From mach20 glider to humming bird drone Regina Dugan

you should be nice to nerds in fact I’d

go so far as to say if you don’t already

have a nerd in your life you should get

one I’m just saying

scientists and engineers change the

world

I’d like to tell you about a magical

place called DARPA where scientists and

engineers defy the impossible and refuse

to fear failure now these two ideas are

connected more than you may realize

because when you remove the fear of

failure impossible things suddenly

become possible if you want to know how

ask yourself this question what would

you attempt to do if you knew you could

not fail if you really ask yourself this

question you can’t help but feel

uncomfortable I feel a little

uncomfortable because when you ask it

you begin to understand how the fear of

failure constrains you how it keeps us

from attempting great things and life

gets dull amazing things stop happening

sure good things happen but amazing

things stop happening now I should be

clear I’m not encouraging failure

I’m discouraging fear of failure because

it’s not failure itself that constrains

us the path to truly new never been done

before things always has failure along

the way we’re tested and in part that

testing feels an appropriate part of

achieving something great

Clemenceau said life gets interesting

when we fail because it’s a sign that

we’ve surpassed ourselves in 1895 Lord

Kelvin declared that heavier-than-air

flying machines were impossible in

October of 1903 the prevailing opinion

of expert aerodynamicists was that maybe

in 10 million years we could build an

aircraft that would fly and two months

later on December 17th Orville Wright

powered the first airplane across a

beach in North Carolina the flight

lasted 12 seconds and covered 120 feet

that was 1903 one year later the next

declarations of impossibilities began

Ferdinand Fache a French army general

credited with having one of the most

original and subtle minds in the French

army said airplanes are interesting toys

but of no military value 40 years later

Aero experts coined the term transonic

they debated should it have 1 s or 2 you

see they were having trouble in this

flight regime and it wasn’t at all clear

that we could fly faster than the speed

of sound in 1947 there was no wind

tunnel data beyond Mach 0.85 and yet on

Tuesday October 14th 1947 Chuck Yeager

climbed into the cockpit of his bell x-1

and he flew towards an unknown

possibility and in so doing he became

the first pilot to fly faster the

speed of sound six of eight Atlas

Rockets blew up on the pad after 11

complete mission failures we got our

first images from space and on that

first flight we got more data than in

all YouTube missions combined it took a

lot of failures to get there since we

took to the sky we have wanted to fly

faster and farther and to do so we’ve

had to believe in impossible things and

we’ve had to refuse to fear failure

that’s still true today today we don’t

talk about flying transonic Li or even

supersonic Li we talk about flying

hypersonically not Mach 2 or Mach 3 Mach

20 at Mach 20 we can fly from New York

to Long Beach in 11 minutes and 20

seconds at that speed the surface of the

airfoil is the temperature of molten

steel 3500 degrees Fahrenheit like a

blast furnace we are essentially burning

the airfoil as we fly it and we are

flying it or trying to

darkus hypersonic test vehicle is the

fastest maneuvering aircraft ever built

it’s boosted to near space atop a

