How we're using drones to deliver blood and save lives | Keller Rinaudo

150,723 views ・ 2017-12-18

TED


请双击下面的英文字幕来播放视频。

翻译人员: Roxanne Zhang 校对人员: Wei Wu
00:12
Most people think
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大多数人认为
00:17
that new technology or advanced technology can never start in Africa.
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新科技或先进技术不可能始于非洲
00:22
Instead, they think that the best way to help the continent advance
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而且他们认为帮助非洲大陆发展的最好方法
00:25
is by providing aid or services
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是为大陆提供它自身无法自给自足的
00:28
that the continent can't provide for itself.
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帮助或服务
00:31
So while we see advanced technology like robotics
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那么当我们看到高科技技术如机器人技术
00:35
and artificial intelligence
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人工智能技术
00:36
growing exponentially in the developed world,
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在发达国家突飞猛进时
00:39
those same people are worried
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这类人群会开始担忧
00:40
that a technologically backward Africa is falling behind.
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科技发展缓慢的非洲会更加落后
00:45
That attitude couldn't be more wrong.
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这种认知错得离谱
00:49
I'm a robotics entrepreneur who's spent a lot of time here in Africa.
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我就是一位在非洲从事 机器人技术研发的企业家
00:53
And in 2014 we created Zipline,
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在2014年时我们创立Zipline
00:57
which is a company that uses electric autonomous aircraft
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这是一家使用无人机
01:01
to deliver medicine to hospitals and health centers on demand.
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来为医院和健康中心运送他们 所需医疗物资的公司
01:05
Last year, we launched the world's first automated delivery system
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去年我们发启了全球第一支自动运输系统
01:09
operating at national scale.
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可在全国范围内运行
01:11
And guess what?
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猜猜怎么着?
01:13
We did not do that in the US,
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我们这些科技设施都不是在美国
01:16
we didn't do it in Japan,
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不是在日本
01:18
and we didn't do it in Europe.
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也不是在欧洲创建完成的
01:20
It was actually President Paul Kagame
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事实上是卢旺达的总理保罗·卡加梅
01:23
and the Rwandan Ministry of Health
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和卫生部
01:26
that made a big bet on the potential of this technology
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决定支持这项具有潜力的科技技术
01:29
and signed a commercial contract
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并签署了一份使用这项技术来输送
01:31
to deliver a majority of the country's blood on demand.
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大部分全国所需血液的商业合同
01:35
(Applause)
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(掌声)
01:41
Yeah, they deserve the applause.
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没错,他们值得你们的鼓掌
01:44
So why is blood important?
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那么为什么血液这么重要?
01:46
Rwanda collects between 60- and 80,000 units of blood a year.
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卢旺达每年都会采集6万至8万单位血液
01:50
So this is a product that when you need it,
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所以血液是一种当你需要的时候
01:52
you really, really need it.
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真的非常需要的一种产品
01:54
But blood is also challenging,
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但血液的保存却并非易事
01:56
because it has a very short shelf life,
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因为它的活性时效非常短
01:59
there are lots of different storage requirements,
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有许多不同的贮藏要求
02:02
and it's really hard to predict the demand
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而且很难在病人诊断出
02:04
for all of these different blood groups
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实际需要多少血液前
02:06
before a patient actually needs something.
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预计出不同血型的血液需求量
02:09
But the cool thing is that using this technology,
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而这项技术却能轻松解决这个问题
02:12
Rwanda has been able to keep more blood centralized
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卢旺达已经能够集中采集更多的血液
02:15
and then provide it when a patient needs something
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并将它送往需要该型血液的任意医院及健康中心
02:18
to any hospital or health center in an average of just 20 or 30 minutes.
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平均送达时间只需要25至30分钟
02:23
Do you guys want to see how it works?
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你们想看看这个系统是怎么操作的吗?
02:24
(Audience) Yes.
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(观众)想看
02:26
All right. Nobody believes me, so ... better to show.
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好吧,反正没人相信,还是...直接展示出来更好
02:28
This is our distribution center,
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这就是我们的分配中心
02:30
which is about 20 kilometers outside of Kigali.
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距离基加利20千米左右
02:34
This actually used to be a cornfield nine months ago,
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九个月前那里曾是一片玉米田
02:37
and with the Rwandan government,
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在与卢旺达政府的共同努力下
02:38
we leveled it and built this center in a couple weeks.
