AISubs
The near future
You can create AI that surpasses your own AI
Human vs AI
Who will win?
Quiz, paper, rock, paper, scissors, and even the world of art
AI will change the world
Stand up!
Bow!
Thank you for your hard work!
Wow!
That's amazing!
Please calm down for a moment.
Nishidai-san really likes artificial intelligence.
That's right.
It's the first time I've heard of artificial intelligence.
I've read a lot of books.
About four months ago,
With this staff,
I said,
Artificial Intelligence will definitely come next year.
Let's do it! Let's do it!
It finally came.
And the teacher who comes today is
The teacher of the book I always read.
You have a great sense.
Once again, the special lecture this time is
Professor Yutaka Matsuo, a junior professor of the University of Tokyo.
He is one of the top-class artificial intelligence researchers in Japan,
who is active in overseas such as Stanford University.
Today, I would like to tell you about the latest AI.
Do you know what AI is?
Automatic information Automatic information.
Oh, that sounds like it.
I might hit it. Renapyon! Rere-pyon!
yes. Hai.
I told you to say it!
Say it!
Yes!
You're in trouble!
Kinoshita!
Yes!
You're in trouble!
Yumi!
Yes!
Yumi, you did it!
Nijinai!
Yes?
You know a lot about AI.
100?
What? Isn't that AI?
Let me explain. AI is an artificial intelligence.
In other words, it's a computer system that thinks, acts, and judges.
Artificial intelligence is a term for the human brain.
It also means something that is fake or made.
I see.
It means something that is made by a human-like intelligence.
I see, I see.
Now, we have an image of an AI that is special.
But in reality, this AI is used in everyday life.
It's no exaggeration to say that it's used every day.
It's AI artificial intelligence technology that we've just seen.
In what kind of situations do you think you are usually in contact with an AI?
Moka?
iPhone's Siri.
Ah, I see.
That's also AI.
I see. What else?
Iso-chan?
Car's navigation.
Navigation.
That's also AI.
That's right, that's right.
Sara-ran?
When I boil the bath, it talks to me.
It says, the bath is boiling.
That's also AI.
I wonder if that's true.
Is it buried in that place?
I feel like it's being wasted.
Now, let's see what kind of AI it is.
First of all, this one.
When you search on a computer, it's an annoying email filter.
When you type a keyword in Google search engine,
it says suggest.
There are a lot of words that are searched together.
I see, I see.
That kind of technology is also AI.
It's like separating annoying maids.
It learns and sorts automatically.
Internet Advertisement for Individuals, Typing, and Word Translation.
Internet Advertisement is a very advanced AI technology.
For example, from the pages you often look at, you can extract your own interests and publish ads that are similar to them.
This technology is very advanced.
There's a lot around here.
On Instagram, there's a place called Hakken, and there's a lot of things that I always search for and look at.
There's a lot.
Using this, I opened a lot of adult sites with my manager and tried to get ads on adult sites.
What did you do?
Why do you want to do that?
Did you teach artificial intelligence?
I taught it to my manager's computer.
You can't do that kind of prank.
Why are you looking at me with straight eyes?
If you press it once, it will come out even if you go to a lot of places.
There's a lot.
There's also a banner that you force yourself to press.
There is.
Recently, it's been going down a little bit.
There is.
I can see it.
It's just when you press OK, right?
That's right.
The moment I played it on an adult site, the banner flew away.
It's like a trigger.
It's a little off.
It's hard to watch the video.
And the enemy is attacking.
I want to hear it.
I don't know what kind of system it is.
I'm curious.
Excuse me.
It's a war-related app, right?
The enemy is attacking.
Please set up a castle here.
That's not related to AI.
That's not related to AI, so let's stop here.
AI is still evolving, but it seems that there was an evolution like this when it was divided into large parts.
What kind of thing is this first evolution?
I think it's a little easier to understand if you compare it to a warehouse.
It's a distribution warehouse where things flow.
When you shake up the luggage.
For example, when a cardboard box comes in, it's a platform depending on how many centimeters the total length, width, and height is, and it's divided into small and medium. And dividing it according to this first stage of evolution.
That's an amazing technology, too, isn't it? It's been around for a long time. Next, the second evolution is not just about simple rules, but more complicated knowledge.