Minotaur 4 rocket now the Minotaur 4 has

too much impulse so we have to bleed it

off by flying the rocket at an 89 degree

angle of attack for portions of the

trajectory that’s an unnatural act for a

rocket the third stage has a camera we

call it rocket cam and it’s pointed at

the hypersonic glider this is the actual

rocket cam footage from flight 1 now to

conceal the shape we change the aspect

ratio a little bit but this is what it

looks like from the third stage of the

rocket looking at the unmanned glider as

it heads into the atmosphere back

towards Earth we’ve flown twice in the

first flight no aerodynamic control of

the vehicle but we collected more

hypersonic flight data than in 30 years

of ground-based testing combined and in

the second flight three minutes of fully

controlled aerodynamic flight at Mach 20

we must fly again because amazing never

been done before things require that you

fly you can’t learn to fly at Mach 20

unless you fly and while there’s no

substitute for speed manoeuvrability is

a very close second if a Mach 20 glider

takes 11 minutes and 20 seconds to get

from New York to Long Beach

a hummingbird would take well days you

see hummingbirds are not hypersonic but

they are maneuverable in fact the

hummingbird is the only bird that can

fly backwards it can fly up down

forwards backwards even upside down and

so if we wanted to fly in this room or

places where humans can’t go we’d need

an aircraft small enough and

maneuverable enough to do so this is a

hummingbird drone it can fly in all

directions even backwards it can hover

and rotate this prototype aircraft is

equipped with a video camera it weighs

less than one double a battery it does

not eat nectar in 2008 it flew for a

whopping 20 seconds a year later two

minutes then six eventually 11

many prototypes crashed many but there’s

no way to learn to fly like a

hummingbird unless you fly

it’s beautiful isn’t it Wow Matt is the

first-ever hummingbird pilot

failure is part of creating new and

amazing things we cannot both fear

failure and make amazing new things like

a robot with the stability of a dog on

rough terrain or maybe even ice a robot

that can run like a cheetah or climb

stairs like a human with the occasional

clumsiness of a human or perhaps

spider-man will one day be deco man a

gecko can support its entire body weight

with one toe one square millimeter of a

geckos foot pad has 14,000 hair like

structures called setae they are used to

help it grip to surfaces using

intermolecular forces today we can

manufacture structures that mimic the

hairs of a geckos foot the result a four

by four inch artificial nano gecko

adhesive can support a static load of

660 pounds that’s enough to stick six 42

inch plasma TVs to your wall no nails so

much for velcro right and it’s not just

passive structures its entire machines

this is a spider mite it’s one

millimetre long but it looks like

Godzilla next to these micro machines in

the world of Godzilla spider mites we

can make millions of mirrors each

one-fifth the diameter of a human hair

moving at hundreds of thousands of times

per second to make large screen displays

so that we can watch movies like

Godzilla in high-def and if we can build

machines at that scale

what about ISIL tower like trusses at

the micro scale today we are making

metal

that are lighter than styrofoam so light

they can sit atop a dandelion puffs and

be blown away with a wisp of air so

light that you can make a car that two

