
- can work to kind of come up with

499
00:18:10.200 --> 00:18:12.119
- new quantum circuits. And in fact, that is

500
00:18:12.119 --> 00:18:14.200
- being done. There are research groups around the

501
00:18:14.200 --> 00:18:16.119
- world that are kind of trying to come

502
00:18:16.119 --> 00:18:18.359
- up with almost a large language model, but

503
00:18:18.359 --> 00:18:19.740
- for quantum algorithms.

504
00:18:20.085 --> 00:18:22.404
- So that's a really interesting and a niche

505
00:18:22.404 --> 00:18:23.704
- area that that

506
00:18:24.085 --> 00:18:26.804
- excites me a lot. But also machine learning

507
00:18:26.804 --> 00:18:28.005
- says something that I want to try and

508
00:18:28.005 --> 00:18:28.744
- do is

509
00:18:29.125 --> 00:18:31.284
- when we evolve these quantum systems and there's

510
00:18:31.284 --> 00:18:33.065
- there's infinite number of possibilities,

511
00:18:34.085 --> 00:18:35.784
- and formally, you have to

512
00:18:36.140 --> 00:18:38.460
- sum up every single possibility. So how do

513
00:18:38.460 --> 00:18:39.980
- you do an infinite sum? Well, it's very

514
00:18:39.980 --> 00:18:40.480
- difficult.

515
00:18:40.940 --> 00:18:42.080
- And so often,

516
00:18:42.460 --> 00:18:45.259
- computationally, that's impossible. So you have to come

517
00:18:45.259 --> 00:18:47.900
- up with tricks and you have to think,

518
00:18:47.900 --> 00:18:50.140
- okay. Well, which paths are actually important and

519
00:18:50.140 --> 00:18:51.440
- which ones aren't important?

520
00:18:51.904 --> 00:18:53.664
- Or maybe a machine learning model could learn

521
00:18:53.664 --> 00:18:55.585
- that for us. And maybe in the process

522
00:18:55.585 --> 00:18:57.825
- of doing that, it will reveal something about

523
00:18:57.825 --> 00:19:00.544
- quantum mechanics that we don't yet know. So

524
00:19:00.544 --> 00:19:01.904
- these are the kind of ways I want

525
00:19:01.904 --> 00:19:04.164
- to apply AI and machine learning.

526
00:19:05.230 --> 00:19:07.089
- And what what about your colleagues,

527
00:19:07.549 --> 00:19:10.429
- you know, who run particle physics experiments? I

528
00:19:10.429 --> 00:19:11.569
- would imagine that

529
00:19:12.029 --> 00:19:13.490
- AI and machine learning

530
00:19:14.109 --> 00:19:15.889
- is becoming really important

531
00:19:16.349 --> 00:19:19.125
- in in helping them deal with the the

532
00:19:19.125 --> 00:19:21.605
- sort of deluge of data that comes out

533
00:19:21.605 --> 00:19:21.845
- of,

534
00:19:22.724 --> 00:19:25.684
- an experiment on the Large Hadron Collider, for

535
00:19:25.684 --> 00:19:26.184
- example?

536
00:19:26.884 --> 00:19:29.125
- Yeah. I mean, this is, again, great question,

537
00:19:29.125 --> 00:19:31.525
- brilliant point, and and actually quite relevant to

538
00:19:31.525 --> 00:19:33.900
- another thing that I'm working on, actually. So,

539
00:19:34.279 --> 00:19:34.779
- basically,

540
00:19:35.799 --> 00:19:37.559
- Abelard, Hadron Collider, for those who don't know,

541
00:19:37.559 --> 00:19:40.759
- it it's billions of particle interactions per second

542
00:19:40.759 --> 00:19:43.079
- when it when it's running. So these datasets

543
00:19:43.079 --> 00:19:44.920
- are some of the biggest datasets in the

544
00:19:44.920 --> 00:19:47.465
- world, and it's not just one bit of

545
00:19:47.465 --> 00:19:49.945
- data for each particle. You you get its

546
00:19:49.945 --> 00:19:51.705
- momentum. You can get scattering angles. You get

547
00:19:51.705 --> 00:19:53.865
- all all sorts of things. So this dataset

548
00:19:53.865 --> 00:19:55.404
- is really massive. And so

549
00:19:55.865 --> 00:19:58.365
- scouring through it and trying to find interesting

550
00:19:58.585 --> 00:20:00.765
- bumps in the data that you weren't predicting

551
00:20:00.825 --> 00:20:02.160
- that might reveal new physics,

552
00:20:02.720 --> 00:20:04.640
- That's a really difficult thing. Again, it has

553
00:20:04.640 --> 00:20:06.080
- been done very well. I mean, the Higgs

554
00:20:06.080 --> 00:20:09.539
- particle in 2012 was discovered using classical techniques.

555
00:20:10.000 --> 00:20:10.500
- So

556
00:20:11.039 --> 00:20:11.539
- it's

557
00:20:11.840 --> 00:20:12.740
- doing really well,

558
00:20:13.119 --> 00:20:15.855
- but machine learning absolutely is being used

559
00:20:16.815 --> 00:20:18.595
- to essentially try and spot patterns

560
00:20:18.974 --> 00:20:20.275
- in the data

561
00:20:20.654 --> 00:20:22.894
- in a much quicker, much more efficient way,

562
00:20:22.894 --> 00:20:24.755
- and perhaps in a in a novel way

563
00:20:24.815 --> 00:20:27.134
- using techniques that we might not have thought

564
00:20:27.134 --> 00:20:27.634
- of

565
00:20:27.980 --> 00:20:28.720
- in order

566
00:20:29.019 --> 00:20:29.680
- to discover

567
00:20:30.140 --> 00:20:32.000
- new particles or new structures

568
00:20:32.380 --> 00:20:34.700
- in the standard model. So, for example, something

569
00:20:34.700 --> 00:20:36.859
- I'm working on is, can we map this

570
00:20:36.859 --> 00:20:38.859
- to a quantum computer? So can we take

571
00:20:38.859 --> 00:20:39.519
- the final

572
00:20:39.900 --> 00:20:41.184
- state particles,

573
00:20:41.484 --> 00:20:42.545
- take their momenta,

574
00:20:43.404 --> 00:20:45.105
- map it onto a bunch of qubits,

575
00:20:45.724 --> 00:20:47.884
- and then entangle those qubits in such a

576
00:20:47.884 --> 00:20:50.684
- way that we try to mirror some of

577
00:20:50.684 --> 00:20:53.325
- the correlations that you might expect between these

578
00:20:53.325 --> 00:20:54.384
- final state particles.