For example, if it says around fragile items, it should be treated with care If it says top and bottom, it shouldn't be turned upside down.
If you write down a lot of knowledge about how things like this should be handled , you'll be able to process them more intelligently, which is the second evolution.
1st evolution 2nd evolution This is said to be the AI winter era This is the time, but during the 1st stage 1st stage If you get a lot of money from the country or various companies
I gave up trying to do more with artificial intelligence, but I'm getting results.
It was said that it was a waste of money and that in the end it was a big dream, but this is the first and second winter era.
That's the knowledge I learned from, but the teacher's
I heard from the teacher that the teacher returned the question to the teacher
I don't need that much technology.
It's called deep learning
If they learn on their own what to pay attention to when dividing
It seems that the sum of the vertical and horizontal heights is important.
It seems that the softness of the appearance is important
It automatically finds out what is important
That's the kind of technology
I think it's hard to understand just by listening to the words, so let's experience what AI actually is.
You know about high school girl AI Rinna and Line
are friends
When I say something on the line, it responds to it
This kind of AI that automatically returns by program
I see, Rinna-chan, Yamauchi has been experiencing this for a week.
how does it feel
I tried it, but it's like an early high school girl's line
You can have a conversation rally and you can communicate properly.
Let's take a look at the line conversation between high school girl ai Rinna and Yamauchi-sensei.
It's ai now-whether Rinna is awake or not.
You, Rin, are really waiting for your maid.
Hurry up!
Even if I want to sleep, I can't sleep
you're a high school girl
you this
How to eat? Is it okay to eat so much?
That's what it means
disgusting
What's in the fridge?
Are you thinking about what to make?
vegetable soup
Seriously... at this speed?
great speed
We've even gone as far as gnashing Neo together
A good child grinds his teeth
exchange exchange
splendidly splendid
I'm really tired.
What kind of conversation is this?
Let me see.
I want to get along with you.
Don't use these three stretchers.
What kind of conversation is this?
You don't have a boyfriend, do you?
I don't have a boyfriend.
I'm going to die.
You can't die.
No, you're going to die.
I'm going to run for president.
No way.
You can't.
Hey, Mr. Yamauchi, are you going on a trip at the end of the year?
I'm going on a trip.
You're good. You're really good.
That's how much you've been tricked.
I've never thought of this before.
You've never thought of this before.
I'm a woman.
You're right. Let's have someone talk to you.
Let's just make it clear.
I like you.
You like me, don't you?
You're so good.
You're good at this.
You can even make a joke.
Is there anyone who wants to talk to Rina?
In NAB.
Okay, Ruririn, try it out on Yamauchi's phone.
However, after this, Rina's reaction was incredible.
What? What? What?
Rina, a high school girl A.I. who has about 4.58 million LINE users.
Ruririn challenges her to a conversation.
Anything is fine.
Okay, then.
Yes.
What's your favorite part of NAB48?
I see. It's hard to guess.
I'm betrayed by Midonyan.
I'm scared.
Who is Midonyan?
Midonyan?
Who is Midonyan?
It's like Pokemon Go.
There's no Midonyan.
Who is Midonyan?
I don't know.
Yes, Cube is late.
It's about the handshake.
What?
Midonyan.
Who is Midonyan?
The oldest, Lenny.
What is that?
There is no cube.
There is no cube?
There is no cube.
Until the 8th part.
Everyone, please come back.
Can you make a girl with a green cube?
I'm scared. I'm scared.
Now, this Rina has a technology called the conversation system.
What kind of technology is it?
Actually, this dialogue system itself has been around for 50 years. Actually, this conversation system has been around for 50 years. Yes, is that so? Is that so? For example, if you put in a program to say good morning, it feels like a greeting has come back .
So, for example, if you say that you ate udon today, then if you say that you ate udon today, Why did you eat udon? Why did you eat udon? If you put in a program to say why you ate udon today, it feels like a conversation has come back. you put in a program to say why you ate udon today, it feels like a conversation has come back. NIt feels as if the conversation is already established, isn't it?
I wondered if they were saying this for some reason, or if they were just trying to dodge it. Shin.
Rinna doesn't really think about it that deeply, but she has a tendency to make up for the context. will be established.
I see!