people can lift but so strong that it

has the crash worthiness of an SUV from

the smallest wisp of air to the powerful

forces of nature storms there are 44

lightning strikes per second around the

globe each lightning bolt heats the air

to 44 thousand degrees Fahrenheit hotter

than the surface of the Sun what if we

could use these electromagnetic pulses

as beacons beacons in a moving network

of powerful transmitters experiments

suggest that lightning could be the next

GPS electrical pulses form the thoughts

in our brains using a grid the size of

your thumb with 32 electrodes on the

surface of his brain Tim uses his

thoughts to control an advanced

prosthetic arm and his thoughts made him

reach for Katie this is the first time a

human has controlled a robot with

thought alone and it is the first time

that Tim has held Katie’s hand in seven

years that moment mattered to Tim and

Katie and this green goo may someday

matter to you this green goo is perhaps

the vaccine that could save your life

it was made in tobacco plants tobacco

plants can make millions of doses a

vaccine in weeks instead of months and

it might just be the first healthy use

of tobacco ever and if it seems

far-fetched that tobacco plants could

make people healthy what about game

that could solve problems that experts

can’t solve last September the gamers of

Foldit solve the three-dimensional

structure of the retro viral protease

that contributes to AIDS in rhesus

monkeys now understanding this structure

is very important for developing

treatments for 15 years

it was unsolved in the scientific

community the gamers have folded solved

it in 15 days now they were able to do

so by working together they were able to

work together because they’re connected

by the internet and others also

connected to the internet used it as an

instrument of democracy and together

they changed the fate of their nation

the Internet is home to two billion

people or 30% of the world’s population

it allows us to contribute and to be

heard as individuals it allows us to

amplify our voices and our power as a

group but it too had humble beginnings

in 1969 the internet was but a dream a

few sketches on a piece of paper and

then on October 29th the first

packet-switched message was sent from

UCLA to SR I the first two letters of

the word login that’s all that made it

through an L and an O and then a buffer

overflow crashed the system two letters

an L and an O now a worldwide force so

who are these scientists and engineers

at a magical place called DARPA they are

nerds and they are heroes among us they

challenge existing perspectives at the

edges of science and under the most

demanding of conditions they remind us

that we can change the world if we defy

the impossible and we refuse to fear

failure they remind us that we all have

nerd power sometimes we just forget you

see there was a time when you weren’t

afraid of failure when you were a great

artist or a great dancer and you could

sing you’re good at math you could build

things you were an astronaut an

adventurer Jacques Cousteau you could

jump higher run faster kick harder than

anyone you believed in impossible things

and you were fearless

you were totally and completely in touch

with your inner superhero scientists and

engineers can indeed change the world

so can you you were born - so go ahead

ask yourself what would you attempt to

do if you knew you could not fail now I

want to say this is not easy it’s hard

