Quantum the power of the little things

[Music]

you live in the quantum world

you take advantage of it every single

day

and you don’t even know what it means

in the morning you wake up

you have a shower

you fry your eggs toast your bread for

your coffee

you brush your teeth pack your laptop

take your

phone

close the door and run for the tram that

is one hour of your daily life sponsored

by at least

one million

of scientific discoveries

i’m here as a quantum researcher to tell

you

why quantum mechanics is amazing

and how quantum computers are going to

change

your lives

as scientists we really try to explain

the world we want to explain the

phenomena and the effects that we see

around

we see that something is moving around

and we want to predict its trajectory

or we feel that something is like

heating up or even bursting and we want

to understand why this is happening so

all these things were already observed

and explained long time ago

when i was a long time ago i’m talking

like a few centuries those are the

classics so things like gravity

thermodynamics

maybe electromagnetism they were

explained long time ago

but human curiosity wanted to go a

little bit farther

so humans are starting to look into the

really small tiny things

at some point they found things like

atoms photons or electrons and they

could no longer explain what was

happening with these little particles

using the set of laws that they were

using for the bigger things

so they realized they needed a new set

of laws

so in the 1920s very important and

renowned scientists like schrodinger

heisenberg bohr came up with the first

mathematical framework for quantum

physics

and that was really revolutionary

because from that moment on we would

distinguish the world into two different

worlds

so we would have the set of laws that

would explain the classical mechanics

and we would have also the set of laws

that would explain the little things the

quantum particles

so

actually

this was really a big thing

and it changed the whole thing

but i want to bring another

differentiation here today

and this distinction is about what was

told to us and what is untold to us

so let me try to explain this a little

bit

when we are children when we are at the

school we believe everything our

teachers tell us

i’m not saying we shouldn’t have i’m not

saying they were lying to us i’m just

saying whatever they would tell us we

would be like

and so they would tell us about gravity

and if you really think about it gravity

it’s amazing it’s even unbelievable

there is like an imaginary transparent

invisible force that is like pulling you

down 24 7. and nobody questions it

everybody is like oh yeah gravity i’ve

heard of it yeah

but what about those things that we

weren’t told about this is quantum

physics

because of that because we never heard

about it because our teachers didn’t

tell us about it we feel really

disconnected to this world

we feel so disconnected the only thing

we know about it is that it’s difficult

to understand counterintuitive so we

just don’t even give it a try

but let me tell you something if i can

pretend to understand quantum physics so

can you

so nowadays when we do research we don’t

actually take a notebook sit on a stone

and just look at the world pass by

we have a different approach we try to

implement everything in our laboratories

or what is actually even lazier approach

we try to implement everything in our

little computers

and this is kind of where we are stuck

at the moment because the calculations

we wanted to are not possible to be made

in our classical computers even in the

classical super computers

so now what is the concept of a computer

let’s start very basic

in any computer what we need to do is to

encode information in a system

in our computers we call this system a

bit and to be a little bit scientific a

bit is a binary system but it’s just a

technical world word to say

that is a system that can be in two

different states

usually we refer to it as zero or one

in reality this is just a little

transistor where we just apply a voltage

or apply no voltage at all and this is

pretty much our one or zero

but now what happens when quantum

mechanics wants to be like simulated in

a normal computer

well quantum mechanics is beautiful it’s

really gorgeous believe me but it’s also

a little bit complicated and this is

where our computers get a stack there

are many characteristics that make it

really beautiful and really complicated

but there are two that i think are most

important one of them is quantum

superposition which means that a quantum

particle is not in a defined state but

it can be in a superposition of two

different states

and on the other hand there is the

quantum uncertainty

which means that we don’t know the state

of the particle until we measure it

so okay let’s try to bring a little like

hand wavy example and see if we all

understand it

imagine i’m gonna toss a coin it’s still

up there in the air until we get to the

example so basically we have the coin

flipping around

and while it is in the air

the state can be somewhere between heads

and tails so we can say it is in a

superposition of heads and tails

and at the same time

while it is in the air

we don’t know

what the state is

however when we catch

the coin we are sort of like making a

measurement we are making an observation

and we are disrupting the system and at

the same time we are also defining the

state of the coin because it is no

longer in a superposition but it’s gonna

be in zero

or one which is the same heads and tails

right

so now i’ve said in normal computers we

just have a bit that can be in zero or

one but if we would have a quantum

computer we would have something that we

call quantum bit or what is the same a

qubit

in this case it’s not only in 0 or 1 but

it is in 0 and 1

at the same time

so now let’s imagine we have 20

particles 20 is a very small number

everybody can imagine 20 particles in a

box if you want

and now this seems kind of easy

but what happens if every single

particle can be in a superposition of

two different states

now you say okay it’s 20

two different states it cannot be that

bad

but actually if you want to consider the

entire system

and if you want to consider every single

possible combination

you would end up with more than a

million combinations

and this is exactly where quantum

computers are really beneficial and can

boost the computing power because our

qubits can naturally be in a

superposition of states which means that

they can naturally consider all the

possible combinations at once

so now let’s say i’ve convinced you and

find quantum computers are amazing but

how do we actually build them

so there are many different ways of

building quantum computers

and basically the main difference is the