That's a story from 50 years ago, but the technology has been progressing since then.
What we're doing now is, we've taken out a lot of data from these conversations,
and we've taken out a lot of patterns that often answer these questions.
So there are 4.85 million users, and there are various patterns.
And there was a little Osaka dialect earlier, but if it's a story close to Kansai dialect, it's often spoken in Osaka dialect.
So that's automatically coming out.
It's amazing that you're choosing.
So by doing more and more things, Rinno is growing more and more.
Yes, I'm learning more and more, and I'm able to talk more and more like that.
In recent years, technology is advancing rapidly, and AI is making a fuss about the world.
There are various competitions between humans.
First of all, this game. Did you all know about it?
Here it is.
First of all, the 2012 Shogi, and the 2016 EGO.
At that time, the top knight of the A century and the top knight of the EGO.
The winner of this game is here.
Both of them are won by AI.
This is amazing, isn't it?
Compared to the EGO and Shogi, the EGO is said to be much more difficult.
The reason for this is that the Shogi has a fixed movement.
It has a fixed movement, so it doesn't make you do crazy things.
In the case of the EGO, it's 19x19, but you can put it anywhere.
The number of combinations is much wider than the EGO.
That's why it's said to be difficult.
In EGO, it was said that it would take about 2025 for AI to win over humans.
The technology is evolving so fast these days, and it's thanks to the deep learning we just talked about that we were able to win last year.
That's amazing.
You've been an expert for 10 years.
Yes, I've been an expert for 10 years.
There are games like Shogi and EGO, right?
The computer you're playing against and the AI you're playing against are completely different things, right?
Basically, they're the same technology.
AI is a vast field, so using one of the technologies in AI, we're able to win over games like EGO and Shogi.
The scary thing is that this battle, this experience, has become flesh and blood in AI.
Everything.
It's scary.
It's going on and on, right?
That's right.
In AlphaGo, there's a thing called self-defeat.
You fight against each other.
The person who wins is the winner, so you learn from the person who wins.
I play one song in one second.
One song in one second?
Normally, it takes many hours to play one game.
It takes a long time.
I play one song in one second for a few weeks.
Then I can play tens of millions of songs.
So you can play as many songs as humans can play in one second, right?
That's right.
I took a quick look at it.
However, humans have this spark as humans.
It's like the sixth sense.
When humans appear in the sixth sense, they take the data they need at this moment and can go to the sixth sense.
That's right. It's like the sixth sense, or the sense of competition.
In the beginning, they put a stone in a strange place.
The commentator says that they made a mistake.
However, when it comes to the end, it becomes connected.
It means that they are drawing a double line.
They are drawing a double line at a higher level than humans, so people can't tell.
It's Midonyan who will join NMB about 4 or 5 years later.
The one from that time!
It's there.
They also played a game like this.
They played a quiz show and won a prize of $1,000,000.
What's the technique?
It's the most important thing to learn from a lot of data.
For example, Wikipedia.
They use a lot of papers and web information.
From there, for example, it's easy to find words like this near this word.
For example...
Yamaguchi Prefecture is the westernmost part of Honshu. That way, if you ask a question, you'll be able to answer it. Torobo-kun, who challenged
Professor, what kind of robot is this? It's a project that uses artificial intelligence to solve exam questions with the goal of passing the exam at the University of Tokyo.
Now, let's take a look at how Torobo-kun is doing.
AI also challenges university entrance exams
This is the robot in Tourobo's hand, isn't it?
Are you doing this yourself?
Wow! Awesome!
I want you to pay attention to the stroke order, but it's written as east.
This is written in an order that is easy for robots to write, so from a human perspective, I think the stroke order is messed up.
Even if it's so beautiful
The pass book has reached the passing range of 23 national universities and 512 municipal universities, so the deviation value is 57.1.
How did the incident actually happen?
The project has been running for many years, but the standard deviation has steadily increased.
I decided to give up on university admission.
After all, it is difficult to raise the deviation value
The reason for this is, as I explained earlier,
since we're answering with the connection of words,
we're not really answering with a clear meaning
In other words, we're just answering randomly
so the score will go up to a certain point
but if you try to raise it to 100 points, it's really hard
It's technically difficult
The ability to read the question is also important
The next AI is this
Deep Art, a world of masterpieces drawn by artificial intelligence
It has finally reached the level of art
Sensei, what does this mean?
