What a driverless world could look like Wanis Kabbaj

Some people are obsessed
by French wines.

Others love playing golf

or devouring literature.

One of my greatest pleasures
in life is, I have to admit,

a bit special.

I cannot tell you how much I enjoy
watching cities from the sky,

from an airplane window.

Some cities are calmly industrious,

like Dusseldorf

or Louisville.

Others project an energy
that they can hardly contain,

like New York

or Hong Kong.

And then you have Paris

or Istanbul,

and their patina full of history.

I see cities as living beings.

And when I discover them from far above,

I like to find those main streets
and highways that structure their space.

Especially at night,

when commuters make these arteries
look dramatically red and golden:

the city’s vascular system
performing its vital function

right before your eyes.

But when I’m sitting in my car

after an hour and a half
of commute every day,

that reality looks very different.

(Laughter)

Nothing –

not public radio,

no podcast –

(Laughter)

Not even mindfulness meditation

makes this time worth living.

(Laughter)

Isn’t it absurd

that we created cars
that can reach 130 miles per hour

and we now drive them at the same speed
as 19th-century horse carriages?

(Laughter)

In the US alone,

we spent 29.6 billion hours
commuting in 2014.

With that amount of time,

ancient Egyptians could have built
26 Pyramids of Giza.

(Laughter)

We do that in one year.

A monumental waste of time,
energy and human potential.

For decades,

our remedy for congestion was simple:

build new roads or enlarge existing ones.

And it worked.

It worked admirably for Paris,

when the city tore down
hundreds of historical buildings

to create 85 miles

of transportation-friendly boulevards.

And it still works today
in fast-growing emerging cities.

But in more established urban centers,

significant network expansions
are almost impossible:

habitat is just too dense,

real estate, too expensive

and public finances, too fragile.

Our city’s vascular system
is getting clogged, it’s getting sick,

and we should pay attention.

Our current way
of thinking is not working.

For our transportation to flow,

we need a new source of inspiration.

So after 16 years
working in transportation,

my “aha moment” happened
when speaking with a biotech customer.

She was telling me how her treatment

was leveraging specific properties
of our vascular system.

“Wow,” I thought, “Our vascular system –

all the veins and arteries in our body

making miracles of logistics every day.”

This is the moment I realized

that biology has been
in the transportation business

for billions of years.

It has been testing countless solutions

to move nutrients, gases and proteins.

It really is the world’s most
sophisticated transportation laboratory.

So, what if the solution to our traffic
challenges was inside us?

I wanted to know:

Why is it that blood flows
in our veins most of our lives,

when our big cities get clogged
on a daily basis?

And the reality is that you’re looking
at two very different networks.

I don’t know if you realize,

but each of us has 60,000 miles
of blood vessels in our bodies –

60,000 miles.

That’s two-and-a-half times
the Earth’s circumference,

inside you.

What it means is that blood vessels
are everywhere inside us,

not just under the surface of our skin.

But if you look at our cities,

yes, we have some
underground subway systems

and some tunnels and bridges,

and also some helicopters in the sky.

But the vast majority of our traffic
is focused on the ground,

on the surface.

So in other words,

while our vascular system uses
the three dimensions inside us,

our urban transportation
is mostly two-dimensional.

And so what we need
is to embrace that verticality.

If our surface grid is saturated,

well, let’s elevate our traffic.

This Chinese concept of a bus
that can straddle traffic jams –

that was an eye-opener on new ways
to think about space and movement

inside our cities.

And we can go higher,

and suspend our transportation
like we did with our electrical grid.

Tel Aviv and Abu Dhabi
are talking about testing

these futuristic networks
of suspended magnetic pods.

And we can keep climbing, and fly.

The fact that a company like Airbus

is now seriously working
on flying urban taxis

is telling us something.

Flying cars are finally moving
from science-fiction déjà vu

to attractive business-case territory.

And that’s an exciting moment.

So building this 3-D
transportation network

is one of the ways we can mitigate
and solve traffic jams.

But it’s not the only one.

We have to question

other fundamental choices
that we made, like the vehicles we use.

Just imagine a very familiar scene:

You’ve been driving for 42 minutes.

The two kids behind you
are getting restless.

And you’re late.

Do you see that slow car in front of you?