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几个月内我们就将它改造升级成了现在这个分配中心
02:41
So when a patient is having an emergency,
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所以当病人发生紧急情况时
02:43
a doctor or a nurse at that hospital can send us a WhatsApp,
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在那家医院任职的医生或护士可以发WhatsApp短信给我们
02:47
telling us what they need.
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告知我们他们需要什么
02:48
And then our team will immediately spring into action.
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然后我们的工作人员会立马投入运输作业
02:51
We pull the blood from our stock,
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我们的工作人员将从库存中找出该型血液
02:53
which is delivered from the National Center for Blood Transfusion;
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这些血液是由国家输血中心送来的
02:56
we scan the blood into our system
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我们会将找出的血液扫描到我们的系统中
02:58
so the Ministry of Health knows where the blood is going;
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这样卢旺达卫生部就能知道这些血液的去向
03:01
and then we'll basically pack it into a Zip,
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然后我们会把该血液打包装进Zip里
03:03
which is what we call these little autonomous airplanes
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也就是我们所叫的小型无人机
03:06
that run on batteries.
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这些无人机使用电池供电
03:08
And then once that Zip is ready to go,
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一旦Zip准备好出发
03:10
we accelerate it from zero to 100 kilometers an hour
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我们就会在半秒内
03:13
in about half of a second.
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将它从静止加速至时速100千米每小时
03:18
(Audience) Whoa!
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(观众)哇喔!
03:19
And from the moment it leaves the end of the launcher,
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从它离开发射器的瞬间开始
03:22
it's completely autonomous.
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这种小型飞行器就是全自动的了
03:24
(Video: Air traffic controller directs traffic)
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(视频:航空管制员指挥交通运行)
03:26
This is our air traffic controller calling it in
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这就是我们的航空管制员
正向基加利国际机场做汇报
03:29
to Kigali International Airport.
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03:31
And when the Zip arrives at the hospital,
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当Zip到达提出请求的医院时
03:33
it descends to about 30 feet and drops the package.
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它会降落至30英尺的地方并投下血液包
03:35
We use a really simple paper parachute -- simple things are best --
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我们用的是很简易的纸质降落伞, 简洁至上
03:39
that allows the package to come to the ground gently and reliably
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这样才能使得每次血液包着地时
03:42
in the same place every time.
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都轻柔无损坏
03:44
So it's just like ride sharing;
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这个系统类似于共乘形式;
03:46
the doctors get a text message one minute before we arrive, saying,
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医生们会在我们抵达前一分钟收到短信
“请出来接收包裹”
03:50
"Walk outside and receive your delivery."
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03:52
(Laughter)
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(笑声)
03:53
And then --
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然后 --
03:54
(Applause)
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(掌声)
04:01
and then the doctors have what they need to save a patient's life.
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然后医生们就拿到了救助病人所需的物资
04:05
This is actually watching a delivery happen from our distribution center;
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这是我们分配中心的实况跟踪
04:09
this vehicle is about 50 kilometers away.
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这辆车在大概50千米远处
04:12
We're able to watch the vehicle as it makes a delivery at a hospital
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我们可以看到这辆车在一家医院进行运输作业的
04:16
in real time.
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实际情况
04:17
You may have noticed there are pings
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或许你们已经注意到了
有一些
04:19
that are coming off of that vehicle on the screen.
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04:22
Those pings are actually data packets
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实际上那些砰砰声是我们的数据包
04:23
that we're getting over the cell phone networks.
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我们通过手机网络获得的数据包
04:26
So these planes have SIM cards just like your cell phone does,
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所以这些无人机和手机一样都装有SIM卡
04:29
and they're communicating over the cell network
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通过电话通信网络来接收发送信息
04:31
to tell us where they are and how they're doing at all times.
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告知我们它们目前在哪里,作业情况如何
04:34
Believe it or not, we actually buy family plans --
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不管你们信不信,我们买的是家庭电话套餐
04:37
(Laughter)
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(笑声)
04:38
for this fleet of vehicles,
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-- 为这只无人机运输队
04:39
because that's how we get the best rates.
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因为那样我们能得到最实惠的价格
04:41
(Laughter)
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(笑声)
04:42
It's actually not a joke.
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我说真的 不是笑话哦
04:44
(Laughter)
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(笑声)
04:47
So today, we're delivering about 20 percent
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那么目前,
除了基加利
我们还承担了运输卢旺达全国血液供给总量20%的任务
04:51
of the national blood supply of Rwanda
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04:53
outside of Kigali.
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04:55
We serve about 12 hospitals,
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我们现为12家医院提供这项服务
04:57
and we're adding hospitals to that network at an accelerating rate.