to hold on to this feeling really hard I

guess

in some way I sort of believe it’s

supposed to be hard

doubt and fear always creep in we think

someone else someone smarter than us

someone more capable someone with more

resources will solve that problem but

there isn’t anyone else there’s just you

and if we’re lucky in that moment

someone steps into that doubt and fear

takes a hand and says let me help you

believe Jason harley did that for me

Jason started at DARPA on March 18th

2010 he was with our transportation team

I saw Jason nearly every day

sometimes twice a day and more so than

most

he saw the highs and the lows the

celebrations and the

appointments and on one particularly

dark day for me

Jason sat down and he wrote an email he

was encouraging but firm and when he hit

Send he probably didn’t realize what a

difference it would make it mattered to

me in that moment and still today when I

doubt when I feel afraid when I need to

reconnect with that feeling I remember

his words they were so powerful

because that’s what being a superhero is

over there is only time enough to iron

your cape and back to the skies for you

and remember be nice to nerds

thank you

we’re gonna thank you I have a couple of

questions do ya

so that glider of yours the first one no

control it ended up in the Pacific I

think somewhere it what happened on that

second flight yeah it also went the

Pacific but this time under control yeah

no we didn’t fly it into the Pacific

right no there are multiple portions of

the trajectory that are demanding in

terms of really flying at that speed and

so in the second flight we were able to

get three minutes of fully aerodynamic

control of the vehicle before we lost it

I imagine you’re not planning to open up

to passenger service no it might be a

little warm do you picture what do you

picture that lighter being used for well

our responsibility is to develop the

technology for this how it’s ultimately

used will be determined by the military

now the purpose of the vehicle though

the purpose of the technology is to be

able to reach anywhere in the world

in less than 60 minutes and to carry a

payload of more than a few pounds yeah

like what’s the payload you carry

well I don’t think we ultimately know

what it will be right we got to fly it

first but not necessarily just a camera

yeah no not necessarily just a camera

it’s it’s amazing the bet that they’re

having better yeah I mean I’m curious

you know you started your beautiful

sequence on flight with with a wing kind

of trying to flap its wings and failing

horribly yeah they haven’t been that

many planes built since that flap away

yes yeah why why did we think that this

was the time to go via mimicry and

copier a hummingbird isn’t that a very

expensive solution for a small well

maneuverable flying object so I mean in

part we wondered if it was possible to

do it and you have to revisit these

questions over time the folks at

aerovironment tried 300 or more

different wing designs twelve different

forms of the avionics took them ten

full prototypes to get something that

would actually fly but there’s something

really interesting about a flying

machine that looks like something you’d

recognize so we often talk about stealth

as a means for avoiding any type of

sensing but when things look just

natural

you also don’t see them many stealth

it’s partly the the look it’s just

actually it’s sure

look at that cute hummingbird flying

into my headquarters that’s I think