Always comes when you’re late, right?

(Laughter)

That driver is looking for parking.

There is no parking spot
available in the area,

but how would he know?

It is estimated that up to 30 percent
of urban traffic is generated

by drivers looking for parking.

Do you see the 100 cars around you?

Eighty-five of them
only have one passenger.

Those 85 drivers could all fit
in one Londonian red bus.

So the question is:

Why are we wasting so much space
if it is what we need the most?

Why are we doing this to ourselves?

Biology would never do this.

Space inside our arteries
is fully utilized.

At every heartbeat,

a higher blood pressure literally compacts
millions of red blood cells

into massive trains of oxygen

that quickly flow throughout our body.

And the tiny space inside our red
blood cells is not wasted, either.

In healthy conditions,

more than 95 percent
of their oxygen capacity is utilized.

Can you imagine if the vehicles
we used in our cities

were 95 percent full,

all the additional space
you would have to walk, to bike

and to enjoy our cities?

The reason blood is so
incredibly efficient

is that our red blood cells
are not dedicated

to specific organs or tissues;

otherwise, we would probably have
traffic jams in our veins.

No, they’re shared.

They’re shared by all
the cells of our body.

And because our network is so extensive,

each one of our 37 trillion cells
gets its own deliveries of oxygen

precisely when it needs them.

Blood is both a collective
and individual form of transportation.

But for our cities,

we’ve been stuck.

We’ve been stuck in an endless debate

between creating a car-centric society
or extensive mass-transit systems.

I think we should transcend this.

I think we can create vehicles
that combine the convenience of cars

and the efficiencies of trains and buses.

Just imagine.

You’re comfortably sitting
in a fast and smooth urban train,

along with 1,200 passengers.

The problem with urban trains

is that sometimes you have to stop
five, ten, fifteen times

before your final destination.

What if in this train
you didn’t have to stop?

In this train,

wagons can detach dynamically
while you’re moving

and become express, driverless buses

that move on a secondary road network.

And so without a single stop,

nor a lengthy transfer,

you are now sitting in a bus
that is headed toward your suburb.

And when you get close,

the section you’re sitting in detaches

and self-drives you
right to your doorstep.

It is collective and individual
at the same time.

This could be one of the shared,
modular, driverless vehicles of tomorrow.

Now …

as if walking in a city
buzzing with drones,

flying taxis, modular buses
and suspended magnetic pods

was not exotic enough,

I think there is another force in action

that will make urban traffic mesmerizing.

If you think about it,

the current generation of driverless cars
is just trying to earn its way

into a traffic grid
made by and for humans.

They’re trying to learn traffic rules,
which is relatively simple,

and coping with human unpredictability,

which is more challenging.

But what would happen
when whole cities become driverless?

Would we need traffic lights?

Would we need lanes?

How about speed limits?

Red blood cells are not flowing in lanes.

They never stop at red lights.

In the first driverless cities,

you would have no red lights and no lanes.

And when all the cars
are driverless and connected,

everything is predictable
and reaction time, minimum.

They can drive much faster

and can take any rational initiative
that can speed them up

or the cars around them.

So instead of rigid traffic rules,

flow will be regulated

by a mesh of dynamic and constantly
self-improving algorithms.

The result: a strange traffic

that mixes the fast and smooth
rigor of German autobahns

and the creative vitality
of the intersections of Mumbai.

(Laughter)

Traffic will be functionally exuberant.

It will be liquid like our blood.

And by a strange paradox,

the more robotized
our traffic grid will be,

the more organic and alive
its movement will feel.

So yes,

biology has all the attributes
of a transportation genius today.

But this process has taken
billions of years,

and went through all sorts
of iterations and mutations.

We can’t wait billions of years
to evolve our transportation system.

We now have the dreams,

the concepts

and the technology

to create 3-D transportation networks,

invent new vehicles

and change the flow in our cities.

Let’s do it.

Thank you.