579
00:20:55.250 --> 00:20:56.309
- So we entangle

580
00:20:57.089 --> 00:20:59.809
- pairwise entangle the final state particles, and then

581
00:20:59.809 --> 00:21:02.529
- we run a machine learning code on this

582
00:21:02.529 --> 00:21:03.589
- network of qubits.

583
00:21:03.970 --> 00:21:04.470
- And

584
00:21:04.849 --> 00:21:07.809
- can this quantum computing and machine learning work

585
00:21:07.809 --> 00:21:10.595
- together to potentially give us an advantage over

586
00:21:10.595 --> 00:21:12.535
- traditional machine learning methods.

587
00:21:12.994 --> 00:21:15.554
- So some really exciting stuff there, but absolutely

588
00:21:15.554 --> 00:21:17.494
- machine learning and AI is being used

589
00:21:17.954 --> 00:21:21.234
- and being used increasingly more in particle physics

590
00:21:21.234 --> 00:21:22.595
- and a lot of my colleagues at the

591
00:21:22.595 --> 00:21:23.095
- LHC.

592
00:21:24.710 --> 00:21:25.909
- So it sounds like,

593
00:21:26.389 --> 00:21:28.549
- so so the LHC at the moment, I'm

594
00:21:28.549 --> 00:21:30.710
- I'm not sure if it's is it shut

595
00:21:30.710 --> 00:21:33.049
- down for the high luminosity

596
00:21:33.509 --> 00:21:35.529
- upgrade or is it Yeah. It's about to.

597
00:21:35.589 --> 00:21:38.815
- About to. Right. So, you know, that's going

598
00:21:38.815 --> 00:21:41.294
- to take a few years. And, I mean,

599
00:21:41.294 --> 00:21:43.934
- I would imagine that when the LHC is

600
00:21:43.934 --> 00:21:45.554
- back and up and running,

601
00:21:46.894 --> 00:21:48.174
- I mean, is it going to be a

602
00:21:48.174 --> 00:21:51.214
- different world for particle physicists? Because all these

603
00:21:51.214 --> 00:21:53.400
- machine learning and AI techniques

604
00:21:53.940 --> 00:21:54.839
- will have been

605
00:21:55.220 --> 00:21:55.720
- developed

606
00:21:56.179 --> 00:21:56.679
- and,

607
00:21:57.140 --> 00:21:57.640
- matured.

608
00:21:58.339 --> 00:22:01.079
- And also, you know, we we've got another

609
00:22:01.140 --> 00:22:02.839
- few years of quantum computing

610
00:22:03.380 --> 00:22:05.380
- progress to be made. I mean, you I

611
00:22:05.380 --> 00:22:07.214
- I mean, it sounds to me like you,

612
00:22:07.694 --> 00:22:10.115
- and your colleagues should be very excited

613
00:22:11.054 --> 00:22:11.554
- about,

614
00:22:12.095 --> 00:22:14.894
- a new sort of paradigm in how you

615
00:22:14.894 --> 00:22:15.375
- can,

616
00:22:15.855 --> 00:22:18.894
- interpret data from the LHC, and lots more

617
00:22:18.894 --> 00:22:19.394
- data,

618
00:22:20.490 --> 00:22:22.250
- that that is a result of the of

619
00:22:22.250 --> 00:22:24.250
- the upgrade. I mean, it it must be

620
00:22:24.250 --> 00:22:25.070
- very exciting.

621
00:22:25.609 --> 00:22:27.769
- Yeah. Well, exactly. And that point, if I

622
00:22:27.769 --> 00:22:28.970
- made it there at the end, is is

623
00:22:28.970 --> 00:22:30.330
- the crucial one. I mean, it's coming at

624
00:22:30.330 --> 00:22:32.170
- the right time. There's this high luminosity upgrade

625
00:22:32.170 --> 00:22:34.164
- is gonna give even more data. So that

626
00:22:34.164 --> 00:22:36.085
- would almost be quite scary if we weren't

627
00:22:36.085 --> 00:22:38.404
- equipped with the right tools to combat that,

628
00:22:38.404 --> 00:22:40.404
- and that's exactly what AI and machine learning

629
00:22:40.404 --> 00:22:42.404
- give us access to. And also, it's worth

630
00:22:42.404 --> 00:22:43.525
- saying that, I mean, a lot of my

631
00:22:43.525 --> 00:22:46.210
- work, I don't work directly with datasets of

632
00:22:46.210 --> 00:22:47.970
- a large Hadron Collider often, and the kind

633
00:22:47.970 --> 00:22:49.190
- of stuff that interests me

634
00:22:49.650 --> 00:22:53.430
- in parallel is this simulation using quantum computers

635
00:22:53.730 --> 00:22:54.309
- to simulate

636
00:22:54.690 --> 00:22:55.670
- particle interactions.

637
00:22:56.210 --> 00:22:57.730
- So we can build that on a a

638
00:22:57.730 --> 00:22:58.789
- tabletop experiment.

639
00:22:59.794 --> 00:23:02.434
- Obviously, we need probably thousands and thousands at

640
00:23:02.434 --> 00:23:03.815
- least of qubits.

641
00:23:04.275 --> 00:23:05.634
- So that might be a little while away,

642
00:23:05.634 --> 00:23:07.474
- but I can think of the algorithms now

643
00:23:07.474 --> 00:23:09.075
- and say one day when you give me

644
00:23:09.075 --> 00:23:11.154
- a tabletop of qubits, this is what I'm

645
00:23:11.154 --> 00:23:12.775
- gonna run and I'm gonna simulate

646
00:23:13.079 --> 00:23:15.079
- a particle interaction. And so we can kind

647
00:23:15.079 --> 00:23:17.339
- of attack it from two angles, top down

648
00:23:17.400 --> 00:23:19.400
- at the LHC. Look at all this data.