system in which we encode the

information

so we can use photons we can use atoms

we can use superconducting circuits the

only thing that matters is that all

these systems can be in a superposition

of two different states zero and one

in my case i worked with photons

i love their properties they’re gorgeous

but they are also a pain to work with

as many photons as we get from the sun

or as many photons as we can create in a

laser system

these little bastards love bunching with

each other

all the time

so actually getting single photons one

at a time is one of the major challenges

that we have in photonic quantum

computing

believe it or not i spend my entire phd

trying to get single photons using

graphene and we did quite some good

steps forward but it’s still a long way

to go

so there are other systems as i said

another one would be atoms they have

their own advantages but they also have

their own disadvantages in the case of

atoms they get really distracted with

everything that is around them they like

interacting with everything all the

fields around them and because of that

it’s very difficult to get them isolated

in the case of superconducting circuits

they also have their own advantages but

they also like being really cold and

when i say really cold i’m talking

colder than outer space so this is

certainly a big challenge in a

laboratory

so what i’m trying to say is all the

systems have their advantages and

disadvantages

so basically it’s not clear who is going

to win this race of quantum computing

but of course like in any other

competition we need to define our

criteria how are you going to define who

the winner is

so in quantum computing we talk about

something that is called quantum

supremacy

and i thought how am i going to explain

quantum supremacy and i thought i’m just

going to show them what wikipedia says

because that’s what we all do don’t we

so this is what

wikipedia says in quantum computing

quantum supremacy is the goal of

demonstrating that a programmable

quantum device can solve a problem that

no classical computer

can solve in any feasible amount of time

and the funny part comes in a little

parenthesis that it’s right after and it

reads irrespective of the usefulness of

the problem

so actually this may not make any sense

to you but it totally does because

nowadays every single quantum computer

that is built is built with a specific

purpose with the specific purpose of

solving one and only one problem so

basically companies and

research institutions they’re just

looking for the problems that their

quantum computers are good at

then

they compare the performance of the

quantum computers with the classical

computers so whenever quantum computers

are ridiculously faster than classical

ones we are talking about quantum

supremacy

in 2019 google presented the first

quantum computer it was based on

superconducting circuits and they got up

to 53 cubits

and they claimed to solve one problem

within 200 seconds whereas the classical

counterpart would have taken 10

000 years

so a year later ibm actually claimed

that this could have been solved within

2.5 days

but this is not the point of my talk

and none of the companies is paying me

to advertise their products so i’m just

going to leave it there

the second and latest quantum computer

was presented by the university of

science and technology of china this was

this year

and this was based on photons they got

up to 76 cubits

they showed that they could compute a

problem within 200 seconds

whereas the classical computer would

have taken 2.5

billion years

so now if we really look at what they

were solving

without offending anyone here

it was kind of useless

but don’t get me wrong this is what

fundamental research is about

we make a little step forward

and it doesn’t look like we’re getting

anywhere but this step forward is so

important to eventually get to the

ultimate point

this is what research is about so we

shouldn’t focus on what’s the

applicability of this exact step but

like where is this taking us to

because i’m pretty sure

the first car was slower than bikes

and here we are nowadays with our fancy

cars that can go way faster than what

they’re allowed to

so

when i’m talking about the impact of

like quantum computers what is this

about what am i talking about

am i talking about i don’t know maybe

netflix not getting stuck when we’re in

the middle of the movie or tinder

getting a little bit more efficient

looking for matches

or maybe finally understanding the logic

behind the price of the flights

unfortunately this is not what quantum

computers are going to help us with

but there is something very very

important that they are going to help us

with and this is combinatorics

before i said that because quantum

particles our qubits can be naturally in

a superposition of states they’re very

good at looking at into different

combinations at once

so now imagine that you have a pile of

pieces

and they tell you you can put them

together in any way you want and this is

exactly what chemical and biological

engineering is about they have a bunch

of atoms the entire periodic table

actually and they can put them in any

way they want to get the drugs with the

properties that they’re looking for

so now if you imagine like the billions

and trillions of ways in which you can

put atoms together this is exactly where

our classical computers are crashing and

this is exactly where quantum computers

are gonna really boost the computational

power

another very important point when we

really consider different options

is when we have to make decisions that

consider many parameters at the same

time so you can have many combinations

at the same time and this is exactly

what artificial intelligence is about

us humans are very good at considering

the consequences of our acts

sometimes

but basically when we want to make our

robots our machines

smarter somehow we just want them to be

able to look at different parameters at

different options and give us the best

one because they have gone through all

of them

so hopefully i have convinced you that

quantum computing is amazing and that we

should totally go for it

the question is when is this going to

happen

so unfortunately

i have no idea

and it’s not because i didn’t pay

attention at university

it’s because nobody knows

it could be a decade two decades half a

century

to be honest your guess is as good as

mine

but there is something i know

and this is that it’s gonna happen

because in theory we know how to build a

quantum computer

the problem is that our technology is

classical it’s very big it’s very rough

and basically we have to adapt all our

machinery all our technology to be able

to deal with these little quantum

particles

so basically one could say that it is

just

an engineering problem

just

thank you

[音乐]