(Applause)

有些人痴迷
于法国葡萄酒。

其他人喜欢打高尔夫球

或阅读文学作品。

我不得不承认,我一生中最大的乐趣之一就是

有点特别。

我无法告诉你我是多么喜欢
从空中,

从飞机窗口看城市。

有些城市从容地勤劳,

例如杜塞尔多夫

或路易斯维尔。

其他人则投射出一种
他们难以控制的能量,

例如纽约

或香港。

然后你有巴黎

或伊斯坦布尔

,他们的古铜色充满了历史。

我将城市视为生物。

当我从远处发现它们时,

我喜欢找到
那些构成它们空间的主要街道和高速公路。

尤其是在晚上,

当通勤者让这些
动脉呈现出鲜明的红色和金色时

:城市的血管系统

就在您眼前发挥着重要作用。

但是当我每天通勤

一个半小时后坐在车里

,现实看起来就大不相同了。

(笑声)

什么都没有——

没有公共广播,

没有播客——

(笑声)

即使是正念冥想也不

能让这段时间值得活下去。

(笑声)

我们创造了
时速可达 130 英里的汽车,

而我们现在以与 19 世纪的马车相同的速度驾驶它们,这不是很荒谬
吗?

(笑声)

仅在美国,

我们在 2014 年就花费了 296 亿小时的
通勤时间。

用这样的时间,

古埃及人可以建造
26 座吉萨金字塔。

(笑声)

我们在一年内做到这一点。

时间、
精力和人类潜力的巨大浪费。

几十年来,

我们解决拥堵的方法很简单:

修建新道路或扩大现有道路。

它奏效了。

它对巴黎的效果令人钦佩,

当时这座城市拆除了
数百座历史建筑

,建造了 85 英里

的交通便利林荫大道。

它今天仍然适用
于快速发展的新兴城市。

但在更成熟的城市中心,

大规模的网络
扩张几乎是不可能的:

栖息地太密集,

房地产太贵

,公共财政太脆弱。

我们城市的血管
系统堵塞了,生病了

,我们要注意了。

我们目前
的思维方式行不通。

为了让我们的交通工具畅通无阻,

我们需要一个新的灵感来源。

因此,
在运输业工作了 16 年后,

我的“啊哈时刻”发生
在与生物技术客户交谈时。

她告诉我她的治疗

是如何利用
我们血管系统的特定特性的。

“哇,”我想,“我们的血管系统——

我们体内的所有静脉和动脉

每天都在创造物流奇迹。”

这一刻我

意识到生物学已经
在运输行业中存在

了数十亿年。

它一直在测试无数解决方案

来移动营养物质、气体和蛋白质。

它确实是世界上最
先进的运输实验室。

那么,如果我们的交通挑战的解决方案在我们
内部呢?

我想知道:当我们的大城市每天都被堵塞时

,为什么
我们生命中的大部分时间血液都在我们的血管中流动

而现实情况是,您正在
查看两个非常不同的网络。

我不知道你是否意识到,

但我们每个人体内都有 60,000 英里
的血管

——60,000 英里。 在你体内

,那是地球周长的两倍半

这意味着血管
在我们体内无处不在,

而不仅仅是在我们的皮肤表面之下。

但如果你看看我们的城市,

是的,我们有一些
地下地铁系统

、一些隧道和桥梁,

还有一些天空中的直升机。

但是我们的绝大多数流量
都集中在地面上,

在地面上。

所以换句话说,

虽然我们的血管系统使用
我们内部的三个维度,但

我们的城市
交通主要是二维的。

所以我们需要的
是拥抱这种垂直性。

如果我们的表面网格已经饱和,

那么,让我们提升我们的流量。

这种可以跨越交通

拥堵的公共汽车概念让中国大开眼界,以新的
方式思考

城市内部的空间和运动。

我们可以走得更高,

像我们的电网一样暂停我们的交通。

特拉维夫和阿布扎比
正在讨论测试

这些未来派
的悬浮磁吊舱网络。

我们可以继续攀登,飞翔。

像空中客车这样的公司

现在正在认真
研究飞行城市出租车这一

事实告诉我们一些事情。

飞行汽车终于
从科幻小说的似曾相识

转变为有吸引力的商业案例领域。

这是一个激动人心的时刻。

因此,构建这个 3D
交通网络

是我们可以缓解
和解决交通拥堵的方法之一。

但这不是唯一的。

我们必须质疑

我们做出的其他基本选择,比如我们使用的车辆。

想象一个非常熟悉的场景:

你已经开了 42 分钟。

你身后的两个孩子
越来越不安。

而你迟到了。

看到前面那辆慢车了吗?