649
00:23:19.400 --> 00:23:21.880
- Let's go deep diving into it. And bottom

650
00:23:21.880 --> 00:23:24.539
- up from tabletop quantum computing experiments.

651
00:23:24.839 --> 00:23:27.400
- Let's try and build a simulation of these

652
00:23:27.400 --> 00:23:28.804
- and see if we can expect it from

653
00:23:28.804 --> 00:23:31.065
- below. So we can kind of pincer movement,

654
00:23:31.444 --> 00:23:33.605
- the the standard model of the universe, and

655
00:23:33.605 --> 00:23:35.384
- try and understand more about it.

656
00:23:36.724 --> 00:23:39.125
- And, Ross, I wanted to to shift gears

657
00:23:39.125 --> 00:23:41.224
- a bit and and talk about

658
00:23:41.529 --> 00:23:44.829
- how quantum computers could be used to

659
00:23:45.609 --> 00:23:48.190
- to, I suppose, solve one of the the

660
00:23:48.410 --> 00:23:49.470
- the biggest challenges

661
00:23:49.769 --> 00:23:52.750
- facing physicists at the moment, and that is

662
00:23:52.890 --> 00:23:53.390
- developing

663
00:23:53.769 --> 00:23:54.589
- a viable

664
00:23:55.454 --> 00:23:55.954
- quantum

665
00:23:56.255 --> 00:23:58.815
- theory of gravity. You know, at the moment,

666
00:23:58.815 --> 00:24:00.194
- quantum mechanics is

667
00:24:00.494 --> 00:24:01.234
- an extraordinarily

668
00:24:02.494 --> 00:24:03.714
- successful theory.

669
00:24:04.174 --> 00:24:05.394
- And, Einstein's

670
00:24:05.934 --> 00:24:08.755
- general theory of relativity does a great job

671
00:24:09.259 --> 00:24:10.559
- at describing gravity.

672
00:24:10.940 --> 00:24:14.159
- But, it has proven very difficult to bring

673
00:24:14.619 --> 00:24:17.259
- those two things together in a in a

674
00:24:17.259 --> 00:24:20.960
- theory that works. So how could quantum computers

675
00:24:21.099 --> 00:24:21.599
- help,

676
00:24:22.139 --> 00:24:23.119
- with that challenge?

677
00:24:24.015 --> 00:24:25.775
- Yeah. I mean, exactly like you say that

678
00:24:25.775 --> 00:24:28.815
- they're kind of fundamentally incompatible despite being two

679
00:24:28.815 --> 00:24:31.295
- of the most well verified theories in all

680
00:24:31.295 --> 00:24:34.174
- science. It is quite counterintuitive, but general relativity

681
00:24:34.174 --> 00:24:36.734
- speaks in this language of continuous space and

682
00:24:36.734 --> 00:24:38.355
- time and deterministic

683
00:24:38.734 --> 00:24:39.234
- results.

684
00:24:39.750 --> 00:24:42.070
- And quantum mechanics speaks in this language of

685
00:24:42.070 --> 00:24:43.769
- discretized space, quantized

686
00:24:44.070 --> 00:24:46.890
- space, and energy levels, and and not deterministic

687
00:24:46.950 --> 00:24:49.349
- at all. It's it's inherently probabilistic, and so

688
00:24:49.349 --> 00:24:52.150
- they're completely different languages. The mathematical toolbox that

689
00:24:52.150 --> 00:24:54.009
- you use for them both are completely different.

690
00:24:54.285 --> 00:24:55.965
- So for that reason, they're incompatible, but they're

691
00:24:55.965 --> 00:24:57.884
- also if you try and quantize gravity or

692
00:24:57.884 --> 00:24:59.965
- gravitize quantum, you end up with a bunch

693
00:24:59.965 --> 00:25:00.625
- of divergences,

694
00:25:00.924 --> 00:25:02.144
- so infinite terms.

695
00:25:02.525 --> 00:25:03.025
- So

696
00:25:03.325 --> 00:25:06.285
- for example, if you try to quantize gravity

697
00:25:06.285 --> 00:25:07.884
- and think of a particle, call it the

698
00:25:07.884 --> 00:25:08.384
- graviton,

699
00:25:08.799 --> 00:25:10.259
- it's infamously unrenormalizable.

700
00:25:10.960 --> 00:25:12.240
- I know there are some people who might

701
00:25:12.240 --> 00:25:13.440
- take issue with that, but that's kind of

702
00:25:13.440 --> 00:25:16.500
- general consensus. Right? So it's it's really difficult.

703
00:25:16.799 --> 00:25:18.640
- So this is where I'm gonna come back

704
00:25:18.640 --> 00:25:20.500
- to trying to do the bottom up approach

705
00:25:20.960 --> 00:25:21.460
- because

706
00:25:22.125 --> 00:25:23.265
- there are some theories

707
00:25:23.644 --> 00:25:26.525
- that are dual theories of quantum and gravity.

708
00:25:26.525 --> 00:25:28.684
- Now they're not theories of our universe. They're

709
00:25:28.684 --> 00:25:30.464
- theories of kind of toy models,

710
00:25:31.005 --> 00:25:32.065
- but it's this idea

711
00:25:32.445 --> 00:25:33.265
- called the holographic

712
00:25:33.565 --> 00:25:34.065
- principle.

713
00:25:34.605 --> 00:25:36.285
- And the idea is if you come up

714
00:25:36.285 --> 00:25:36.900
- with some

715
00:25:37.460 --> 00:25:39.700
- quantum theory and you calculate a bunch of

716
00:25:39.700 --> 00:25:41.880
- quantities in this quantum theory,

717
00:25:42.980 --> 00:25:44.200
- it's actually equivalent

718
00:25:44.820 --> 00:25:48.279
- to a gravitational theory that's not quantum whatsoever

719
00:25:48.900 --> 00:25:50.599
- in one dimension higher,

720
00:25:50.974 --> 00:25:52.755
- so an extra space time dimension,

721
00:25:53.695 --> 00:25:55.535
- and you calculate the same quantities, you get

722
00:25:55.535 --> 00:25:56.515
- the same results.