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并且加入我们运输系统的医院数量正不断增加
05:00
All of those hospitals only receive blood in this way,
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这些医院只能通过这个渠道获得血液供给
05:03
and most of those hospitals actually place multiple orders every day.
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而且事实上它们中的大部分每天都会多次要求血液补给
05:09
So the reason --
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至于原因嘛 --
05:10
in all of health care logistics,
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在所有的医疗后勤中
05:12
you're always trading off waste against access.
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大家总是宁愿浪费资源来换取获取资源的途径
05:15
So if you want to solve waste, you keep everything centralized.
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那么若想解决浪费的问题,就需要把所有资源都收集集中起来
05:19
As a result, when patients are having emergencies,
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这样做的结果就是,当病人遇到紧急情况时
05:22
sometimes they don't have the medical product they need.
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有时病人得不到他们所需要的医疗物资
05:25
If you want to solve access, you stock a lot of medicine at the last mile,
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若想解决资源途径的问题,就需要在最后阶段才把所有物资都收拢
05:29
at hospitals or health centers,
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集中到医院或医疗中心
05:30
and then patients have the medicine they need.
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这样病人们就能得到他们所需要的医疗物资
但是这样的结果就是最后会扔掉很大一部分的物资
05:33
But you end up throwing a lot of medicine out,
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这是非常昂贵的代价
05:35
which is very expensive.
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令人惊喜的是卢旺达政府已经能够
05:36
What's so amazing is that the Rwandan government has been able
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彻底告别这样陈旧不完善的循环链了
05:39
to break this cycle permanently.
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05:41
Because doctors can get what they need instantly,
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因为医生们可以及时地得到他们需求的医疗物资
05:45
they actually stock less blood at the hospitals.
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实际上他们只在医院里存贮了少量血液
05:48
So although use of blood products has increased substantially
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所以尽管血液物资的耗用量在不断增长
05:52
at all the hospitals we serve,
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我们服务的所有医院都有此现象
05:54
in the last nine months, zero units of blood have expired
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在前九个月里,这些医院
没有浪费掉一滴血液资源
05:58
at any of these hospitals.
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06:00
(Applause)
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(掌声)
06:06
That's an amazing result.
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这是个了不起的结果
06:08
That's actually not been achieved by any other health care system
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而这是全球其它任何医疗健康系统
都无法企及的
06:11
on the planet,
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06:12
and it happened here.
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但在这里却实现了
06:15
But obviously, when we're talking about delivering medical products instantly,
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当然当我们谈论及时运送医疗产品时
06:19
the most important thing is patients.
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最重要的对象还是病患
06:22
Let me give you an example.
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举个例子来说吧
06:24
A couple months ago, a 24-year-old mother came into one of the hospitals
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几个月前,一位24岁的母亲来到了
一家我们服务的医院
06:28
that we serve,
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06:29
and she gave birth via C-section.
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她是来做剖腹产的
06:31
But that led to complications, and she started to bleed.
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但是手术过程中发生了并发症,她开始大出血
06:35
Luckily, the doctors had some blood of her blood type on hand
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幸运的是,医生们手上有一些符合这位母亲的血型的血液
06:39
that had been delivered via Zipline's routine service,
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这些血液就是之前通过Zipline运输服务运送过去的
06:42
and so they transfused her with a couple units of blood.
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医生们就给她输了几个单位的血液
06:45
But she bled out of those units in about 10 minutes.
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但是这母亲在10分钟左右后就输完了这些血液
06:49
In this case, that mother's life is in grave danger --
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在这案例中,那位母亲的生命受到了极大的威胁 --
06:53
in any hospital in the world.
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在全世界任何一家医院都是这样的
06:56
But luckily, the doctors who were taking care of her
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然后非常幸运的是,这些治疗她的医生们
06:59
immediately called our distribution center,
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立即联系了我们的分配中心
07:02
they placed an emergency order,
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要求了紧急运输服务
07:04
and our team actually did emergency delivery after emergency delivery
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我们的团队进行了一次又一次
一次又一次的紧急运输
07:08
after emergency delivery.
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07:10
They ended up sending seven units of red blood cells,
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他们最终发送了7个单位的红细胞
07:13
four units of plasma
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4个单位的血浆
07:14
and two units of platelets.
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2个单位的血小板
07:15
That's more blood than you have in your entire body.
