The Future of Decision Making

[Applause]

i made

a decision today a decision to speak at

tedx

everyone makes thousands of decisions

every day

they might be as insignificant as

deciding which pair of socks one is

going to wear

or have a little more importance such as

deciding a career path

but the fact is that decisions are

everywhere

they’re ubiquitous and nowadays

we’re relying more and more on

technologies to help us make these

decisions

for us for example we want to go to

frankfurt city

instead of opening up a map looking at

the different ways to get there

and then deciding upon the fastest route

we just type in the destination on

google maps

and let google maps make that decision

for us

my name is shira rastogy and today i’m

going to be talking about the future

of decision making more specifically

how ai will help us and influence

our decision making in our day-to-day

lives

so i’m going to outline what a world

would look like where ai has taken over

our decision making

and then leave it up to you the audience

to decide whether you would like to

adopt this society

or not but before i get started

i feel like it is really important for

me to define what decision making even

is

decision making is the cognitive process

resulting in the selection of a belief

or course of idea and

the decisions i make might be completely

different from the decisions you make

because decisions are heavily dependent

on the decision makers

knowledge beliefs ideas

one can say that you are who you

are based on the decisions you have made

so they’re kind of a big deal but

they’re not that easy to make now are

there

because there are so many people out

there that are trying to manipulate

our decision making they’re gaining

so large financial incentives out of

this

let’s say you’re outside a supermarket

you see a poster which says by

product a product day is amazing it’s

cheap awesome then when you walk inside

the store

you’re bombarded with all these

different possibilities all these

different

products but you still remember what you

have read from that poster

about how great product a is and what do

you do

you buy product a company a

has successfully manipulated your

decision making skills

well this is only a small example let’s

think big

let’s think politics politicians

are trying to manipulate our decisions

so that when we walk inside the voting

ballot

we vote for them so yeah decision making

is

difficult as well who here is satisfied

with all of the decisions they have made

anyone see any hands well i aspire to be

like you

but for the rest of us we’re not so

great at making decisions now are we

because there are seven steps to

effective decision making

the first one is to identify the

decision

second one is to gather information

identify alternatives weigh the evidence

choose among alternatives and take

action

us humans generally we’re great at steps

one to six

we can take the action but when it comes

upon

reviewing and reflecting upon our

decisions

we often find that the decisions we have

made in the past

are not so great

and that is okay because each day we are

armed with so many new facts

so many new experiences that our

decision making is bound to get better

every day

and i’m pretty sure most of you guys

have heard about this before

but why is there so much regret in

society

why you see psychologists have gone so

far

as to even coin a fancier word

or regret namely post-decision-making

dissonance

why is there so much

post-decision-making dissonance

why can’t so many people relate with

this quote

well to name a couple of reasons why us

humans

we’re irrational right we make decisions

with our heart

and not our brains sometimes we look at

the short-term

benefits and we don’t look at the

long-term benefits

sometimes we just have so much

information bombarded at us

nowadays this has become even more

complex since we have so much

informations

right in our pockets and you might ask

well information is good for decision

making right

well yes it is but now you see our brain

isn’t

programmed to process so much

information on a daily basis

and also as i mentioned before there are

people out there that are trying to

manipulate

our decision making so when we read

something on the internet

let’s say a blog about how great product

a

is does the blogger genuinely think

product a is good

or is company a paying the blogger

so that the blogger could write great

stuff about product a

we don’t know and no wonder

there is so much regret no wonder we are

confused

we are frustrated nowadays because of

all this misinformation floating around

i can’t blame you i’m not great at

decision making myself

but naturally us humans we have created

a demand a demand for a product that can

help us

may help us in our decision-making

process

and as my economics teacher likes to say

when there’s a demand

a supply is quick to follow well

except in the case of the coronavirus

vaccine but that is a different ted talk

now is it

[Music]