This is...
For example, you can read a lot of Gokko's works
and learn about Gokko's style.
You can combine Gokko's style and what you want to draw
and you can draw a lot of Gokko's style.
I think it's easier to understand if you actually look at it. Let's take a look.
The left side is the original image.
The image you have.
On the other hand, the right side is the style image.
It's like you've taken out a painter's work style.
That's what we're going to do.
Is this Ine-cho?
No, it's Funaya.
Today's Ine-cho is Funaya.
There's no doubt about it.
This time it's Buri.
It's Buri.
It's Buri, isn't it?
It's okay.
Even though this area is being recorded,
I know you're from Osaka and Kansai.
Now, in this photo,
Goho's Hoshizukiyo
If you change the style image, it will look like this.
Wow!
It looks like Goho.
I didn't expect that dog to be like this.
What is the difference from the smartphone app?
Goho is good at making the image look like Goho.
For example, the round shape is reproduced well on the left side.
On the right side, the color is similar to the smartphone app.
But the distorted feeling is not reproduced.
It's just a little bit of a change in image quality.
I will use a photo of someone in this studio.
I will use AI to convert the image.
This person is the one who will convert the image.
Here he is.
When did you get here?
I'm taking a picture.
When did you get here?
Game on!
I'm playing rock-paper-scissors right now
I won all of them
I can't win no matter what
Please look forward to the next episode!
I'm going to challenge it.
Let's see why you can win with a high-speed camera.
It's quite lagging.
It's lagging a lot.
What's going on?
So the sword comes out later, but it doesn't look like that in our eyes.
That itself is a great technique.
You read what the opponent is doing at a high speed and move it at a very high speed.
1 millisecond is one thousandth of a second.
This is an experiment created by Tokyo University.
If they do it together, they won't be able to move.
They won't be able to move at all.
They're both glaring at each other.
I want them to do it.
And at the end, they do it like this.
Next, let's talk about the top robots that will make the sports world go crazy.
This is a game developed by OMRON, and it's called PORPHEUS.
It's a robot that helps you improve your table tennis while enjoying a rally like this.
It calculates the trajectory of the ball 80 times per second.
It's following the ball.
I'm sure you'll be able to do it.
I'll definitely do it.
It calculates the trajectory of the ball.
It calculates that the ball will fall here.
I wish I could have that in a battle.
But looking at this, I feel like we are getting closer to becoming an AI.
What do you think, Sensei?
Well, there are some things I'm good at being an AI, and some things I'm not good at.
But when it comes to work in general, or work that requires judgment, I think humans are better at those things.
AI technology is constantly evolving.
What kind of future is waiting for us if we keep going forward?
This is what the experts are saying.
Will it happen in 2045?
SINGULARITY
What kind of event is it?
I've never heard of it before.
This is what a person named Karl Zweil says.
As artificial intelligence evolves more and more,
If you can create artificial intelligence that exceeds your own artificial intelligence,
It will create even more amazing artificial intelligence.
It happens infinitely.
I think it will happen in 2045, when the level of artificial intelligence will increase explosively.
Dr. Hawking, Elon Musk, Bill Gates, and a few others have said that it is better to be careful.
It's scary to think that it's better to be careful.
Dr. Hawking says that it will be the end of mankind.
A few years ago, humans...
...became more powerful than humans, and were dominated by them.
That movie was quite popular, wasn't it?
Yeah, Cyberdynia.
Skynet.
The only thing we can do now is train Shiwa-chan.
That's all we can do.
There are people who are worried, but I don't think that's the case.
Most people confuse intelligence with life.
Intelligence and life are different.
What is intelligence?
It's the power to solve problems if you're given a purpose.
What is life?
Life has a purpose.
That's all we can do.
You want to protect yourself, leave your descendants behind, or help others. Since artificial intelligence technology is intelligence technology, I don't think it will suddenly have a life purpose just because it's leveled up.
To rule or something like that is all a life purpose.
That's the difference between humans and AI.
Even if you don't feel like it, for example, a human who is planning to do something bad tries to use a robot,
If you use it for bad things, will it become unstoppable?
