The Scientific Pursuit of Doing the Right Things

we assume to know what the right thing

to do is

but sometimes people do things that end

up being really really bad

they take actions they regret till the

end of their lives

i’m actually a huge fan of denurven’s

ted talk inside the mind of a massive

procrastinator

it’s probably my most watched youtube

video out of many reasons

in this ted talk he mentioned the

concept of a live calendar

and i quote that’s one box for every

week in the month of your life

and that’s not that many boxes

this calendar has been haunting me since

then i’m

terrified of feeling regret when i’m at

the last week of my own calendar

what are the right things to do to avoid

this

throughout the last decade while

studying and practicing physics

i started to see a pattern it’s just a

hypothesis

but it explains plenty of cases why

people are successful

my idea is that scientific thinking

leads to doing the right things

let me quickly walk you through the

concept of scientific thinking

everything starts with seeing and i

don’t mean

literally it’s more observing the active

acquisition of information from your

environment

like reading the newspaper talking to a

person

conducting an experiment and so on after

seeing

comes explaining trying to find answers

to

why you see what you see these two steps

are done by pretty much everybody we see

things and most of the time we have some

explanation to it

now comes the part that distinguishes

modern science from

others it’s testing and at its core

you have to predict additional

observations you would make

if your explanation was right and then

go make

those observations if your prediction is

right

hooray your theory just got stronger and

if your prediction is wrong

i’m sorry you have to ditch your theory

and start again

this is pretty much scientific thinking

i like to call it the golden triangle

countless scientists and philosophers

has refined

this theory throughout the last

millennium running through this process

once

can be as short as a few seconds of

parts in your mind

up to centuries of work divided over

multiple generations of commitment

and you will discover by time that the

more you iterate over this triangle

the deeper your knowledge gets above

all this golden triangle is extremely

powerful with

any kind of topics even beyond science

for example in which universe is that

person more popular than i

am why does that guy get better grades

even though he hardly studies at all

what is the meaning of life it is

cereal soup

[Music]

i have found out that continuously

practicing this golden triangle

is the best preparation for doing the

right things

everyone does that consciously or

unconsciously but the inspired people

they are aware of taking advantage of

scientific thinking they know the

importance of applying these rules and

they know how to use it as a source

to motivate their actions scientific

thinking leads to doing the right things

now let me give you an example imagine

you discovered

something important that nobody would

believe

even worse your discovery might get you

into serious trouble

and that’s what happened with nicolas

copernicus 15 14.