你生活在量子世界里

你每天都在利用它

你甚至不知道它意味着什么

早上你醒来

你洗个澡

你煎鸡蛋烤面包当

咖啡

你刷你的 咬紧牙关把你的笔记本电脑

带上你的

手机

关上门跑上电车,这

是你日常生活中一小时的电车,

由至少

一百万

个科学发现赞助

我作为一名量子研究员来这里告诉

为什么量子力学是惊人的,

以及如何 量子计算机将

改变

作为科学家的生活 我们真的试图解释

这个世界 我们想要解释

我们

在周围

看到的现象和影响 我们看到有东西在四处移动

我们想要预测它的轨迹

或者我们觉得有东西在 就像

升温甚至爆裂一样,我们

想了解为什么会发生这种情况,所以

很久以前就已经观察到并解释

了所有这些事情 就是这些

经典,所以像重力热力学这样的东西

可能是电磁学,它们

很久以前就被解释过了,

但是人类的好奇心想要

走得更远,

所以人类开始研究

非常小的东西,

在某个时候他们发现了

原子光子或 电子,他们

无法

再使用他们用于更大事物的一组定律来解释这些小粒子发生了什么,

所以他们意识到他们需要一套新

的定律,

所以在 1920 年代非常重要和

著名的科学家,如

薛定谔·海森堡·玻尔 提出了第一个

量子物理学的数学框架

,这确实是革命性的,

因为从那一刻起,我们

将世界分为两个不同的

世界,

因此我们将拥有一组

可以解释经典力学的定律

,我们也将拥有一组

可以解释量子粒子的小事情的定律,

所以

实际上

这是重新 盟友是一件大事

,它改变了整个事情,

但我今天想在这里带来另一个

区别

,这种区别是关于

告诉我们的和不告诉我们的,

所以让我试着

在我们还是孩子的时候解释一下 我们在

学校 我们相信

老师告诉我们

的一切 告诉我们关于重力的事

,如果你真的想一想重力,

它是惊人的,甚至令人难以置信,

有一种想象中的透明

无形力量,就像把你拉

下来一样 24 7. 没有人质疑它,

每个人都喜欢,哦,是的,我

听说过它 是的,

但是那些

我们没有被告知这是量子

物理学

的事情呢,因为我们从未听说

过它,因为我们的老师没有

告诉我们这件事,我们觉得

与这个世界真的脱节了,

我们感到如此脱节 我们唯一

知道的是,

很难理解违反直觉的,所以

我们甚至不试一试,

但让我告诉你一些事情,如果我可以

假装理解量子物理学,

你也可以,

所以现在当我们做研究时,我们不会

实际上,不要把笔记本放在石头上

,只是看看路过的世界

我们有不同的方法,我们尝试

在我们的实验室中实现所有东西,

或者实际上更懒惰的方法

我们尝试在我们的小计算机中实现所有东西

,这是 我们目前陷入困境

,因为我们想要的计算

即使在经典的超级计算机中也无法在我们的经典计算机中进行

所以现在计算机的概念是什么

让我们从

任何计算机开始我们需要的非常基本的东西 要做的就是在我们计算机

的系统中编码信息,

我们称这个系统

有点科学,有点科学,

有点是二进制系统,但它只是一个

技术世界的词,

说我 一个可以处于两种

不同状态的系统

通常我们将其称为零或

一实际上这只是一个小

晶体管,我们只是

施加电压或根本不施加电压,这

几乎是我们的一或零,

但现在什么 当量子

力学想要像

在普通计算机中模拟

一样时发生

复杂

