本字幕由TME AI技术生成
Human way to robots are coming
Most are made in china
Where the government wants them to join at people in the workplace empirres
John rwitch went to a training center
Where people are teaching them
How twenty old funging kcong has a virtual reality headseslung around his neck and av controroller
Each hand and each 动作
He's up the controls of a huhuoid robot on wheels
It's made of black and white plastic
It has a head with two camera lenthes for eyes and arms with dexorous five fingred hands
It's practicing working in a cafe setting so fun rose it to accounter guides it to pick up paper cups
Turn and drop them into a trash camp
嗯
一天一天需要干个funds
Colleague plus amount puts them back on the counter and fund
As it again and again and again
然后就重复多少遍了
我theis a laptop tetic to the robot and fn explains that all that repetition is creating data
然后
然后这边
这边a 场
Ins
This is robot tratraining we win ai
It's a company
A couple hours west of shanghai
That's part of a national pilot program to create the mountains of data
That will be required to make ai enabled humanoid robots
Practical embodied aii robots run by artificial intelligence is a big deal in china
是the government has made it a core pillar of china's industrial policy
That's partly because leaders think robots will be a huge global industry is so called new productive force
Also china faces a shinking and aging popolation
Something something the us and other countries face it's not like human oid robots can eventually shoore up between ling workforce
It's not 国应该算是one your n as a manager here
机器人它最终要实现的是一个什么过程
One explains that robots can't just look up how to do stuff in the rerushthere
They detadetail data a about how to move in three day spaces like how how to adapt to changes in lighting
And how hard they can grip that paper cup without crushing it
接下来去生智能的发展方向肯定就是at this eighty six thousand square ffood facility teams of people create that data by data robots to real world parts through real world actions
It's not like dog training
Where eventually the pet goes home with someone
The data will be used to program other robots
这边来看一下
In a mock kitchen
A person sits on a lifeguard chair
And uses a remote control to make a humanoid robot open cabinet doors put stuff in and take it out nearby a guy is holding a two prononged grabber supposed to simulate a simple robots hand
He picks up fake eggs with it and places them in a container one by one
A gopro like camera records everything for the database
Down
The hall is a hotel room set up where robots learn to make beds and titia 话是在用的是两层
但是我们规划楼上也是我们it upstairs or factory and logistics center markets
One robot torsoit with human like hands is being trained to sand wood
Another robots is moving boxes
嗯
If you watch chinese state media
You'll hear robot experts from different universities in labs
Making the case for humanoid robots
That they make sense
Because the spaces we live in are designed for people
These robots can adapt to things like the with of corridors
The shape of stairs and donnos
And they'll be more natural for people to interact with 物理ai 数据寄作平台的话
其实就是who when does not make robots they come from other 智能领域
Companbut ong says the data they collect will feed which she calls their big brains
然后当它具有这个泛化的这个功能之后的with enough data robots can make generalizations about situations
They encounter and adapt on the fly
机器人和物理世界的一个交互的过程中间
That's something most industrial robots can't do because their program to perform one simple test
我 我知道
For now most of the tens of thousands of humanoid robots sold in china
Have gone to places like wwhen ai for training
And that training takes practice
哎
Fanzging
Kang ang
Hhds me the vr headset and the controllers
It is not easy
I nearly crash the robots
When i'm done
Fine deletes the data
I creed
We wouldn't want future robots learning the wrong thing
John wich
Npr news dirching
China