723
00:25:57.134 --> 00:25:59.855
- So, again, one is not contingent on the

724
00:25:59.855 --> 00:26:02.575
- other, but two different theories give the same

725
00:26:02.575 --> 00:26:04.195
- results, almost to imply

726
00:26:04.700 --> 00:26:06.640
- that if you have a gravitational theory,

727
00:26:07.180 --> 00:26:10.299
- the more fundamental version is this quantum mechanical

728
00:26:10.299 --> 00:26:12.240
- theory that exists in fewer dimensions.

729
00:26:12.619 --> 00:26:14.460
- So, for example, something you could do on

730
00:26:14.460 --> 00:26:16.875
- a tabletop is something called the SYK model,

731
00:26:17.035 --> 00:26:18.894
- the SAC devier Kitaev model.

732
00:26:19.275 --> 00:26:21.775
- And that's actually a zero plus one dimensional

733
00:26:21.835 --> 00:26:24.335
- theory, which means a zero space dimensions

734
00:26:24.875 --> 00:26:27.035
- and one time dimension. So it starts to

735
00:26:27.035 --> 00:26:29.289
- get very wacky, very hard to picture. It

736
00:26:29.289 --> 00:26:31.130
- says, imagine you have a bunch of particles,

737
00:26:31.130 --> 00:26:33.150
- essentially. They're called Majorana fermions.

738
00:26:33.849 --> 00:26:35.230
- You have a bunch of these particles.

739
00:26:35.769 --> 00:26:37.849
- They don't exist in space because space doesn't

740
00:26:37.849 --> 00:26:39.769
- exist, but we can still label them in

741
00:26:39.769 --> 00:26:40.829
- the kind of abstract,

742
00:26:41.625 --> 00:26:42.445
- and they do

743
00:26:42.984 --> 00:26:45.545
- change with time and their correlation has changed

744
00:26:45.545 --> 00:26:46.664
- with time. And all you do is you

745
00:26:46.664 --> 00:26:48.845
- randomly couple different groups of these particles.

746
00:26:49.144 --> 00:26:50.984
- And then there's your quantum theory and you

747
00:26:50.984 --> 00:26:52.664
- calculate a few things and it's quite a

748
00:26:52.664 --> 00:26:53.404
- simple theory,

749
00:26:53.865 --> 00:26:56.345
- something that we could try and build using

750
00:26:56.345 --> 00:26:57.669
- qubits in a lab.

751
00:26:58.690 --> 00:27:01.089
- What actually happens is really interesting is that

752
00:27:01.089 --> 00:27:03.029
- the results you get are equivalent

753
00:27:03.410 --> 00:27:06.130
- to something called j t gravity. So this

754
00:27:06.130 --> 00:27:07.910
- is this is a one plus one dimensional

755
00:27:08.450 --> 00:27:11.305
- theory. So one dimension of space, so it

756
00:27:11.305 --> 00:27:12.924
- exists on a line basically

757
00:27:13.305 --> 00:27:14.605
- and varies in time.

758
00:27:15.144 --> 00:27:16.205
- So you have this

759
00:27:16.585 --> 00:27:19.164
- baseline quantum model, this SYK model,

760
00:27:19.945 --> 00:27:22.744
- almost giving rise to gravity and giving rise

761
00:27:22.744 --> 00:27:24.424
- to a dimension of space because the two

762
00:27:24.424 --> 00:27:25.724
- theories give the same results.

763
00:27:26.570 --> 00:27:28.410
- So this is really interesting. Obviously, we don't

764
00:27:28.410 --> 00:27:30.089
- live on a line. We don't live in

765
00:27:30.089 --> 00:27:32.170
- a one plus one dimensional universe, so it's

766
00:27:32.170 --> 00:27:34.329
- not useful for us in our understanding of

767
00:27:34.329 --> 00:27:36.490
- our universe. But if we can build a

768
00:27:36.490 --> 00:27:37.470
- tabletop experiment

769
00:27:38.009 --> 00:27:39.769
- that doesn't have gravity in it at all,

770
00:27:39.769 --> 00:27:41.595
- just has entanglement and cubits,

771
00:27:41.994 --> 00:27:45.454
- and from that get results that mimic gravity,

772
00:27:46.154 --> 00:27:48.315
- then perhaps we can make the argument that

773
00:27:48.315 --> 00:27:50.734
- gravity and actually space itself

774
00:27:51.115 --> 00:27:52.654
- and perhaps even time

775
00:27:53.115 --> 00:27:56.015
- are emergent properties of quantum entanglement.

776
00:27:56.460 --> 00:27:58.539
- So this is the idea of emergent space

777
00:27:58.539 --> 00:28:00.400
- time, and this is the kind of way

778
00:28:00.460 --> 00:28:02.880
- that we could attack quantum gravity. Rather than

779
00:28:02.940 --> 00:28:05.919
- gravitize quantum or quantize gravity, let's

780
00:28:06.220 --> 00:28:09.500
- use fundamental quantum building blocks to build space

781
00:28:09.500 --> 00:28:10.480
- and time itself.

782
00:28:12.315 --> 00:28:15.274
- And that that takes me nicely to to

783
00:28:15.274 --> 00:28:18.315
- my final question for you, Ross. And I

784
00:28:18.315 --> 00:28:19.294
- I suppose it's

785
00:28:20.474 --> 00:28:23.534
- a more general question about the intersection between

786
00:28:23.835 --> 00:28:24.654
- quantum mechanics

787
00:28:25.115 --> 00:28:26.894
- and, general relativity.

788
00:28:28.519 --> 00:28:31.079
- Quantum information theory, which is the sort of

789
00:28:31.079 --> 00:28:32.619
- the conceptual framework

790
00:28:33.160 --> 00:28:33.660
- behind

791
00:28:34.200 --> 00:28:36.220
- quantum computers, is being used

792
00:28:36.519 --> 00:28:37.259
- to study

793
00:28:37.640 --> 00:28:38.940
- that interface.