so as i speak today

neuroscientists are developing a kind of

decision-making

machine a machine which can make

decisions

even better than the human you might ask

how does that even work whenever

when most of us think of our brain they

think of this

mystical ball of magic but what they

don’t see

is that that our brain works just like a

machine

through our brain through biochemical

algorithms

and information knowledge is stored

inside these little

synaptic weights and the second

neuroscientists figure out a way to

convert these biochemical algorithms

into numerical algorithms they have

essentially

captured all the great things our brain

can do in a usb stick

a program called the brain

but it would just be better because it

would also have access to all of this

information

it would be able to filter out all the

fake information from the real one

who wouldn’t want that now

but some of you guys might still not be

convinced

you might say well humans have this

thing

an intuition and this cannot be

replicated

by any program

well as professor brian d ripley

asserted

human intuition is the consequence of

trial and error

so when you might have this gut feeling

about something

it is usually based on some past

experience of yours

and if the brain would have all the

experiences of a human stored

then it would logically also have a

human intuition

just like us so this

machine could make better decisions

than us and if someone came up to your

door

and said look here is a usb stick i know

you’re not great at making decisions

but this usb stick can answer all of

your doubts clear all of your

uncertainties

would you buy it i mean i would because

i’m really not that great at making

decisions

but what would happen if these decision

makers

actually took over our society

what if these decision makers were would

be launched inside

the market will this be our future

who would be entitled to rational

decisions

would only the rich be entitled to these

decision-making devices

what would happen to democracy

you see the mastermind behind this

decision maker

could manipulate us in one second

because we would all just be so

dependent on this device

our entire socioeconomic infrastructure

is based on the assumption that humans

can make their own decisions

and once that assumption is proven to be

false if we give our decision making

to a program a device then the entire

infrastructure that we’ve built will

just collapse

but obviously these are just

speculations what we can reliably

conclude

is that our brain development will sink

we will obviously make more data-driven

decisions

whether they will be ethical as

something we also do not know

and yeah we will just be very very

reliant on this decision-making device

and you might now ask okay

if let these decision makers take take

over the world right it’s just another

revolution

no it’s not you see this revolution will

be

like no other in the industrial

revolution

machines were able to outdo

humans in physical tasks and yes a lot

of people were jobless

but this then sparked the digital

revolution and look where we are now

you know but now

human capabilities and technological

capabilities are neck to neck

and if these decision makers are

launched inside the market

then technology will overpower

humans it will not only be physically

stronger than us

it will also be smarter than this and

that poses a significant problem for us

right what will there be left for us to

do

we will just be redundant right with

nothing left to do

because we won’t even have time to think

we won’t we won’t even be able to think

because

this decision maker would be making all

our decisions for us

and this sounds pretty scary but this is

not even my main concern

my main concern is that irrationality

leads to innovation sometimes the

mistakes you make

you learn from these mistakes and this

sparks

some great interest this motivates you

to make yourselves better

this these mistakes are what put these

mistakes are the

the ones that push you forward

if steve jobs had a decision maker and

he would have asked

should i launch apple the decision maker

would have said

no the financial risks are too high

and if steve jobs hadn’t taken this

irrational decision

why would i be even up here giving this

ted talk now

irrationality leads to innovation

and now some of you guys might be

completely terrified and honestly i was

as well

but then i realized that there is a way

to stop this

the whole reason why decision makers

would be in the market

is because we have created demand for

them

so the only way to stop societal

destruction the collapse of everything

we’ve built

is to eradicate the demand we have

created

we have to learn to be satisfied with

the decisions we make

we have to learn that the decisions we

make are not set in stone

and we obviously have to assess the

situation we’re in

and analyze information given and yes

this sounds easier said than done but we

have to appreciate

our decision-making gift

you see right now we’re in a society

where we all want to reach the most

idealistic version of ourselves

and what we’re not realizing is that in

order to reach this super idealistic

version of ourselves

we’re ready to give us to give up the

most

important weapon we have the weapon of

decision making

this is what sets us apart from all of

the animals

everyone this is what has brought us so

far

today this is why i’m standing on the

stage

we are ready to become the slaves of the

very thing we have created

technology and for what

so that we can be manipulated easily

or that our brain development will sink

and we will just be redundant creatures

in society

what’s the point we need to learn

to think of decision making as a gift

and not a burden

so when you guys walk out of this great

event today

i would like you to think i would like

you to think about

how you think and appreciate

the gift that has been bestowed upon

humanity

the gift of decision making

and i certainly am super grateful for

speaking here at tedx today and i think

i made the right decision for this

thank you for having me

[掌声]