但我认为最重要的有两个,

其中一个是量子

叠加,这意味着量子

粒子不处于定义状态,但

它可以处于两个不同状态的叠加

,另一方面存在

量子不确定性

这意味着

在我们测量它之前我们不知道粒子的状态

所以好吧让我们试着举一个有点像

手波的例子,看看我们是否都认为

想象一下,我要扔一枚硬币,它

仍然在空中,直到我们到达

示例,所以基本上我们让硬币

翻转

,当它在空中时

,状态可能介于正面

和反面之间,所以我们可以 说它

是正面和反面的叠加

,同时

当它在空中时,

我们不

知道状态是什么

但是当我们

接住硬币时,我们有点像进行

测量,我们正在观察

和 我们正在破坏系统,

同时我们也在定义

硬币的状态,因为它

不再处于叠加状态,但

它将为零

或一,即相同的正面和反面,

所以现在我已经说过 普通计算机我们

只有一个位可以是零或

一,但如果我们有一台量子

计算机,我们就会有一些我们

称之为量子位的东西,或者在这种情况下与量子位相同的是

它不仅是 0 或 1,而是

它 同时在 0 和 1

中,

所以现在让我们想象一下 w e 有 20 个

粒子 20 是一个非常小的数字

,如果你愿意,每个人都可以想象一个盒子里有 20 个粒子

,现在这似乎很容易,

但是如果每个

粒子都可以处于

两种不同状态的叠加状态会发生什么,

现在你说好吧,它是 20

两种不同的状态不会那么

糟糕,

但实际上如果你想考虑

整个系统

,如果你想考虑每一个

可能的组合,

你最终会得到超过一

百万个组合,

而这正是量子

计算机真正有益的地方,并且可以

提高计算能力,因为我们的

量子比特可以自然地处于

叠加态,这意味着

它们可以自然地同时考虑所有

可能的组合,

所以现在假设我已经说服你并

发现量子计算机很棒,但

我们如何实际构建它们

所以有很多不同的方式来

构建量子计算机

,基本上主要的区别

是我们编码

信息的系统

所以我们可以使用光子 我们可以使用原子

我们可以使用超导电路

唯一重要的是所有

这些系统都可以

处于两种不同状态的叠加状态 零和一个

在我的情况下我使用光子

我喜欢它们的特性它们是 华丽,

但它们也很痛苦,使用

尽可能多的光子,就像我们从太阳获得的

一样多的光子,或者我们可以在激光系统中创造的尽可能多的光子,

这些小混蛋总是喜欢彼此聚

在一起,

所以实际上每次只得到一个光子

时间

是我们在光子量子

计算中面临的主要挑战之一

信不信由

你 正如我所说的那样,

另一个系统将是原子,它们有

自己的优势,但

在原子的情况下它们也有自己的劣势,

它们真的

被周围的一切分散了注意力 ke

周围所有领域的所有事物相互作用,因此在超导电路的情况

下很难将它们隔离

起来,

它们也有自己的优势,但

它们也喜欢非常冷,

当我说非常冷时,我说的是

冷 比外太空,所以这

在实验室中肯定是一个很大的挑战,

所以我想说的是所有

系统都有其优点和

缺点,

所以基本上不清楚

谁将赢得这场量子计算竞赛,

但当然就像在 任何其他

比赛,我们需要定义我们的

标准,你将如何定义谁

是赢家,

所以在量子计算中,我们谈论

所谓的量子

霸权

,我想我将如何解释

量子霸权,我想我只是

将向他们展示维基百科所说的,

因为这就是我们所有人所做的,不是吗?