that’s well as the or and looking at me

I’m sure some people here thinking you

know technology catches up so quick how

long is it before some crazed geek with

a little remote-control flies one

through a wouldn’t over the White House

I mean do you worry about the Pandora’s

Box issue here well look our singular

mission is the creation and prevention

of strategic surprise that’s what we do

it would be inconceivable for us to do

that work if we didn’t make people

excited and uncomfortable with the

things that we do at the same time it’s

just the nature of what we do now our

responsibility is to push that edge and

you know we have to be of course mindful

and responsible of how the technology is

developed and ultimately used but we

can’t simply close our eyes and pretend

that it isn’t advancing its advancing I

mean you’re clearly a really inspiring

leader and you persuade people to go to

these great feats of invention but at a

personal level in a way I can’t imagine

doing your job do you wake up in the

night sometimes just asking questions

about the possibly unintended

consequences of your team’s brilliance

sure I mean I think it would you

couldn’t be human if you didn’t ask

those questions you know how do you

answer well I don’t always have answers

for them right I think that we learn as

time goes on I mean my job is one of the

most exhilarating jobs you could have

I work with some of the most amazing

people and with that exhilaration comes

a really deep sense of responsibility

and so you have on the one hand this

tremendous lift of what’s possible right

and this tremendous seriousness of what

it means we’re gonna that was

jaw-dropping because they say thank you

so much

你应该对书呆子好事实上我

什至会说如果你的生活中还

没有书呆子你应该得到

一个我只是说

科学家和工程师改变了

我想告诉的世界 你讲述了一个

名为 DARPA 的神奇地方,科学家和

工程师在此挑战不可能,

拒绝害怕失败

自己这个问题

如果你知道你不会失败,你会怎么做

如果你真的问自己这个

问题,你会忍不住

感到不舒服

限制你它如何阻止

我们尝试伟大的事情而生活

变得乏味令人惊奇的事情停止发生

肯定好事发生但令人惊奇的

事情现在停止发生我应该

清楚我不鼓励失败

我不鼓励对失败的恐惧,

因为并不是失败本身限制了

我们通往真正新

事物

的道路,因为在我们被测试的过程中总是有失败,并且在某种程度上,

测试感觉是实现伟大成就的适当部分

Clemenceau 说

当我们失败时,生活变得有趣,因为这是

我们在 1895 年超越自我的标志

开尔文勋爵在 1903 年 10 月宣布重于空气的

飞行器是不可能的

建造

一架可以飞行的飞机,两个月

后的 12 月 17 日,Orville Wright

为第一架飞机提供动力,穿过

北卡罗来纳州的一个海滩,飞行

持续了 12 秒,飞行了 120 英尺

,那是一年后的 1903 年。

一位被认为

是法国军队中最具原创性和最敏锐头脑的

将军说,飞机是国际性的 测试玩具

但没有军事价值 40 年后,

航空专家创造了他们争论的跨音速术语,

如果它有 1 秒或 2 秒,你会

发现他们在这种飞行状态下遇到了麻烦,

而且我们完全

不清楚我们可以飞得比

1947 年的音速没有

超过 0.85 马赫的风洞数据,然而在

1947 年 10 月 14 日星期二,查克·耶格尔

爬进了他的贝尔 x-1 的驾驶舱

,他飞向了一个未知的

可能性,因此他

成为第一个飞行员 以音速飞行

8 枚阿特拉斯

火箭中的 6 枚在 11 次

完整的任务失败后在发射台上爆炸 我们

从太空获得了第一张图像,在

第一次飞行中,我们获得的数据比

所有 YouTube 任务的总和还要

多。 到达那里 自从我们

飞上天空以来,我们一直想飞

得更快,更远,为此我们

不得不相信不可能的事情,

我们不得不拒绝害怕失败

,今天仍然如此,今天我们不

谈论 飞翔 g 跨音速 Li 甚至

超音速 Li 我们谈论的是高超音速飞行,

不是 2 马赫或 3 马赫

20 马赫 20 马赫我们可以

在 11 分 20 秒内从纽约飞到长滩,

以这种速度

翼型表面的温度是

钢水 3500 华氏度 像

高炉

一样 我们在飞行时基本上是在燃烧机翼,我们正在

飞行或试图进行

黑暗的高超音速测试飞行器是

有史以来最快的机动飞机

现在被 Minotaur 4 火箭推进到近太空 Minotaur 4 有

太多的冲动,所以我们必须

通过以 89 度的迎角飞行火箭来释放它,这对于火箭

来说是不自然的行为

第三阶段有一个我们

称之为火箭凸轮的相机,它是指向的

在高超音速滑翔机上,这

是飞行 1 的实际火箭摄像机镜头,现在为了

隐藏形状,我们稍微改变了纵横

比,但这就是

第三阶段的样子

火箭观察无人滑翔机,因为

它向大气层返回

地球,我们在第一次飞行中飞行了两次,

没有对飞行器进行空气动力学控制,

但我们收集的高

超音速飞行数据比 30 年

的地面测试加起来还要多

。 第二次飞行 三分钟完全

受控的 20 马赫空气动力学飞行

我们必须再次飞行,因为

在事情需要您飞行之前从未有过惊人的

成就 您无法以 20 马赫的速度学习飞行,

除非您飞行,虽然

速度无可替代,但机动性

是 如果一架 20 马赫的滑翔机

从纽约到长滩需要 11 分 20 秒,那么非常接近第二

个蜂鸟将需要好几天你会

看到蜂鸟不是高超音速的,但

它们是可操纵的,事实上

蜂鸟是唯一可以

向后飞的鸟 它可以向上向下

向前向后甚至颠倒

飞行,所以如果我们想在这个房间或

人类不能去的地方飞行,我们需要

一架小型飞机 嗯,

机动性足以做到这一点 这是一架

蜂鸟无人机 它可以向各个方向飞行,

甚至可以向后飞行 它可以悬停

和旋转 这架原型飞机

配备了摄像机 它的重量