794
00:28:40.454 --> 00:28:40.954
- And

795
00:28:41.255 --> 00:28:42.775
- it it it seems to be throwing up

796
00:28:42.775 --> 00:28:44.394
- some really interesting things.

797
00:28:45.015 --> 00:28:47.494
- I mean, I I wrote an article probably

798
00:28:47.494 --> 00:28:50.555
- about a year ago about something called,

799
00:28:51.575 --> 00:28:52.075
- indefinite

800
00:28:52.639 --> 00:28:55.519
- causal order, which is a really strange thing

801
00:28:55.519 --> 00:28:57.119
- when you when you start,

802
00:28:57.599 --> 00:28:58.099
- combining,

803
00:28:58.880 --> 00:28:59.779
- quantum mechanics

804
00:29:00.079 --> 00:29:01.460
- and general relativity.

805
00:29:03.359 --> 00:29:03.859
- And,

806
00:29:04.795 --> 00:29:06.714
- quantum information theory is, you know, it's been

807
00:29:06.714 --> 00:29:08.575
- shedding light on the nature of

808
00:29:08.875 --> 00:29:09.775
- space time,

809
00:29:10.154 --> 00:29:12.474
- black holes, and, you know, all those sort

810
00:29:12.474 --> 00:29:14.875
- of wonderful things. Can you talk a bit

811
00:29:14.875 --> 00:29:15.375
- about

812
00:29:15.914 --> 00:29:18.875
- what sort of insights quantum information theory can

813
00:29:18.875 --> 00:29:21.429
- give us into the, you know, the universe

814
00:29:21.429 --> 00:29:23.210
- in general, I suppose, beyond

815
00:29:23.509 --> 00:29:26.069
- the quantum world. Yeah. And it's really, really

816
00:29:26.069 --> 00:29:28.549
- interesting. So information is kind of this abstract

817
00:29:28.549 --> 00:29:29.929
- concept, but it's

818
00:29:30.309 --> 00:29:33.190
- often proposed as being fundamental in the universe

819
00:29:33.190 --> 00:29:35.210
- and and information is always conserved.

820
00:29:35.664 --> 00:29:37.265
- And so when you have information about, for

821
00:29:37.265 --> 00:29:38.244
- example, a thermodynamic

822
00:29:39.265 --> 00:29:42.305
- room of particles, you you apply something called

823
00:29:42.305 --> 00:29:44.464
- statistical mechanics to that, and you can get

824
00:29:44.464 --> 00:29:46.384
- some conclusions about the information in the room,

825
00:29:46.384 --> 00:29:48.545
- often this thing called entropy. Right? So may

826
00:29:48.545 --> 00:29:51.289
- have heard of entropy before. There's quantum mechanical

827
00:29:51.289 --> 00:29:53.450
- equivalent. Imagine you have lots of quantum particles

828
00:29:53.450 --> 00:29:54.890
- and you can do this the field of

829
00:29:54.890 --> 00:29:55.869
- quantum information.

830
00:29:56.490 --> 00:29:59.210
- And within that, there are definitions of entropy

831
00:29:59.210 --> 00:30:00.890
- about how much we know about this quantum

832
00:30:00.890 --> 00:30:02.595
- system, how much we don't know, what if

833
00:30:02.595 --> 00:30:03.954
- we only look at part of it, what

834
00:30:03.954 --> 00:30:06.515
- does that teach us about potentially entanglement between

835
00:30:06.515 --> 00:30:08.835
- different regions, things like that. And this toolbox

836
00:30:08.835 --> 00:30:10.355
- has been developed for a little while and

837
00:30:10.355 --> 00:30:12.515
- it's really interesting, and it kind of can

838
00:30:12.515 --> 00:30:13.634
- give us a bunch of stuff to do

839
00:30:13.634 --> 00:30:14.730
- with quantum computers.

840
00:30:15.210 --> 00:30:16.730
- But then in parallel, the field of black

841
00:30:16.730 --> 00:30:19.450
- holes was developing their own little toolbox to

842
00:30:19.450 --> 00:30:22.089
- try and understand the event horizon and what

843
00:30:22.089 --> 00:30:24.009
- happens to things that falls inside a black

844
00:30:24.009 --> 00:30:26.029
- hole. And then really surprisingly,

845
00:30:26.970 --> 00:30:27.795
- some of the results

846
00:30:28.275 --> 00:30:29.875
- again seem to match. It seemed to be

847
00:30:29.875 --> 00:30:31.475
- that, actually, we can start using these ideas

848
00:30:31.475 --> 00:30:34.674
- of quantum information theory on black holes themselves.

849
00:30:34.674 --> 00:30:35.414
- And, actually,

850
00:30:36.035 --> 00:30:38.515
- our current understanding, and this is really bleeding

851
00:30:38.515 --> 00:30:40.355
- edge physics at the moment, so this might

852
00:30:40.355 --> 00:30:42.059
- change, but But our current understanding is if

853
00:30:42.059 --> 00:30:44.079
- something falls into a black hole, that information

854
00:30:44.140 --> 00:30:45.200
- isn't lost forever.

855
00:30:45.819 --> 00:30:48.299
- It's actually encoded in some sense on the

856
00:30:48.299 --> 00:30:49.759
- surface of the black hole

857
00:30:50.220 --> 00:30:52.859
- on the event horizon. And Leonard Susskind would

858
00:30:52.859 --> 00:30:55.039
- be an advocate for saying it goes inside

859
00:30:55.394 --> 00:30:57.154
- and outside the black hole. This is the

860
00:30:57.154 --> 00:30:58.695
- idea of black hole complementarity.

861
00:30:59.154 --> 00:31:00.914
- So there's some really interesting stuff here, but

862
00:31:00.914 --> 00:31:03.955
- the idea is it's preserved. It's encoded, almost

863
00:31:03.955 --> 00:31:06.055
- encrypted, and it's done so redundantly.