所以这就是

维基百科在量子计算中所说的

量子霸权是证明的目标

g 可编程

量子设备可以解决

任何经典计算机

都无法在任何可行的时间内解决的问题

,有趣的部分出现在一个小

括号中,它紧随其后,它的

读取与问题的有用性

无关,所以实际上这可能不是 对你来说有任何意义

,但它完全有道理,因为

现在建造的每一台量子

计算机都是为了特定

目的而建造的,其特定目的是

解决一个且只有一个问题,所以

基本上公司和

研究机构只是

在寻找那些 他们的

量子计算机擅长

然后

他们将

量子计算机的性能与经典

计算机进行比较,所以每当量子计算机

比经典计算机快得离谱时

,我们在 2019 年谈论量子

霸权

,谷歌展示了第一

台基于

超导电路的量子计算机和 他们达到

了 53 肘

,他们声称用智慧解决了一个问题

hin 200 秒,而经典

对应物需要 10

000 年,

所以一年后 ibm 实际上

声称这可以在 2.5 天内解决,

但这不是我谈话的重点,

也没有公司付钱给

我宣传他们的产品 所以

我就把它

留在那里第二台也是最新的量子计算机

是今年中国科学技术大学提出的

,这是基于光子,他们达到

了 76 肘,

他们展示了他们可以计算一个

200 秒内解决问题,

而经典计算机

需要 25

亿年,

所以现在如果我们真的看看他们

正在解决什么

而不冒犯这里的任何人,

这有点没用,

但不要误会我的意思,这就是

我们所做的基础研究 向前迈出一小步

,看起来我们并没有取得

任何进展,但向前迈出的这一步

对于最终到达终点非常重要,

这就是研究 大约所以我们

不应该关注

这个确切步骤的适用性,而是

像这会把我们带到哪里,

因为我很

确定第一辆汽车比自行车慢,

而现在我们的高档

汽车可以跑得更快 比

他们被允许的,

所以

当我谈论

像量子计算机这样的影响时,这是

什么,我在说什么,我在

说什么,我不知道,也许

当我们在中间时,netflix 不会卡住

电影或火种

寻找比赛

或最终理解

航班价格背后的逻辑方面变得更有效率,

不幸的是,这不是量子

计算机将帮助我们解决的问题,

但它们正在做一些非常

重要的事情 帮助

我们,这是组合学,

之前我说过因为量子

粒子我们的量子比特可以自然地

处于叠加态,所以它们非常

擅长同时查看不同的

组合,

所以没有 w 想象你有一堆

碎片

,他们告诉你你可以

用任何你想要的方式把它们放在一起,这

正是化学和生物

工程的意义,它们实际上有

一堆原子,整个元素周期表

,他们可以把它们放在一起 无论如何,

他们希望获得具有他们正在寻找的特性的药物,

所以现在如果你想象一下你可以将原子放在一起的数十亿

和数万亿种方式,

这正是

我们的经典计算机崩溃的地方,

这正是

当我们

真正考虑不同的选择

时,另一个非常重要的一点是,当我们必须做出

同时考虑许多参数的决策时,量子计算机将真正提高计算能力,

这样你就可以同时拥有许多组合

,这

正是 人工智能是关于

我们人类有时非常善于考虑

我们行为的后果,

但基本上当我们想要制造我们的

机器人时

不知何故,我们的机器更智能了,我们只是希望它们

能够以不同的选项查看不同的参数,

并为我们提供最好

的参数,因为它们已经完成了

所有这些,

所以希望我已经让你相信

量子计算是惊人的,我们

应该完全 去做

吧,问题是什么时候会

发生,

所以不幸的是

我不知道

,这不是因为我

在大学里没有注意,

而是因为没有人知道

这可能是十年,二十年,半个世纪

,老实说,你的猜测是 和我的一样好,

但有一点我知道

,那就是它会发生,

因为理论上我们知道如何建造一台

量子

计算机,问题是我们的技术是

经典的,它非常大,非常粗糙

,基本上我们必须适应我们所有的

机械我们所有的技术

能够处理这些小量子

粒子,

所以基本上可以说这只是

一个工程问题

谢谢