不到两倍的电池

它在 2008 年不吃花蜜

一年后飞行了 20 秒,两

分钟后六分钟,最终 11

架原型机坠毁了很多,但是除非你飞得很漂亮,否则

没有办法学会像

蜂鸟一样飞行

,不是吗哇马特是

有史以来第一个蜂鸟飞行员

失败是 作为创造令人惊奇的新事物的一部分,

我们不能既害怕

失败,又不能制造出令人惊奇的新事物,例如

在崎岖地形上具有狗一样稳定性的机器人,

或者甚至可以冰上一个

可以像猎豹一样奔跑或

偶尔像人类一样爬楼梯的机器人

人类或

蜘蛛侠的笨拙总有一天会成为装饰人

壁虎可以用一个脚趾支撑其整个体重

一平方毫米的

壁虎脚垫有 14,000 根

毛发 被称为刚毛的 ures 被用来

帮助它利用

分子间力抓住表面 今天我们可以

制造模仿

壁虎足部毛发的结构 结果 4

x 4 英寸的人造纳米壁虎

粘合剂可以支撑 660 磅的静态负载,

这足以 将 6 台 42

英寸等离子电视贴在墙上

,魔术贴没有那么多钉子,它不仅仅是

被动结构它的整个机器

这是一个蜘蛛螨,它有 1

毫米长,但

在哥斯拉蜘蛛世界中的这些微型机器旁边看起来就像哥斯拉

螨虫我们

可以制造数百万个镜子,每个镜子

的直径只有人类头发的五分之一,以

每秒数十万次的速度移动,以制作大屏幕显示器,

这样我们就可以观看像

哥斯拉这样的高清电影,如果我们可以制造

机器

ISIL 塔像微型桁架一样

的规模今天我们正在制造

比聚苯乙烯泡沫塑料更轻的金属,

它们可以放在蒲公英泡芙上并

成为 被一缕空气吹走

轻到你可以制造一辆两个

人可以举起的汽车,但又如此坚固,以至于它

具有 SUV 的碰撞价值

从最小的空气到

强大的自然风暴 有 44 次

雷击 每秒在

全球范围内,每个闪电将空气加热

到 44000 华氏度,

比太阳表面还要热 如果我们

可以将这些电磁脉冲

用作信标,在

强大的发射器组成的移动网络中使用信标

会怎样?实验表明,闪电可能是下一个

GPS 电脉冲

在我们的大脑中形成思想,使用一个拇指大小的网格,

在他的大脑表面有 32 个电极,

蒂姆用他的

思想控制一个先进的

假肢,他的思想让他

伸手去拿凯蒂,这是人类第一次

只用思想控制了一个机器人

,这

是蒂姆七年来第一次握住凯蒂的手,

这一刻对蒂姆和凯蒂来说很重要,

而这 绿色粘液可能有一天

对你很重要 这种绿色粘液也许

是可以挽救你生命的疫苗

它是在烟草

植物中制造的

如果

烟草植物可以

使人们健康似乎有些牵强,

那么可以解决专家无法解决的问题

的游戏去年 9 月,Foldit 的游戏玩家

解决了导致艾滋病

的逆转录病毒蛋白酶的三维结构

恒河猴现在了解这种结构

对于 15 年来开发治疗非常重要

它在科学界尚未解决

游戏玩家已经折叠

15 天内解决了它 现在他们能够

通过共同努力做到这一点 他们能够

一起工作,因为他们

通过互联网重新连接,其他也

连接到互联网的人将其用作

民主的工具,

他们共同改变了世界的命运

互联网是 20 亿

人或世界 30% 人口的家园,

它让我们能够以个人的身份做出贡献并让人们

听到它,它让我们能够

扩大我们的声音和我们作为一个群体的力量,

但它在 1969 年也有不起眼的开端

互联网只是一个梦想

,在一张纸上画了几张草图,

然后在 10 月 29 日,第一条

分组交换消息从

UCLA 发送到 SR I 单词 login 的前两个字母就是

通过 L 和 O 然后缓冲区

溢出使系统崩溃 两个

字母 L 和 O 现在是全球力量

所以这些科学家和工程师

在一个名为 DARPA 的神奇地方是谁 他们是

书呆子 他们是我们中间的英雄 他们

挑战

科学边缘的现有观点 在最

苛刻的条件下,他们提醒我们

,如果我们挑战不可能,我们可以改变世界

,我们拒绝害怕

失败,他们提醒我们,我们都有

书呆子的力量,有时我们只是忘记了你

看 曾经有一段时间你不

惧怕失败 当你是一个伟大的

艺术家或舞蹈家 你可以

唱歌 你擅长数学 你可以建造

东西 你是一名宇航员 一个

冒险家 Jacques Cousteau 你可以

跳得更高 跑得更快 比

任何人都踢得更努力 你相信不可能的事情

,你无所畏惧

你完全

和你内心的超级英雄保持联系

如果你知道你现在不会失败 我

想说这不容易

很难保持这种感觉 真的很难 我

在某种程度上我有点相信这

应该是很难的

怀疑和恐惧总是在我们认为

别人 比我们更聪明的

人 更有能力的人 拥有更多

资源的人会解决这个问题,但

没有其他人只有你

,如果我们在那一刻幸运的话,

有人会陷入怀疑和恐惧

牵手说让我帮助你

相信 Jason harley 为我做到了

Jason 于 2010 年 3 月 18 日开始在 DARPA

他和我们的运输团队在一起

我几乎每天都见到 Jason,

有时一天两次,比

大多数

人看到的高潮和

庆祝活动和

约会的低谷,在一个

对我来说特别黑暗的日子里,

杰森坐下来,他写了一封电子邮件,

他鼓励但坚定,当他点击

发送时,他可能没有意识到

这对我来说有多么重要

那一刻和今天,当我

怀疑当我感到害怕时,当我需要

重新与那种感觉联系时,我记得

他的话它们是如此强大,

因为这就是成为超级英雄的意义

,只有时间足够熨烫

你的斗篷,然后回到天空 给你

,记住对书呆子好

谢谢你,

我们会谢谢你我有几个

问题

,你的第一个滑翔机没有

控制它最终在太平洋我

想在某个地方发生了什么 在

第二次飞行中,是的,它也去了

太平洋,但这次在控制之下,是的,

不,我们没有把它飞到太平洋,

对,不

,轨迹的多个部分要求

以这种速度真正飞行,

等等 第二次飞行我们能够

在我们失去它之前对车辆进行三分钟的完全空气动力学控制

我想你不打算

向乘客服务开放不它可能

有点热你想象什么你

想象那个更轻 被很好地使用

我们的责任是为此开发

技术 它的最终

用途将由军方决定

现在车辆的用途 尽管

该技术的目的是

能够在 60 分钟内到达世界任何地方

并且携带

超过几磅的有效载荷是的,

就像你携带的有效载荷是什么

我认为我们最终不

知道它会是正确的,但我们必须先飞行它,

但不一定只是交流

amera 是的,不一定只是一台相机

,这真是太神奇了

自从那次飞行后,他们就没有那么多飞机了

部分意思是我们想知道是否有可能

做到这一点,随着时间的推移,你必须重新审视这些

问题 aerovironment 的人们

尝试了 300 种或更多

不同的机翼设计 12 种不同

形式的航空电子设备让他们

获得了 10 个完整的原型,以获得

真正可以飞行的东西 但是飞行器有一些

非常有趣的东西

,看起来像你

会认出的东西,所以我们经常谈论隐身

作为避免任何类型感应的一种手段,

但是当事情发生时 看起来很

自然

你也看不到他们很多

隐身部分是外观

它实际上是肯定

看看那只可爱的蜂鸟飞

入我的总部我认为

这很好或者看着我

我敢肯定这里有些人 以为你

知道技术发展得如此

之快,然后一些疯狂的极客

带着一点遥控器

飞过一个不会飞越白宫的人

创造和预防

我们所做的战略意外

如果我们不让人们

同时对我们所做的事情感到兴奋和不舒服,

那我们做这项工作将是不可想象的,这

只是我们现在所做的事情的本质 我们的

责任是推动这一优势,

您知道我们当然必须注意

并负责技术的

开发和最终使用方式,但

我们不能简单地闭上眼睛

假装它不是 推进它的进步 我的

意思是你显然是一个真正鼓舞人心的

领导者,你说服人们去实现

这些伟大的发明壮举,但在

个人层面上,我无法想象

做你的工作你是否

有时会在夜里醒来 问一些

关于

你的团队的才华可能带来意想不到的后果的问题

我的意思是我认为

如果你不问这些问题你就不能成为人类

你知道你如何

回答好我并不总是

有正确的答案我 认为我们会随着

时间的推移而学习 我的工作是

您可以

拥有的最

令人振奋的

工作之一

对可能正确的事情的巨大提升以及对

我们将要表达的意义的巨大严肃性,这

令人瞠目结舌,因为他们说非常感谢