back then during the renaissance

understanding the march of the stars was

one of the hottest research topics in

europe

and there virtually everybody believed

that the earth was in the center of the

universe and all the stars revolved

around it

copernicus saw like everyone else that

the standard objects moved from one side

to the other side every single day he

learned in school from the explanation

that this is

due to the so-called geocentric system

in order to test it he calculated the

exact trajectories on how the stars

would move

pointed up his telescope towards the sky

and bam

the geocentric boat we did not agree

with this experiment

the outcome we all know is the dawn of

the scientific revolution

without it the law of gravity could have

never been discovered

and the industrial revolutions might

have never taken place

the root cause of copernicus action is

that he believes that not

only himself but the society as a whole

should follow the principles of science

scientific thinking

leads to doing the right thing let me

give you a more

recent case sir is my go-to example

to a facility which is nowadays running

and enthusiastically following the

principles of science

as the largest particle physics

laboratory in the world

it has 23 member states and over 12 000

participating scientists

the core facility as serm is the

particle accelerator called the large

headroom collider

it is a 27 kilometer underground ring

located 100 meters

below the swiss french border near

geneva

and it is the most powerful as separator

ever built

and it is designed to collide protons

together up to 40 million times each

second

these collisions take place at four

points around the ring and at each

collision points is a large

particle detector each detector is built

and operated by different

international collaborations cms and

atlas are two different general purpose

detectors designed to observe any kind

of physics

that nature might manifest cms stands

for

compact neon solenoid it gets its name

from the fact that it’s 50 meters high

21 meters long and it is really compact

for all the material it contains

and it is designed to detect particles

known as neons very accurately

it has also the most powerful solenoid

magnet ever made

this detector weighs about 14 000 tons

and has around 75 million individual

channels for detecting

and identifying all sorts of particles

now while i was speaking you might have

realized that particle physicists

love to use fancy words like the large

hadron collider

or compact neon solenoid and if you are

worried of not

understanding all the words i said

they’re worried not

even seasoned bbc journalists can become

victims of service terminologies

when they have to report the 2013

headroom collider restart

that actually really showed up in the

television

certs continuous practice of the golden

triangle

has inspired not only the discovery of

the higgs boson that gathered a nobel

prize in 2013

and the invention of the world wide web

but it has been a factory for numerous

scientific discoveries

and industrial revolutions i myself

am part of a team testing a theory that

predicts a new particle which we call

the heavy neutral laptop

this particle explains plenty of

questions

that looms over the greatest thinkers we

have today in the world

it answers questions like what dartmouth

is made of

and other interesting things like

why is the neutrino mass so small or why

do we have so much more matter than

antimatter in the universe

my role here is to see if cern can

produce

this dark matter particle during the

proton conditions or not

the core challenge here is to go through

the entire detector recordings

and observe at every single collision

whether this documentary particle has

been produced or not

and this can be particularly difficult

if we cannot detect the dark matter

particle directly

but can only observe how it interacts

with those the detector can

record under this circumstance

we were inspired to come up with new

static

statistical methods and is based on

advances in modern machine learning

algorithms

that are very similar to those applied

in applications

that can interpret photos like this one

which can distinguish

chihuahuas from blueberry muffins

since detector recordings are

mathematically very similar

to photography digital photographies

we ended up training an artificial

neural network that helps us to identify

the collisions where we have a new

particle or not

the result of inner analysis tells us

with which certainty we have found this

kind of new particle

with which certainty we have found that

kind of new particles since there are

different kinds of particles we can find

and with which certainty we have found

nothing which is also a very valuable

piece of information

now after carefully analyzing the data

for many years

with countless all-nighters and problems

to overcome

i’m actually very proud to stand in

front of you today to announce

that last week friday almost at midnight

we finally managed to

still not have on this particular

we might end up really not finding it

but don’t you see it is too important

not to try it

overall we managed to apply surgically

artificial intelligence to some of our

problems it is also helping some of

other scientists too it is not by far

not as great as leading the scientific

revolution

or inventing the world wide web but

continuously practicing the golden

triangle has given

me the reassuring feeling of being proud

of what i’ve done

and not regretting the sacrifices i had

to make

it’s worked out pretty well so far for

me scientific thinking leads to doing

the right things

let me give you one more example and

this time it is a failure

in scientific thinking that animal

has caused so much trouble in australia

it is called the sugar cane toad and

everything started

at the 1930s

back then sugarcane growers in

queensland were very concerned

of crop damage due to beetles the

australian government

of agriculture looked into possible

solutions

based on reports from successfully

introducing beetle eating cane tools and

hawaii sugarcane fields

the australian government has decided to

import

the toads and that was a catastrophic

decision the toads ultimately failed to

feed on the beatles and instead they

became a massive pest

just over 100 were introduced and there

are now hundreds of millions

native predators that feast on those

toads rarely survived the meal

and australia’s ecosystem was on the

verge of collapse because of this

now i have no doubt that those involved

believed that they were doing the right

things

they saw that the toad method worked in

the hawaii and they believed that

everything would also work

in australia but instead of extensively

testing this idea they took the shortcut

and implemented an untested hypothesis

just a simple but well thought

experiment might be enough to prove that

idea wrong

okay no matter whether it was

overconfidence

or industrial pressure what i want to

stress here is

how hard it is to really know something

how careful we ought to be

with checking our experiments how easy

it is to make mistakes and fool

ourselves

it is so easy to practice the golden

triangle but it is insanely hard

to practice it right but if we try

we will ultimately be rewarded with deep

long-lasting knowledge scientific

thinking

leads to doing the right things

[Music]