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这比你全身的血液都要多
07:19
All of it was transfused into her,
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这些血浆、红细胞、血小板被输给她
07:21
the doctors were able to stabilize her,
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医生稳定了她的病情
07:23
and she is healthy today.
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她现在已经恢复健康了
07:26
(Applause)
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(掌声)
07:32
Since we launched, we've done about 400 emergency deliveries like that,
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从我们开工以来,我们已经进行了大约400次这样的紧急运输
07:37
and there's a story like that one behind most of those emergencies.
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大部分紧急运输背后都有一个这样的故事
07:40
Here are just a couple of the moms
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这里是通过这样的方式接受输血的
07:42
who have received transfusions in this way
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母亲中的一部分
07:44
in the last couple months.
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在过去的几个月里
07:47
We're always reminded: when we can help a doctor save a mom's life,
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我们一直在被提醒:在我们帮助医生拯救一位母亲的生命的时候
07:51
it's not just her life that you're saving.
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我们拯救的不仅仅是她一个人的生命
07:53
That's also a baby boy or a baby girl
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同时我们也救了一个男宝宝或女宝宝
07:56
who has a mother while they're growing up.
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他们成长的过程中有妈妈陪伴
08:00
(Applause)
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(掌声)
08:05
But I want to be clear:
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但是我想强调的一点是:
08:06
postpartum hemorrhaging -- it's not a Rwanda problem,
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产后出血--这不仅仅是卢旺达有的问题
08:09
it's not a developing-world problem --
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也不是发展中国家才有的问题
08:11
this is a global problem.
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这是一个全球都要面临的问题
08:12
Maternal health is a challenge everywhere.
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(如何确保)产妇的健康在哪都是一个挑战
08:14
The main difference is that Rwanda was the first country
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最主要的不同是,卢旺达是第一个
08:17
to use radical technology to do something about it.
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运用颠覆性科技来解决这个问题的国家
08:20
And that's the reason this attitude of Africa being disrupted
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这就是为什么“非洲很混乱”
08:25
or advanced technology not working here
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“先进科技在这里没有用”
08:27
or needing aid
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“这里需要援助”
08:28
is so totally wrong.
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这些观点都是错的
08:29
Africa can be the disrupter.
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非洲也可以是颠覆者
08:32
These small, agile, developing economies can out-innovate large, rich ones.
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这些小而灵活、发展中的经济体,能超越庞大而富有的经济体
08:37
And they can totally leapfrog over the absence of legacy infrastructure
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而且他们完全可以跳过基础设施缺乏的问题
08:41
to go straight to newer and better systems.
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直接发展更好、更新的系统
08:44
In 2000,
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在2000年
08:45
if you had said that high-quality cellular networks were about to roll out
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如果你说蜂窝网将会在
非洲大陆全面铺开
08:49
across all of Africa,
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08:50
people would have told you that you were crazy.
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人们会说你疯了
08:53
And yet, no one anticipated
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然而,没有人预料到
08:56
how fast those networks were going to connect and empower people.
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这些网络连接人们的速度会有多快
09:00
Today, 44 percent of the GDP of Kenya flows through M-Pesa,
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今天,肯尼亚GDP的44%流经M-Pesa
09:04
their mobile payment platform.
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一种移动支付软件
09:06
And not only that,
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不止于此
09:07
but our autonomous fleet of vehicles relies on that cellular network.
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我们的无人机队也依赖于蜂窝网
09:11
Over the next few years as we start serving private health care facilities,
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在将来的几年里,当我们开始提供私人医疗服务时
09:15
we'll also use that mobile payment platform
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我们也将使用移动支付平台
09:17
to collect fees for deliveries.
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来收取运输费用
09:19
So innovation leads to more innovation leads to more innovation.
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所以创新将引领更多的创新
09:23
And meanwhile,
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同时
09:25
most people who live in developed economies
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在发达国家生活的大多数人
09:28
think that drone delivery is technologically impossible,
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认为无人机运输在技术上是不可能实现的
09:32
let alone happening at national scale in East Africa.
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更不用说是在东非的一个国家范围内进行了
09:36
And I do mean East Africa, not just Rwanda.
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我说的是东非,不仅仅是卢旺达
09:40
On Thursday, just a couple days ago,
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在周四,几天之前
09:42
the Tanzanian Ministry of Health announced
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坦桑尼亚卫生部宣布
09:45
that they are going to use this same technology
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他们也将使用这种技术
09:48
to provide instant delivery of a wide range of medical products
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为全国范围内最难获得医疗物资的1000万人民
09:51
to 10 million of the hardest to reach people in the country.