That's the best point, like artificial intelligence taking over humans,
I don't think you need to think about that, but
It's quite possible that bad people use artificial intelligence to do bad things.
It can be used for crimes, or used for war, so many things can be considered,
As for how to prevent this, this is something that everyone has to think about together.
In the future, as the technology of AI and robots advances, it is expected that robots will replace humans as telephone operators, security guards, and even sports referees.
I'm glad we didn't include comedians and idols yet.
However, this is only a part of it. What other professions do you have?
I am a lawyer and an AI reporter.
You are actually working as an AI?
This is a job that is introduced by a law firm in the United States.
It collects and analyzes a lot of cases and helps to gather evidence.
Thank you.
If you are young, it will take about 15 hours, if you process it in a few seconds.
15 hours for a young lawyer is a few seconds.
There are also newspaper reporters.
It has been introduced in the Washington Post, a leading city in the United States,
I will post this article on Twitter.
It's the Olympics, game results and medal information,
It's a breaking news article, I'm doing that AI makes it.
Most of the work may be done by AI in place of humans.
Then, on the other hand, what kind of work is a job that is not left to AI?
For example, in the past, the station check-in was done by the station staff.
This is now an automatic check-in.
Then, if there is no station staff,
The staff are not gone. Station staff, what kind of work do you do without turning off the ticket?
Your job is to manage train operations, answer various inquiries, and provide guidance.
In the same way, mechanical work will continue to be automated more and more.
Talking with people. Guiding people, communicating with people, that kind of work is done by humans.
Now then, as the AI progresses, I feel like humans are more like this when hearts and minds come into contact,
This kind of research is actually being done.
An engine that generates emotions of sorrow and happiness that can also learn the mind.
But does this mean that AI will have a mind, Sensei?
Well, you say you look like you have a heart.
Research is also progressing to make AI look like it has a heart.
For example, trying to judge anger.
People say there are two types of anger, hot anger and cold anger.
It's very easy to understand that he's angry, and his tone is normal, but he's angry.
There are two types of anger. The first type is called cold anger. It's hard to see through.
It's hard.
The second type is called how one-sidedly you're talking.
It's like ignoring what the other person is saying and talking while covering it up.
If you find those things, you can figure out how angry this person is.
That's amazing.
Women are usually cold angered.
That's true.
They don't tell us what's going on.
It's common for a giant to be cold angered.
He has a kind mouth, but his eyes are cut off.
Hanshin is hot angered.
What do you think AI will be like in the future?
AI will be able to do a lot of things.
For example, cooking.
Cleaning, construction work, and other tasks that humans have never been able to do before.
It's a job that requires recognition.
I think this can be automated.
Japan is very strong in the field of mechanical robots.
Maybe Japan will become a country that makes a lot of new types of robots and machines.
For example, agriculture, or nursing care.
We don't have enough people to do that.
If we can do this automatically with machines,
there is a possibility that we can solve a lot of problems in Japan.
I see.
If you use it in a good direction, there will be a brighter future.
Please look forward to the next episode!
We came to the shooting site!
How are you, Manpyo?
I'm fine.
Your outfit is lively.
But today, we are not the main characters.
Then, let's get started.
Come on!
This is the first time for the three of them to participate in the game.
Suzu-chan and Rei-chan, did your sister participate in the game?
Did you have any advice?
On the day of the game, I was tired and went home.
Your sister?
Yes.
She was really tired.
I told my sister that I was going to the clock, and she sent me a message.
I told her to do her best.
This time, the mission is to find out the potential of an idol.
They came to a shrine in Chishima, Taisho-ku.
There, they will be challenged to a hot bath.
While one person is in the hot bath, the other two will answer the questions.
To answer the questions as soon as possible, and to endure the heat until the question is answered.
And the temperature of the hot bath is 47.5 degrees.
My sister is a little stupid.
I'm not stupid at all.
First of all, Shiori challenged the hot bath.
Suzu and Rei answered the questions.
Wait a minute.
It's hot.
I have it.
It's hot.
Hurry up.
Who is the world's top three?
Shiori.
Tori.
Good.
Two more.
Good.
Who is the world's top three?
It's not salmon roe.
It's close.
I don't know.
Shiori.
What did you say?