there’s actually one more problem to

solve this whole concept

is not consistent yet

how can i avoid sugarcane toad disaster

happening with me

when i practice this golden triangle

when do i know that the scientific

thinking i did was

enough or not and i think the solution

is the intuition

listen to your intuition use your gut

feelings it

appears to me like that our intuition is

like a little scientifically thinking

man

sitting in the unconscious part in our

brain far cleverer than our rational

selves

constantly generating wisdom while we

live alone

and once in a while this little man

comes out of his house gives us an

advice

without explanation okay this explains

at least

why some experienced professionals can

develop astounding intuitions of their

skills

and we can also nourish our own

intuition

by putting ourselves deliberately in

specific sceneries

and meditate over the memories once we

have them

do you want to have a better intuition

for culture and language

go travel you want a better intuition

for physics so some physics exercises

you want to be a funnier person

go watch some comedies and practice

telling some jokes

now you can argue if i want to practice

this rational golden triangle

how can i include intuition in such a

process

we are actually already doing it when we

see

things our intuition tells us what

catches our attention

and what we doubt and immediately want

to investigate

and when we explain things our intuition

provides us with a first

guess which we can iterate on rationally

and if we want to test our explanation

the intuition gives us ideas how to test

the hypothesis and whether the testing

we did

was sufficient or not scientific

thinking

leads to doing the right things but

really respect your intuition

for it is an integral part of the whole

process

but also beware of the dangers of

blindly following the intuition and over

trusting it

for the intuition also has its limits it

is only as good as the number and

quality of experiences we had in our

lives

many bankers have ruined their careers

and

even their lives are intuitively betting

on the wrong stocks

i think we should let the intuition be a

loyal consultant to us

but not let it completely and

unsupervised take over the whole wheel

now like many of the young audience here

today

i’m still in the process of finding the

right things i want to do in my life

i’ve certainly not experienced enough

to tell you how to forge a perfect life

but when i

look at other people doing good or

terrible things

i start to realize more and more that

this rule

has something to it scientific thinking

leads to doing the right thing

this is my take home message for you

today and i believe that if more people

practice the golden triangle if more

people believed

and they evaluated and doubted

their worldviews before they start to

make them their own

[Music]

the world would then become a better

place thank you

you

我们假设知道什么是正确的

做法,

但有时人们做的事情最终会

变得非常糟糕,

他们会做出让他们后悔到

生命尽头

的行为 巨大的

拖延者

这可能是我在这个 ted 演讲中观看次数最多的 youtube

视频,

他提到

了实时日历的概念

,我引用这

是你生命中的一个月中每周的一个盒子,

而这个日历的盒子并不多

从那以后一直困扰着我

当我在

自己日历的最后一周时,我害怕感到后悔

在过去十年中,为了避免这种情况,在

学习和练习物理的过程中,应该做些什么来避免这种情况,

我开始看到一种模式 一个

假设,

但它解释了很多案例为什么

人们会成功

我的想法是科学思维

会导致做正确的事情

让我快速带你

了解科学思维的

概念 rything 从看到开始,我的

意思不是

字面意思,它更多的是观察

从您的环境中主动获取信息,

例如阅读报纸与进行实验的人交谈等

看到这两个步骤

几乎由我们看到的每个人完成

,大多数时候我们对它有一些

解释

现在是

现代科学与

它正在测试的其他科学区别的部分,在其核心

你必须预测如果

你会做出额外的观察

如果你的预测是

正确的,

你的

解释是正确的,然后

去进行观察 无数科学家和哲学家的金三角

在过去的一

千年中完善了这一理论 虽然这个过程

曾经

可以短至您脑海中的几秒钟的

部分,

长达数百年的工作分摊到

多代承诺中

,但您会随着时间的推移发现,

您在这个三角形上迭代

的次数越多,您的知识就越深入。

金三角

对于

任何类型的主题都非常强大,甚至超出了科学范围

,例如在哪个宇宙中那

个人比我更受欢迎

为什么那个人即使几乎不学也能取得更好的成绩

生命的意义是什么

麦片汤

[音乐]