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提供大量医疗物资的运输服务
09:55
(Applause)
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(掌声)
10:02
It's actually going to be the largest autonomous system anywhere in the world.
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这将是全世界最大的无人机网络
10:06
To give you a sense of what this looks like,
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这是什么概念呢
10:08
this is one of the first distribution centers.
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这是其中一个配送中心
10:10
You can see a 75-kilometer service radius around the distribution center,
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你可以看到配送中心半径75千米内的一个圆
10:14
and that allows us to serve hundreds of health facilities and hospitals,
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这让我们能够为数百家健康中心和医院提供服务
所有的这些都在乡村里
10:18
all of which are rural,
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从这一个配送中心
10:19
from that single distribution center.
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10:21
But to serve over 20 percent of the population of Tanzania,
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能够服务超过20%的坦桑尼亚人口
10:24
we're going to need multiple distribution centers.
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我们需要更多的配送中心
10:26
We'll actually need four.
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事实上我们需要4个
10:28
And from these distribution centers,
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从这些配送中心
10:30
we expect to be doing several hundred lifesaving deliveries every day,
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我们希望每天进行数百次拯救生命的配送
10:35
and this system will ultimately serve over 1,000 health facilities
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这个系统最终将支持在乡村的超过1000家
10:39
and hospitals in the country.
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医疗中心和医院
10:41
So yeah, East Africa is moving really fast.
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所以,东非正在飞快的行动
10:47
One thing that people, I think, often miss
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我想,人们常常忽略的一点是
10:49
is that these kinds of leaps generate compounding gains.
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这种进步产生了复合的增益
10:53
For example, Rwanda, by investing in this infrastructure for health care,
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例如,卢旺达在发展了这项医疗基础设施后
10:57
now has an aerial logistics network that they can use
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他们现在有了可以使用的空中物流网络
11:01
to catalyze other parts of their economy,
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可借此促进其他方面的发展
11:05
like agriculture or e-commerce.
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例如农业或电子商业的发展
11:07
Even more importantly,
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更重要的是
11:08
100 percent of the teams we hire at these distribution centers are local.
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在这些配送中心里工作的所有人都是本地人
11:13
So here's our Rwandan team,
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这就是我们卢旺达的队伍
11:15
which is a group of extraordinary engineers and operators.
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队伍里全是出色的工程师和接线员
11:19
They run the world's only automated delivery system
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他们运行着世界上唯一一个
在全国范围内运行的自动配送系统
11:24
operating at national scale.
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11:27
They have been able to master something
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他们已经能够操纵
11:29
that the largest technology companies in the world
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世界上最大的科技公司
11:32
have not yet been able to figure out.
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都没能做出来的东西
11:34
So they are total heroes.
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所以他们绝对是英雄
11:36
(Applause)
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(掌声)
11:41
They're total heroes.
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他们绝对是英雄
11:42
Our team's mission is to deliver basic access to medicine
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我们团队的目标是把医疗物资传送给
11:47
to all seven billion people on the planet,
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地球上的70亿人民
11:49
no matter how hard it is to reach them.
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不管有多困难
11:51
We often tell people about that mission,
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我们经常跟人们说起这个目标
11:53
and they say, "That's so generous of you, it's so philanthropic."
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他们说:“你们真慷慨,这相当慈善。”
11:56
No!
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不!
11:58
Philanthropy has nothing to do with it.
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这跟慈善根本没有关系
12:00
Because of the commercial contracts that we sign with ministries of health,
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因为我们和卫生部签订的商业合同
12:03
these networks are 100 percent sustainable and scalable.
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这些网络是100%可持续和可拓展的
12:08
And the reason we feel so strongly about correcting that misperception
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而我们之所以如此强烈的更正这个误解
12:11
is that entrepreneurship is the only force in human history
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是因为企业家的职能是人类历史上
12:14
that has lifted millions of people out of poverty.
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让成千上万的人民摆脱贫穷的唯一推动力
12:17
(Applause)
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(掌声)
12:21
No amount of foreign aid is going to sustainably employ
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没有多少外国援助能一直雇佣
12:25
250 million African youth.
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2500万的非洲年轻人
12:30
And the jobs that these kids may have gotten 10 years ago
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而这些年轻人在十年前可能获得的工作
12:35
are largely being automated
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现在已经大部分自动化了
12:36
or are being changed dramatically by technology.
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或者被科技急剧的改变了
12:39
So they are looking for new skill sets,
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所以他们在寻找新的技能
12:41
new competitive advantages.