864
00:31:06.434 --> 00:31:08.355
- So you don't need the entire surface of

865
00:31:08.355 --> 00:31:10.769
- the black hole to reconstruct all of the

866
00:31:10.769 --> 00:31:13.329
- information, almost as if it's error correcting in

867
00:31:13.329 --> 00:31:16.069
- some way. And then that information is slowly

868
00:31:16.130 --> 00:31:18.609
- released back into the universe over billions of

869
00:31:18.609 --> 00:31:19.669
- billions of years

870
00:31:19.970 --> 00:31:22.450
- through Hawking radiation. So some really interesting stuff,

871
00:31:22.450 --> 00:31:24.684
- and all of this has been found out

872
00:31:24.684 --> 00:31:27.024
- by applying this toolbox of quantum information

873
00:31:27.565 --> 00:31:30.865
- to black hole physics and to these extreme

874
00:31:30.924 --> 00:31:34.605
- environments where there's interesting quantum mechanical effects and

875
00:31:34.605 --> 00:31:36.960
- strong gravitational effects. So this could be a

876
00:31:36.960 --> 00:31:39.859
- good playground to understand quantum gravity, for example.

877
00:31:40.160 --> 00:31:41.920
- So this is a kind of idea that

878
00:31:41.920 --> 00:31:45.460
- we can apply quantum information to perhaps surprising

879
00:31:45.599 --> 00:31:48.224
- areas of physics and learn quite a lot.

880
00:31:50.304 --> 00:31:52.464
- Yeah. That that that is really interesting. I

881
00:31:52.464 --> 00:31:53.765
- mean, is this this,

882
00:31:56.065 --> 00:31:57.924
- black hole? Is it that firewall?

883
00:31:58.304 --> 00:32:00.065
- I I I remember there's a lot of

884
00:32:00.065 --> 00:32:00.930
- work about that.

885
00:32:01.410 --> 00:32:03.570
- Maybe five years ago, there was a flurry

886
00:32:03.570 --> 00:32:03.890
- of,

887
00:32:04.610 --> 00:32:06.950
- of papers. And, yeah, I remember

888
00:32:07.410 --> 00:32:08.390
- really struggling

889
00:32:08.930 --> 00:32:10.309
- to get my head around,

890
00:32:10.930 --> 00:32:13.009
- exactly what was going on. But, yeah, I

891
00:32:13.009 --> 00:32:15.375
- mean, that is a really interesting it's is

892
00:32:15.375 --> 00:32:18.115
- that is that the black hole information paradox?

893
00:32:18.255 --> 00:32:20.575
- Exactly. So the information paradox originally was when

894
00:32:20.575 --> 00:32:21.715
- when Stephen Hawking

895
00:32:22.174 --> 00:32:23.775
- came up with, oh, hold on. That there's

896
00:32:23.775 --> 00:32:25.934
- some kind of radiation that's leading out. But

897
00:32:25.934 --> 00:32:27.980
- he said that radiation cannot

898
00:32:28.440 --> 00:32:30.759
- contain the information. The information's inside the black

899
00:32:30.759 --> 00:32:31.580
- hole. Right?

900
00:32:31.960 --> 00:32:33.799
- So but the problem is if if a

901
00:32:33.799 --> 00:32:36.700
- black hole is radiating, it's it's slowly shrinking.

902
00:32:37.000 --> 00:32:38.984
- So eventually, that black hole will disappear. So

903
00:32:39.144 --> 00:32:40.684
- if the information is not in the radiation

904
00:32:40.825 --> 00:32:42.984
- and it's the black hole is gone, where's

905
00:32:42.984 --> 00:32:43.565
- the information?

906
00:32:43.865 --> 00:32:46.025
- So this was the information paradox. And he

907
00:32:46.025 --> 00:32:48.684
- actually had a bet, with with, with Preskill

908
00:32:48.825 --> 00:32:49.464
- about this.

909
00:32:50.025 --> 00:32:52.549
- And he said, Preskill said that, no. The

910
00:32:52.549 --> 00:32:54.789
- information must be in in in your radiation,

911
00:32:54.789 --> 00:32:57.349
- in the Hawking radiation. And Stephen Hawking disagreed,

912
00:32:57.349 --> 00:32:59.830
- but eventually conceded that that he was correct.

913
00:32:59.830 --> 00:33:01.430
- And that that is where we're at at

914
00:33:01.430 --> 00:33:04.390
- the moment. We think the information is indeed

915
00:33:04.390 --> 00:33:07.034
- in the Hawking radiation. So it is really

916
00:33:07.034 --> 00:33:09.514
- interesting. Really interesting. And, again, this could change,

917
00:33:09.835 --> 00:33:11.355
- but this is what's so exciting about the

918
00:33:11.355 --> 00:33:11.855
- field.

919
00:33:12.234 --> 00:33:14.714
- Yeah. Yeah. Yeah. It it it's all coming

920
00:33:14.714 --> 00:33:16.474
- back to me now. And then you've got

921
00:33:16.474 --> 00:33:19.294
- this no is it the no hair theorem?

922
00:33:19.779 --> 00:33:21.539
- Yeah. Is that is that at the heart

923
00:33:21.539 --> 00:33:23.400
- of the paradox that the black hole

924
00:33:23.940 --> 00:33:24.440
- can't

925
00:33:25.140 --> 00:33:27.859
- hold this information or that it shouldn't be

926
00:33:27.859 --> 00:33:29.779
- there or Yeah. There can't be kind of,

927
00:33:29.940 --> 00:33:31.700
- this kind of fuzzy thing that happens on

928
00:33:31.700 --> 00:33:33.315
- the edge. But this is all all kind

929
00:33:33.315 --> 00:33:35.315
- of intertwined, and and the firewall that you

930
00:33:35.315 --> 00:33:37.315
- mentioned earlier is kind of, again, up for

931
00:33:37.315 --> 00:33:39.654
- debate. So some people would would believe that

932
00:33:39.714 --> 00:33:41.954
- you can't cross the event horizon because you

933
00:33:41.954 --> 00:33:43.474
- would you would tear up. It would kind

934
00:33:43.474 --> 00:33:46.259
- of become infinite temperature. That isn't really the

935
00:33:46.259 --> 00:33:48.019
- prevailing theory at the moment. I think it's

936
00:33:48.019 --> 00:33:50.340
- slightly more common to say that if you

937
00:33:50.340 --> 00:33:52.420
- invoke the equivalence principle, which means that if

938
00:33:52.420 --> 00:33:53.860
- you're in free fall, you're not supposed to

939
00:33:53.860 --> 00:33:55.299
- be able to tell if that you're in

940
00:33:55.299 --> 00:33:57.620
- a particularly special environment, including that of the

941
00:33:57.620 --> 00:33:59.934
- event horizon. So for us if it was

942
00:33:59.934 --> 00:34:02.095
- a small black hole, the tidal effects would

943
00:34:02.095 --> 00:34:03.934
- rip you apart, so you could definitely tell.