我发现不断

练习这个金三角

是做正确事情的最佳准备,

每个人都有意识或

无意识地做正确的事情,但他们意识到的受启发的人

利用

科学思维,他们知道

应用这些规则的重要性和

他们知道如何将其用作

激励他们行动的源泉 科学

思维导致现在做正确的

事情 让我给你举个例子,假设

你发现了

一些重要的东西,没有人会

相信

更糟糕的是,你的发现可能会让你

陷入严重的麻烦

,这就是发生在尼古拉斯哥白尼身上的事情

15

  1. 那时在文艺复兴时期

,星星的行进是

其中之一 欧洲最热门的研究课题

,几乎每个人都

相信地球在宇宙的中心

,所有的星星都

围绕着它

学校从解释

说这是

由于所谓的地心

系统为了测试它他计算

了恒星如何移动的确切轨迹

他的望远镜指向天空

撞击地心船我们不

同意这个实验

我们都知道的结果是科学革命的曙光

没有它万有引力定律

永远不会 被发现

了,工业革命

可能永远不会发生

哥白尼行动的根本原因

是他认为

不仅他自己而且整个社会都

应该遵循科学的原则

科学思维

导致做正确的事情让我

给你一个

最近的案例先生是我

对一个设施的首选示例,该设施现在正在运行

并热情地

遵循科学原理,

作为世界上最大的粒子物理

实验室,

它有 23 个成员国和超过 12,000 名

参与的科学家

,作为 serm 的核心设施是

粒子加速器被称为大型

净空对撞机

它是一个 27 公里的地下环,

位于日内瓦

附近的瑞士法国边境下方 100 米处

,它是迄今为止建造的最强大的分离器

,它旨在将质子碰撞

在一起高达每秒 4000 万次

这些碰撞发生在

环周围的四个点上,每个

碰撞点都有一个大 e

粒子探测器 每个探测器

均由不同的

国际合作机构制造和运营 cms 和

atlas 是两种不同的通用

探测器,旨在观察

自然界可能出现的任何类型的物理现象 cms 代表

紧凑型氖螺线管,它的名字

来源于它的 50 米长 高

21 米长,

它包含的所有材料都非常紧凑

,它旨在

非常准确地检测被称为氖的粒子

它还具有有史以来最强大的螺线管

磁铁

这个探测器重约 14 000 吨

,约有 7500 万个人

现在,当我说话时,你可能已经

意识到粒子物理学家

喜欢使用花哨的词,比如大型

强子对撞机

或紧凑型氖螺线管,如果你

担心不

理解我所说的所有词,那么你可能已经意识到了检测和识别各种粒子的渠道。

再担心

即使是经验丰富的 BBC 记者也不会

成为服务术语的

受害者 n 他们必须报告 2013 年

净空对撞机重启

,这实际上出现在

电视

证书中

但它一直是无数

科学发现

和工业革命的工厂 我自己

是一个团队的一员,测试一个

预测一种新粒子的理论,我们

称之为重型中性笔记本电脑

这个粒子解释了许多

困扰我们今天最伟大的思想家的问题

在世界上,

它回答了诸如达特茅斯是由什么构成的问题

以及其他有趣的问题,例如

为什么中微子质量如此之小,或者

为什么我们在宇宙中拥有的物质比

反物质

多得多

质子条件下的物质粒子与否

这里的核心挑战是

通过整个探测器记录

并观察 无论这个记录粒子是否已经产生,在每一次碰撞中都提供服务,

如果我们不能直接探测到暗物质

粒子,

而只能观察它如何

与探测器

在这种情况下

可以记录的粒子相互作用,这可能会特别困难。 采用新的

静态

统计方法,并基于

现代机器学习算法的进步,

这些算法与应用程序中应用的算法非常相似

,可以解释像这样的照片

我们最终训练了一个人工

神经网络,它可以帮助我们识别

是否有新粒子的碰撞

内部分析的结果告诉我们

,我们以何种确定性找到了

这种新粒子

,我们以何种确定性找到了

这种粒子 新粒子,因为有

不同的 k 我们可以找到的粒子数量

,并且确定我们

什么也没

找到

今天在你面前宣布

,上周星期五几乎午夜,

我们终于设法

仍然没有这个特别的,

我们最终可能真的找不到它,

但你不明白

不去尝试它太重要了,

我们设法申请了 外科