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新的竞争优势
12:42
They're looking for start-ups.
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他们在寻找新兴公司
12:45
So why aren't there more start-ups that are tackling these global problems
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所以为什么我们不创立更多的新兴公司
12:50
that are faced by billions of people in developing economies?
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来处理发展中国家成千上万的人民面对的国际问题呢?
12:54
The reason is that investors and entrepreneurs are totally blind
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原因是投资者和企业家完全忽视了
12:58
to the opportunity.
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这些机会
12:59
We think these problems are the domain of NGOs or governments,
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我们认为这些问题是非政府组织或政府需要考虑的
13:03
not private companies.
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不是私人公司
13:05
That's what we have to change.
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这就是我们需要改变的地方
13:09
You may have noticed I left something out of the video
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你也许注意到了我在视频中
13:12
that I showed you.
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略去了一些东西
13:14
I didn't show you how the planes land
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我没有展示当飞机回到配送中心的时候
13:15
when they get back to the distribution center.
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他们是怎么降落的
13:18
So, it might be obvious to you:
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所以,这可能很显然了:
13:21
none of our planes have landing gear.
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我们的飞机没有降落装置
13:23
We also don't have runways where we operate.
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在我们操作的地方也没有跑道
13:25
So we have to be able to decelerate the plane
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所以我们要能使飞机在半秒的时间内
13:27
from about 100 kilometers an hour to zero in half of a second.
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从约100km每小时的速度减速到0
13:30
And the way we do that
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我们的方法是:
13:32
is we actually use a wire that tracks that plane as it comes in,
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3748
我们用一根线在飞机到达的时候绊住它
13:36
with centimeter-level accuracy.
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在厘米量级的精度内
13:37
We snag the plane out of the sky,
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我们在空中绊住飞机
13:40
and then we gently plop it onto an actively inflated cushion.
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然后轻轻地使它掉在充气垫子上
13:44
This is basically a combination of an aircraft carrier
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这基本上是一个航空母舰
和堡垒的组合体
13:47
and a bouncy castle.
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(笑声)
13:48
(Laughter)
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让我展示给你们看一下
13:50
So let me show you.
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13:58
(Laughter)
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2040
(笑声)
14:00
(Applause)
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(掌声)
14:06
And it might be obvious to you why I wanted to end with this video.
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所以为什么我想用这个视频结尾就很显然了
14:10
I wanted to show you the kids and the teenagers
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我想给你们看看这些在每天栅栏旁排着队的
14:12
who line up on the fence every day.
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孩子们和青少年们
14:15
They cheer every launch and every landing.
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他们为每一次发射和降落欢呼庆祝
14:18
(Laughter)
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(笑声)
14:19
(Applause)
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(掌声)
14:24
Sometimes I actually show up at the distribution center early
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有时候我会很早到达运输中心
因为我受时差影响
14:27
because I'm jet-lagged.
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我会在我们开始操作前1小时就到达
14:28
I'll show up an hour before we begin operation.
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14:30
And there will be kids on the fence getting good seats.
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那儿已经有孩子们在栅栏旁占座了
(笑声)
14:33
(Laughter)
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14:34
And you go up and you ask them,
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然后我走过去问他们
“你们觉得这些飞机怎么样”
14:36
"What do you think about the planes?"
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14:38
And they'll say, "Oh, it's a sky ambulance."
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他们会说:“噢,这是飞行急救车。”
14:41
So they get it.
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所以他们懂了。
14:42
I mean, they get it more than most adults.
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我指的是,他们比大多数成年人都了解了更多
14:45
So I was asking earlier:
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所以我之前提出问题:
14:47
Who is going to be creating the disruptive technology companies of Africa
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谁将会在接下来的十年
创造非洲颠覆性的科技公司?
14:52
over the next decade?
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14:54
Ultimately, it's going to be up to these kids.
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毫无疑问的,将会是这些孩子们
14:58
They are the engineers of Rwanda and Africa.
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他们将会是卢旺达和非洲的工程师
15:02
They are the engineers of our shared future.
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他们将会是我们共同未来里的工程师
15:07
But the only way they can build that future is if we realize
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但是他们实现那样的未来的唯一途径是
我们认识到改变世界的公司能在非洲创立
15:11
that world-changing companies can scale in Africa,
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15:14
and that disruptive technology can start here first.
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颠覆性的科技能最先在非洲开始
15:18
Thanks.
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谢谢!
15:19
(Applause)
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(掌声)
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