你迟到的时候总是来的,对吧?

(笑声)

那个司机在找停车位。

该地区没有停车
位,

但他怎么知道?

据估计,高达 30%
的城市交通是

由寻找停车位的司机产生的。

你看到你周围的100辆车了吗?

其中八十五架
只有一名乘客。

这 85 名司机都
可以乘坐一辆伦敦红色巴士。

所以问题是:

如果这是我们最需要的,为什么还要浪费这么多空间?

我们为什么要这样对自己?

生物学永远不会这样做。

我们动脉内的空间
得到充分利用。

每一次心跳

,血压升高都会将
数百万个红细胞压缩

成大量氧气

,这些氧气会迅速流遍我们的身体。

我们红细胞内的微小空间
也没有被浪费。

在健康的条件下,

超过 95
% 的氧气容量被利用。

您能想象如果
我们在城市中使用的车辆

已满载 95%,

那么
您必须步行、骑自行车

和享受城市的所有额外空间?

血液如此高效的原因

是我们的
红细胞并非专门

用于特定的器官或组织。

否则,我们可能会遇到
交通堵塞。

不,它们是共享的。

它们被
我们身体的所有细胞共享。

而且由于我们的网络如此广泛,

我们的 37 万亿个细胞中的每一个细胞都能

在需要时准确地获得自己的氧气输送。

血液既是一种集体
运输方式,也是一种个人运输方式。

但是对于我们的城市来说,

我们被困住了。

在创建以汽车为中心的社会
或广泛的公共交通系统之间,我们陷入了无休止的争论。

我认为我们应该超越这一点。

我认为我们可以创造
结合汽车的便利性

和火车和公共汽车的效率的车辆。

想象一下。

您与 1,200 名乘客一起舒适地
坐在快速平稳的城市列车上

城市火车的问题

在于,有时您必须在到达最终目的地之前停靠
五、十、十五次

如果在这列火车上
你不必停下来怎么办?

在这列火车中,

货车可以
在您移动时动态分离

,成为

在二级公路网络上行驶的快速无人驾驶巴士。

因此,无需单站,

也无需长时间的换乘,

您现在就坐在一辆
开往您郊区的公共汽车上。

当您靠近时,

您所在的部分会分离

并自动将
您带到您家门口。

它同时是集体的和个人
的。

这可能是未来共享的
模块化无人驾驶车辆之一。

现在……

好像在
无人机、

飞行出租车、模块化公共汽车
和悬挂式磁力吊舱嗡嗡作响的城市中行走

还不够异国情调,

我认为还有另一种力量在行动

,这将使城市交通如痴如醉。

如果你仔细想想

,当前这一代无人驾驶汽车
只是试图

进入
由人类制造和为人类制造的交通网络。

他们试图学习交通规则,
这相对简单,

并应对人类的不可预测性,

这更具挑战性。

但是
当整个城市都变成无人驾驶时会发生什么?

我们需要红绿灯吗?

我们需要车道吗?

限速如何?

红细胞不在泳道中流动。

他们从不在红灯前停下来。

在第一批无人驾驶城市中,

您将没有红灯,也没有车道。

当所有汽车
都实现无人驾驶并联网时,

一切都是可预测的,
并且反应时间最短。

他们可以开得更快,

并且可以采取任何合理的举措
来加速

他们或周围的汽车。

因此,

流量将由

动态且不断
自我改进的算法网格来调节,而不是严格的交通规则。

结果:一种奇怪的

交通混合了德国高速公路的快速顺畅


孟买十字路口的创造性活力。

(笑声)

交通将在功能上旺盛。

它将像我们的血液一样是液体。

一个奇怪的悖论是,

我们的交通网络越自动化,

它的运动就会感觉越有机和生动。

所以,是的,

生物学具有
当今交通天才的所有属性。

但这个过程
历时数十亿年

,经历了
各种迭代和变异。

我们不能等待数十亿年
来发展我们的交通系统。

我们现在拥有

创建 3-D 交通网络、

发明新车辆

和改变城市交通的梦想、概念和技术。

我们开始做吧。

谢谢你。

(掌声)