人工智能解决了我们的一些

问题 它也帮助了

其他一些科学家 它远

没有领导科学

革命

或发明万维网那么伟大,但

不断练习金

三角给了

我一种令人安心的感觉

为我所做的感到自豪,

并且不后悔为此做出的牺牲

,到目前为止对我来说效果很好,

科学思维导致

了 正确的事情

让我再举一个例子,

这次

是科学思维的失败,动物

在澳大利亚造成了如此多的麻烦,

它被称为甘蔗蟾蜍,

一切都

始于 1930 年代,

当时

昆士兰的甘蔗种植者非常关注

由甲虫造成的作物损害

澳大利亚

农业政府

根据成功

引入甲虫吃甘蔗工具和

夏威夷甘蔗田

的报告研究了可能的解决方案澳大利亚政府决定

进口蟾蜍,这是一个灾难性的

决定,蟾蜍最终未能

喂养 在披头士乐队中,它们

变成了一种巨大的害虫,

仅引入了 100 多只,

现在有数亿

本地掠食者以这些

蟾蜍为食,很少在这顿饭中幸存下来,因此

,澳大利亚的生态系统正

处于崩溃的边缘,

我现在毫不怀疑 相关人员

相信他们在做正确的

事情 看到蟾蜍方法

在夏威夷奏效,他们相信

一切在澳大利亚也能奏效

,但他们没有广泛

测试这个想法,而是走捷径

并实施了一个未经检验的

假设,一个简单但经过深思熟虑的

实验可能足以证明这个

想法是错误的

好吧,不管是

过度自信

还是工业压力,我

在这里要强调的

是,真正了解一些事情是多么困难,

我们应该多么小心

地检查我们的实验是

多么容易犯错误和

自欺欺人是多么容易 练习金

三角,但要正确练习非常困难

,但如果我们尝试,

我们最终将获得深刻

而持久的知识,科学

思维

导致做正确的事情

[音乐]

实际上还有一个问题要

解决整个概念

是 还不一致

当我练习这个金三角

时,如何避免甘蔗蟾蜍灾难发生在我身上我什么时候知道 我所做的科学

思维

是否足够,我认为解决方案

是直觉

倾听你的直觉 使用你的直觉

在我看来,我们的直觉

就像一个科学思维的小人,

坐在我们大脑的无意识部分

比我们理性的自己更聪明,

当我们

独自生活时

,不断地产生智慧,偶尔这个小

男人从他的房子里出来,给我们一个

没有解释的建议,好吧,这

至少解释了

为什么一些有经验的专业人士可以

对他们的技能产生惊人的直觉

,我们可以 也可以

通过刻意将自己置于

特定的场景中来滋养我们自己的直觉,

并在我们拥有它们后沉思这些记忆

你想

对文化和语言

有更好的直觉吗 去旅行 你想要对物理有更好的直觉

所以你想做一些物理练习

一个更有趣的人

去看一些喜剧并练习

讲一些笑话

现在你可以争辩我 我想练习

这个理性的金三角

我怎么能在这样的过程中包含直觉

当我们看到

事物时,我们的直觉告诉我们什么

引起了我们的注意

,我们怀疑什么并立即

想要调查

,当我们解释事情时,我们的直觉告诉我们什么 直觉

为我们提供了第一个

猜测,我们可以对其进行理性迭代

,如果我们想检验我们的

解释,直觉会给我们提供如何

检验假设的想法,以及我们所做的检验

是否足够科学

思维

导致做正确的事情,但是

真正尊重你的直觉,

因为它是整个过程的一个组成部分,

但也要提防

盲目跟随直觉和过度相信直觉的危险,

因为直觉也有其局限性,它

我们所拥有的经验的数量和质量一样好 在我们的

生活中,

许多银行家毁掉了他们的职业生涯

甚至他们的生活都直觉地

押错了股票,

我认为我们应该 让直觉成为

我们的忠实顾问,

但不要让它

像今天在这里的许多年轻观众一样完全和不受监督地接管整个轮子,

我仍在寻找

我想要在我的生活中做的正确事情

我当然没有足够的经验

来告诉你如何打造完美的生活,

但是当我

看到其他人做的好事或

坏事时,

我开始越来越意识到

这条规则

有一些东西科学思维

会导致做正确的事情

这是我今天给你的带回家的信息

,我相信如果更多的人

练习金三角,如果更多的

人相信

并且

他们在开始

制作自己的

[音乐]之前评估和怀疑他们的世界观,

那么世界将会变得更

美好 谢谢你