944
00:34:03.934 --> 00:34:05.534
- But if it was a really supermassive black

945
00:34:05.534 --> 00:34:07.454
- hole, you could pass the event horizon and

946
00:34:07.454 --> 00:34:09.054
- not even notice. We could be doing it

947
00:34:09.054 --> 00:34:10.574
- right now. The Earth could be falling into

948
00:34:10.574 --> 00:34:13.074
- some supermassive black hole, and we wouldn't know.

949
00:34:13.135 --> 00:34:13.739
- So this is

950
00:34:14.300 --> 00:34:15.920
- kind of what we think

951
00:34:16.300 --> 00:34:18.320
- is happening. Obviously, if you look at someone

952
00:34:18.460 --> 00:34:19.280
- from afar

953
00:34:19.579 --> 00:34:22.079
- because of general relativity and different different

954
00:34:22.699 --> 00:34:25.579
- perspectives, different frames, you would see something different.

955
00:34:25.579 --> 00:34:27.420
- You would never see them pass the event

956
00:34:27.420 --> 00:34:30.224
- horizons black of the black hole because time

957
00:34:30.224 --> 00:34:32.244
- dilates infinitely. So that light

958
00:34:32.545 --> 00:34:34.464
- is never gonna reach you of them of

959
00:34:34.464 --> 00:34:36.464
- them passing the black hole. So this is

960
00:34:36.464 --> 00:34:38.964
- kind of, again, leading back into the Susskind

961
00:34:39.025 --> 00:34:39.844
- view of complementarity.

962
00:34:40.224 --> 00:34:42.559
- You you you almost pass the event horizon

963
00:34:42.559 --> 00:34:44.559
- and don't pass the event horizon, and something

964
00:34:44.559 --> 00:34:46.260
- is also true for information.

965
00:34:46.559 --> 00:34:48.179
- So really, really cool stuff.

966
00:34:48.719 --> 00:34:50.739
- Yeah. It is I mean, it is astonishing,

967
00:34:50.800 --> 00:34:52.640
- or at least I find it astonishing that

968
00:34:52.640 --> 00:34:54.974
- you can you can have these sort of

969
00:34:54.974 --> 00:34:56.194
- quantum conversations

970
00:34:56.574 --> 00:34:58.655
- about a black hole, which is, you know,

971
00:34:58.655 --> 00:35:01.074
- something that's huge and, you know,

972
00:35:01.494 --> 00:35:01.994
- the

973
00:35:02.414 --> 00:35:03.714
- incredibly violent

974
00:35:04.335 --> 00:35:04.835
- gravitational

975
00:35:05.534 --> 00:35:07.295
- field that it has. You would have thought

976
00:35:07.295 --> 00:35:09.150
- it would it would be the least quantum

977
00:35:09.150 --> 00:35:10.130
- thing in the world.

978
00:35:10.429 --> 00:35:12.750
- Yet, you know, you've got all these subtle

979
00:35:12.750 --> 00:35:13.250
- effects,

980
00:35:14.109 --> 00:35:16.670
- that you that I suppose quantum mechanics forces

981
00:35:16.670 --> 00:35:18.849
- you Yeah. To to think about.

982
00:35:19.309 --> 00:35:20.449
- Well, that's what I mean.

983
00:35:20.829 --> 00:35:22.190
- Everywhere. Even in the the vacuum of empty

984
00:35:22.190 --> 00:35:22.394
- spaces,

985
00:35:28.875 --> 00:35:32.255
- motivation to explain Hawking radiation. Even the vacuum,

986
00:35:32.554 --> 00:35:33.994
- right at the boundary of a black hole

987
00:35:33.994 --> 00:35:36.179
- at the event horizon, There's interesting stuff happening

988
00:35:36.179 --> 00:35:38.179
- there. There's an interaction between these really cool

989
00:35:38.179 --> 00:35:38.679
- environments.

990
00:35:40.900 --> 00:35:43.139
- Well, that's great, Ross. Thanks so much for

991
00:35:43.139 --> 00:35:45.539
- for coming on the podcast and and talking

992
00:35:45.539 --> 00:35:48.440
- to us about quantum computing and particle physics,

993
00:35:49.265 --> 00:35:52.485
- quantum gravity, and black holes as well.

994
00:35:53.184 --> 00:35:54.465
- So so what's some

995
00:35:55.585 --> 00:35:57.684
- you mentioned some of your research,

996
00:35:57.985 --> 00:36:00.565
- at the moment. Is there anything in particular

997
00:36:00.625 --> 00:36:02.545
- that you're working on now that you'd like

998
00:36:02.545 --> 00:36:04.429
- to share with our audience?

999
00:36:05.289 --> 00:36:06.730
- Yeah. So, I mean, so I I finished

1000
00:36:06.730 --> 00:36:09.309
- my PhD last year, actually, and it was

1001
00:36:09.369 --> 00:36:12.010
- mostly related in kind of causality for quantum

1002
00:36:12.010 --> 00:36:14.730
- field theory. So the mathematical framework of of

1003
00:36:14.730 --> 00:36:16.944
- our best theory of quantum mechanics. And now

1004
00:36:16.944 --> 00:36:18.085
- I'm pivoting into

1005
00:36:18.385 --> 00:36:20.864
- actually kind of more applications for quantum computers.

1006
00:36:20.864 --> 00:36:22.784
- So hopefully later this year, I'll have some

1007
00:36:22.784 --> 00:36:25.025
- papers out that are gonna be about the

1008
00:36:25.025 --> 00:36:26.944
- kind of algorithms that we can use to

1009
00:36:26.944 --> 00:36:27.444
- simulate

1010
00:36:27.984 --> 00:36:29.284
- quantum field theories

1011
00:36:29.585 --> 00:36:32.324
- on qubits. So hopefully, stay tuned for that.