今天我做了一个决定 决定在

tedx 演讲

每个人每天都会做出数千个决定,

它们可能像

决定穿哪双袜子一样微不足道,

或者更重要一点,例如

决定职业道路,

但 事实是,决策

无处不在,

它们无处不在,如今

我们越来越依赖

技术来帮助我们为我们做出这些

决策

,例如,我们想去

法兰克福市,

而不是打开一张

查看不同方式的地图 到达那里

,然后决定最快的路线,

我们只需在谷歌地图上输入目的地

,让谷歌地图为我们做出决定

我的名字是 shira rastogy,今天

我将更具体地谈论决策的未来

人工智能将如何帮助我们并影响

我们在日常生活中的决策,

所以我将概述一个

人工智能接管我们决策的世界会是什么样子

,然后 让观众

来决定你是否愿意

接受这个社会

,但在我开始之前,

我觉得定义什么决策对我来说真的很重要,

甚至

决策是导致选择的认知过程

我做出的决定可能

与你做出的决定完全不同,

因为决定在很大程度上

取决于决策者的

知识信念想法

一个人可以

根据你做出的决定说你是谁

它们是一件大事,但

它们现在并不容易做到

因为那里有很多人

试图操纵

我们的决策,他们从中获得了

如此大的经济激励

让我们说你 ‘在超市外面,

你会看到一张海报,上面写着

产品日是惊人的,它是

便宜的真棒然后当你

走进商店时,

你会被所有这些不同的东西

轰炸 nt 可能性所有这些

不同的

产品,但你仍然记得你

从那张海报中读到的

关于产品 a 有多棒以及

你买什么产品 a

公司成功地操纵了你的

决策

技能这只是一个小例子让我们

想想

让我们想想政治家们

正试图操纵我们的决定,

这样当我们走进投票

选票时,

我们投票给他们,所以是的,决策

很困难,谁对

他们做出的所有决定感到满意,

任何人都看得清楚我 渴望成为

像你一样的人,

但对于我们其他人来说,

我们现在并不擅长做决定,

因为有效决策有七个步骤

第一个是确定

决定

第二个是收集信息

确定替代方案权衡 证据

在备选方案中进行选择并采取

行动

我们人类一般来说我们擅长

第一步到第六步

我们可以采取行动,但当它来临时

回顾和反思我们的

决定时,

我们经常发现我们过去所做的决定

并不是那么好

,这没关系,因为每天我们都

拥有如此多的新事实,

如此多的新经验,我们的

决策必然会得到 每天都变得更好

,我很确定你们中的大多数人

以前都听说过这件事,

但是为什么社会上有这么多的遗憾

为什么你看到心理学家

甚至创造了一个更花哨的词

或后悔,即决策后

不和谐

为什么有这么

多决策后的不和谐

为什么这么多人不能很好地与这句话联系起来

列举几个原因 为什么我们

人类

我们是非理性的 正确

的 我们用心

而不是大脑做决定 有时我们

只看短期

利益,不看

长期

利益 在我们的口袋里,你可能会问,

信息对决策有好处,

是的,是的,但是现在你看到我们的

大脑没有被

编程为每天处理这么多

信息

,而且正如我之前提到的

那样,那里有人 正试图

操纵

我们的决策,所以当我们

在互联网上读到一些东西时,

让我们说一个关于产品

a

有多棒的博客,博主是否真的认为

产品 a 很好,

或者公司是否向博主付费,

这样博主就可以写出

关于 产品

我们不知道,难怪

有这么多遗憾难怪我们

感到困惑

我们现在很沮丧,因为

所有这些错误信息四处流传

我不能怪你我自己不擅长

做决定,

但自然是我们人类 我们创造

了需求 对可以帮助我们的产品的需求

可能会在我们的决策过程中帮助我们

,正如我的经济学老师喜欢说的那样,

当有需求时,

供应会迅速跟进 好吧,

除了冠状病毒

疫苗,但这是一个不同的 TED 演讲

吗?[音乐] 正如我今天所说,神经科学家正在开发一种决策机器,这种机器可以做出比人类更好的决策 可能会

问,

当我们大多数人想到我们的大脑时,他们会

想到这个

神秘的魔法球,但他们

没有看到

的是,我们的大脑就像一

台机器一样

通过生化算法和信息知识通过我们的大脑工作

存储

在这些小