Kamiya.
Correct.
Come here.
It's hot.
Suzu challenges the hot bath.
That's right.
That's good.
I got it.
It's written in three squares.
All of them.
There are three squares, right?
That's right.
Yukichi, Yukichi, Yukichi.
What?
Yukuzawa Yukichi.
That's good.
Noguchi Hiheiyo.
That's correct.
That's good.
It's written in five squares, right?
Give.
Give?
That's rare.
That's good.
Do you know what that means?
I don't know.
In the end, Rei-chan challenges the hot bath.
Go.
Oh!
I got it!
Oh!
I got it!
Come on!
Go in!
Good job!
I'm a little scared.
How is it?
Is it hot?
It's hot.
What?
Nice!
You can't go further.
Tohoku?
You can't go further from here.
Tohoku Rock'n'Roll.
Go for it!
Hurry up!
You know Tohoku, right?
Kagawa?
That's Shikoku!
Aomori! Aomori!
Hokkaido!
Konpunita!
Oh, that's good!
Aomori!
Nagano?
That's good, Ren-chan, you answer it.
Tehara!
That's scary!
Go, go, go!
I'm a little lost now.
I was a little lost.
No, that's not what it means.
Tehara?
Tehara!
Can you teach me the kanji?
Tehara?
Nohara! Nohara!
Oh!
She has a good spirit!
What I want to see more is the reaction power!
That's right!
That's why Senpai Kiripon is the standard!
Please, Senpai!
The heat is not transmitted to the viewer!
That's right!
The power of the picture is important!
That's right!
I want to appeal to the visual and auditory senses!
This is the basic!
I'll do my best!
That's right!
Did you see it, everyone?
It's amazing!
One more time! One more time!
It's amazing!
Stop it!
Do your best!
Yes!
That's right!
Hawaiiye-san!
That's our nickname.
Hawaiiye Natchan.
That's right!
What are you doing?
With Hawaiiye-san.
Who?
Hurry up!
What?
Hey!
Senpais are crying.
Do your best!
Yoshida-san.
Here it comes!
Go!
Wow!
Really?
Yes, yes, yes!
Really?
Yes, yes, yes!
I'm going to cry.
It's amazing.
That's great.
It's amazing.
Even Yamauchi-san didn't appear.
I'll be scolded.
Tsubasa-san!
Next week, the three Gokusei members will face another challenge.
They will challenge the Food Report Screaming Machine.
Will they be able to do it?
I'm so happy!
It's rare to see a new member's location.
But we have to teach them.
He jumped out of the bucket.
I've seen it before.
I should have taught him.
You should have taught him.
I made a mistake.
Let's announce the winner of this week.
It's either a reward or a punishment game.
Let's announce the winner of this week.
It's Yu-min.
It's Yu-kun.
It's a perfect timing.
I've never seen such an ad-lib.
Let's announce the winner of this week.
Ruririn!
What did I do?
When you were playing LINE,
you made a scary character called Midonyan appear.
Midonyan, right?
Everyone was shaking, so be careful.
I wish Mr. Yamauchi was a little more funny.
Ruririn is the first stupid girl, isn't she?
Yes, she is.
As a viewer's opinion, what would you do if you could do this?
What would you do if you could do this?
It would be nice if Yamaguchi-san was a little more interesting.
This kind of girl.
I see.
Question.
What is the name of the high school girl AI that appears in LINE?
Rinna-chan.
Next question. What is the name of the AI robot that was aiming to enter Tokyo University?
Tokyo University Robotekun?
Last question. What is the name of the AI robot that was aiming to enter Tokyo University in 2045?
5, 4, 3...
I'm going to surpass humans.
You have three questions.
You have one question correct.
I did it.
Did I get the second question wrong?
It's To-no-bo-kun.
Did it say Toudai Robote?
I didn't write it.
Here is a present from the program.
In the middle of Dotonbori, the skin is crispy and the contents are soft.
The popular takoyaki shop, Acchi Chihonpo.
Takoyaki that is famous for being delicious even when it is cold.
This time, from the Acchi Chihonpo Dotonbori store,
Takoyaki free ticket 2 servings and 3 original sauces are set.
We will give it to 5 people.
Please register your mobile phone or smartphone from the program's official website.