1012
00:36:33.059 --> 00:36:34.340
- And I think, I mean, I think we've

1013
00:36:34.340 --> 00:36:36.660
- got a good careers message here. I mean,

1014
00:36:36.660 --> 00:36:38.760
- we we love to talk about careers

1015
00:36:39.140 --> 00:36:40.680
- on the Physics World podcast.

1016
00:36:41.219 --> 00:36:41.719
- And,

1017
00:36:42.099 --> 00:36:43.860
- you know, it sounds to me that,

1018
00:36:44.980 --> 00:36:47.079
- you you can do particle physics.

1019
00:36:47.565 --> 00:36:50.125
- And then, I mean, maybe you're not going

1020
00:36:50.125 --> 00:36:52.125
- to do this or maybe you will, that

1021
00:36:52.125 --> 00:36:53.905
- you can move into a career

1022
00:36:54.605 --> 00:36:56.144
- in quantum computing

1023
00:36:56.605 --> 00:36:58.925
- fairly seamlessly. I mean, is that right? Would

1024
00:36:58.925 --> 00:37:00.570
- you I mean, if somebody came to you

1025
00:37:00.570 --> 00:37:02.170
- and said, well, you know, I'm really interested

1026
00:37:02.170 --> 00:37:03.309
- in particle physics,

1027
00:37:03.610 --> 00:37:05.450
- but I wanna get a job at a

1028
00:37:05.450 --> 00:37:08.170
- quantum computing company. I mean, it sounds to

1029
00:37:08.170 --> 00:37:08.809
- me like,

1030
00:37:09.369 --> 00:37:11.784
- doing a PhD in particle physics be a

1031
00:37:11.784 --> 00:37:12.445
- good idea.

1032
00:37:12.824 --> 00:37:15.224
- Yeah. Yeah. I mean, the the boundaries are

1033
00:37:15.224 --> 00:37:16.905
- definitely getting more and more blurred as time

1034
00:37:16.905 --> 00:37:19.085
- goes on, as we've discussed the ideas of

1035
00:37:19.385 --> 00:37:21.945
- AI, machine learning, even qubits starting to be

1036
00:37:21.945 --> 00:37:24.760
- applied in particle physics. And so it becomes

1037
00:37:24.760 --> 00:37:25.500
- very interdisciplinary.

1038
00:37:25.880 --> 00:37:27.719
- And, actually, my my masters that I did

1039
00:37:27.719 --> 00:37:28.699
- before my PhD

1040
00:37:29.159 --> 00:37:31.319
- was half in quantum computing and half in

1041
00:37:31.319 --> 00:37:33.819
- particle physics. And so I always kind of

1042
00:37:34.119 --> 00:37:35.960
- balanced it because I'm interested in both. And

1043
00:37:35.960 --> 00:37:37.605
- so I've I've managed to be be very

1044
00:37:37.605 --> 00:37:39.445
- lucky in that I get to study both

1045
00:37:39.445 --> 00:37:41.625
- fields simultaneously. But, yeah, you can absolutely

1046
00:37:41.925 --> 00:37:42.985
- absolutely pivot.

1047
00:37:44.244 --> 00:37:45.925
- Well, that's great, Ross. Well, thanks again for

1048
00:37:45.925 --> 00:37:48.085
- coming on the podcast. Thank you very much

1049
00:37:48.085 --> 00:37:48.985
- for having me.

1050
00:37:56.519 --> 00:37:59.400
- That was Ross Jenkinson of the University of

1051
00:37:59.400 --> 00:37:59.900
- Manchester.

1052
00:38:00.440 --> 00:38:02.940
- Thanks, Ross, for a fascinating discussion.

1053
00:38:03.744 --> 00:38:06.144
- This podcast is brought to you by American

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- Elements,

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00:38:20.769 --> 00:38:23.809
- American Elements is the largest supplier of its

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00:38:23.809 --> 00:38:24.309
- kind.

1063
00:38:24.849 --> 00:38:27.410
- For more than twenty five years, its research

1064
00:38:27.410 --> 00:38:30.715
- and development programs have been a vital resource

1065
00:38:30.715 --> 00:38:31.534
- for innovation

1066
00:38:31.994 --> 00:38:35.295
- across corporate, government, and academic sectors.

1067
00:38:35.914 --> 00:38:38.574
- The company's ability to scale laboratory

1068
00:38:38.875 --> 00:38:40.974
- breakthroughs to industrial production

1069
00:38:41.355 --> 00:38:43.855
- has contributed to many of the most significant

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00:38:44.480 --> 00:38:44.980
- technological

1071
00:38:45.280 --> 00:38:47.460
- advances since 1990,

1072
00:38:48.079 --> 00:38:49.699
- including LED lighting,

1073
00:38:50.079 --> 00:38:50.579
- smartphones,

1074
00:38:50.960 --> 00:38:52.260
- and electric vehicles.

1075
00:38:52.880 --> 00:38:56.980
- To learn more, visit americanelements.com.

1076
00:38:57.440 --> 00:38:57.940
- American

1077
00:38:58.239 --> 00:38:58.739
- Elements.

1078
00:38:59.344 --> 00:39:00.484
- Now invent.

1079
00:39:01.824 --> 00:39:04.224
- I'm afraid that's all the time we have

1080
00:39:04.224 --> 00:39:05.525
- for this week's podcast.

1081
00:39:05.984 --> 00:39:08.944
- I'm Hamish Johnston, and our producer is Fred

1082
00:39:08.944 --> 00:39:09.444
- Iles.

1083
00:39:09.904 --> 00:39:12.804
- The music you hear in Physics World's podcasts

1084
00:39:13.130 --> 00:39:15.769
- is called one three seven, and it was

1085
00:39:15.769 --> 00:39:18.349
- composed and performed by the physicist

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00:39:18.969 --> 00:39:19.869
- Philip Moriarty.

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00:39:20.570 --> 00:39:22.429
- We'll be back again next week.