突触权重中,第二位

神经科学家想出一种

将这些生化算法

转换为数值算法的方法,他们

基本上

捕捉到了我们的大脑

可以在 U 盘中做的所有伟大事情

一个名为大脑的程序,

但它会更好 因为

它还可以访问所有这些

信息,

所以它能够过滤掉

来自真实用户的

所有虚假信息 现在不想这样,

但你们中的一些人可能仍然不

相信

你可能会说人类

有直觉,这是任何程序都无法

复制

的,

正如布赖恩·德里普利教授

断言

人类直觉是

反复试验的结果

因此,当您可能

对某事

有这种直觉时,通常是基于您过去的一些

经验

,如果大脑将

存储人类的所有经验,

那么它在逻辑上也会

像我们一样具有人类直觉,因此这

台机器可以使 比我们更好的决定

,如果有人

上门说看这里是一个 USB 棒,我知道

你不擅长做决定,

但是这个 USB 棒可以回答

你所有的疑问,清除你所有的

不确定性,

你会买吗? 我的意思是我会因为

我真的不擅长做

决定

但是如果这些决策者

真的接管了我们的社会

会发生什么如果这些决策者是

在市场内部不受约束,

这将是我们的未来

谁将有权做出理性

决策 只有富人有权使用这些

决策设备

民主会发生什么

你看到这个决策者背后的策划

可能会在一秒钟内操纵我们,

因为我们会 所有人都非常

依赖这个设备,

我们的整个社会经济基础设施

都基于人类

可以做出自己的决定的

假设,一旦这个假设被证明是

错误的,如果我们把我们的决策

交给一个程序一个设备,那么我们的整个

基础设施 已经建成的

将崩溃,

但显然这些只是

猜测,我们可以可靠地

得出结论,我们的大脑发育

将会下降 非常非常

依赖这个决策设备

,你现在可能会问,

是否让这些决策者采取行动

在世界范围内,这只是另一场

革命,

不,这不是你看到的,这场革命将

与工业

革命中的其他革命不同,

机器能够

在体力任务上超越人类,是的,

很多人失业,

但这引发了数字

革命 你知道我们现在

在哪里,但现在

人类能力和技术

能力并驾齐驱

,如果这些决策者

在市场内推出,

那么技术将压倒

人类,它不仅会

比我们更强壮,

它也会比这个和那个更聪明

对我们来说是一个重大问题

对 我们还有什么要做

因为

这个决策者会为我们做所有

的决定

,这听起来很可怕,但这

甚至不是我主要关心的问题,

我主要关心的是非理性

会导致 o 创新 有时

你犯的错误 你会

从这些错误中吸取教训 这会

激发

一些极大的兴趣 这会激励

你让自己变得更好

这些错误是造成这些

错误的原因

如果史蒂夫·乔布斯有一个决策者和

他 会问

我是否应该推出苹果,决策者

说不 你们中的一些人可能

完全被吓坏了,老实说我也是

但后来我意识到有

办法阻止这种情况

决策者进入市场的全部原因

是因为我们已经为他们创造了需求,

所以唯一的方法就是阻止 社会

破坏 我们建立的一切的崩溃

是为了消除我们创造的需求

我们必须学会对

我们做出的决定感到满意

必须了解我们做出的决定

并不是一成不变的

,我们显然必须评估

我们所处的情况

并分析所提供的信息,是的,

这听起来说起来容易做起来难,但我们

必须感谢

我们的决策天赋,

你看对了 现在我们处于一个

我们都想达到

最理想主义版本的社会中,

而我们没有意识到的是,

为了达到自己的这个超级理想主义

版本,

我们已经准备好让我们放弃最多

重要的武器 我们拥有决策的武器

这就是让我们与所有动物区别开来的原因

这就是让我们

走到

今天这就是为什么我站在舞台上的原因

我们准备好成为人类的

奴隶 我们创造了

技术,为了

什么,我们可以很容易地被操纵,

或者我们的大脑发育会下降

,我们将

成为社会

中的多余生物,我们需要

学习将决策视为一种 礼物,

而不是负担,

所以当你们今天离开这个伟大的

活动时,

我希望你们思考一下,我希望

你们思考和欣赏

赋予

人类

决策的礼物的礼物

,我当然 非常感谢

今天在 tedx 演讲,我认为

我为此做出了正确的决定,

谢谢你邀请我