How AIs, like ChatGPT, Learn 

Lets be honest, this is a more sensible and genius rebranding than Mark did with facebook.

Brilliant use of renaming to get videos back in the algorithm.

For a second I was wondering how he made ChatGPT 5 years before it was released

A moment of silence for the bots that didn't make it

This would be substantially more terrifying if the bots weren't drawn to be so cute...

Did this guy just rebrand his how bots learn video from 5 years ago to get that chat gpt hype

I must say, five years later, ChatGPT is making big news. They must have learned a lot watching us watch CGP Grey

Imagine scrolling through RU-vid and suddenly seeing a video recommended with the message "Please watch this, or they will delete me."

*Dog in a bee suit.* *A.I: yeah, that's a pretty legit bee*

The audacity to retitled this video for the chatgpt hype I respect it

I was like "Was ChatGPT around 5 years ago?" And then I realized he just renamed how robots learn lmao

making the bots look adorable and harmless is how we end up with skynet

"Teacher bot can't teach but teacher bot can test" Sounds familiar

Was this renamed to appeal more to search results today?! Damn.

CGP Grey is in another dimension of smart. Rebranding the video for the GPT hype and getting engagement from people noticing it.

5:48 Lately almost every “are you a robot” quiz I’ve gotten had been for either crosswalks or stop signs, I didn’t even think about it until I watched this!

I've definitely been assigned to some "special" RU-vid bots

you got me with the retitle Grey, you smart bastard

Last time I watched it, I saw another tech-looking thumbnail, out of ordinary. The title is How AIs, like GPT-4, learns (I could be incorrect tho) And before that I also saw the video years ago but it’s probably something like “How Machine Learns” Damn CGP Grey, you want us to watch the old video. You should have a medal from taking advantage of YT algorithm.

So it's literally just throwing shit at the wall until it sticks on an incomprehensibly massive scale.

CAPTCHA: Select squares with *Stop sign* Me: "Selecting the wrong ones" Future Autonomous Vehicles: Well, here we g...

Babe, wake up!! New CGP Grey vide- oh never mind.

CGP Grey, you sneaky bastard

"Teacher bot can't teack but teacher bot can test." Yea that pretty much summarizes my whole school experience

Wait so your telling me that if i dont watch all my recommended videos some poor algorithm bot will be sent to the slaughterhouse?

Clever play grey, very clever XD

Clever rebranding sir, clever rebranding

"Teacher bot can't teach, But it can test" Did you just explain the entire American School system?

So machine learning is just mutation+natural selection on an absolutely enormous scale, then! Watching this reminded me of how bacteria gain resistance to a drug.

i love how the renaming proves the point in the video

Smart rebrand their grey

"Teacher bot can't teach, but it can test." *LMAOO literally my teacher*

My algorithm bot seeing me watch this video: *sweats nevously*

incredible rebranding grey

"I don't know how it works, it just does." -Charles Botwin, _On the Origin of Bots,_ about the theory of robotic evolution and artificial selection

I’ve watched this so many times and every time the ending gets me

Hell yeah grey get those trending topic clicks!

sneaky sneaky grey

so then the bot that recommended me "cutest moments in anime" is going straight into the boiler room

5:35 If every time I get a "are you a robot" question on the internet I'm training robots, then there are some very messed up bots in this world now.

I see your tricks of updating old videos grey

I didn't know ChatGPT existed five years ago

"Magic is just science we can't understand." I firmly stand by my belief that computers are becoming literal magic.

This is simplified perfectly. Not too much information so that people don’t understand, but not too little that it makes my profession seem like an overpaid typer.

A nice sensible retitle.

i love the titiles this video has had over time

Teacher bot:"pretty good" Builder bot: *BUT NOT GOOD ENOUGH* *kicks student bot into furnace*

“Teacher can’t teach.. but teacher bot can test” Just like real life

Sneaky sneaky cgp 🐝

A note: the method of training bots here does work, and is used in many cases, particularly when you're training bots say to play games, for which the test is somewhat expensive to make. For bots that do say classification, a somewhat different method is used, that's called "gradient descent". It's similar to the evolution (random change and test) shown here with a specific insight: if you make a small change, and the bot improves, then it stands to reason you should do more of that change, or do that change multiple times. Gradient descent tests the kinds of changes that improve the bots, and then does more of the change that works best (it can also be understood as the 'direction of most improvement', which is by definition the gradient, hence "gradient descent"). This extra insight makes improvement significantly faster.

“Teacher bot can’t teach but it can test” of course it’s a teacher

3: 3-shaped *"yes, the floor here is made out of floor"*

POV: you saw the video was from 5 yrs ago, and is confused if ChatGBT is that old

he rebranded the video to chatgpt

"Hey, if you have an infinite amount of monkeys banging on keyboards, eventually one of them will produce Shakespeare" Computer Programmers: "Hmmmmmm..."

The little bots are so cute at least at the end

i thought this was a new video for a sec

Cheeky, Grey, cheeky hahaha

Dear god that ending was sad

This is horrifying and interesting at the same time

Brilliant renaming makes me rewatch this, thanks :)

"Oo! New CGP Grey vid in my recommended feed!" ... "Wait a minute"

So... the next time you get recommended a CGP Grey video and you either dont watch it all the way through or dont even click on it, a poor learning bot dies. So sad

Omg he also has podcasts I can listen to in the background while I'm tidying up my allroom or whatever

Fairly re-naming a video to get better algorithmic placement is a big-brain move. Well done!

It's crazy how CGP Grey knew about ChatGPT and BingChat 5 years ago!! Never ceases to amaze me!!

ill watch youtube endlessly just to keep that one bot monitoring me alive. Stay safe lil buddy

I am going, to be honest. This video is what got me interested in machine learning for the past year. I've learned so much stuff since watching this and I just want to thank you, CGP Grey. In fact, this video basically picked my career choice for me. It's so amazingly made, and I just want to thank you for making this.

The algorithm worked. Just seeing ChatGPT on a video 5 years old definitely caught my attention. Bravo sir. Bravo.

When I clicked this: “Wow, a new Grey vid!” When I saw the upload date: “When did ChatGPT release again?” When it clicked: “Did this man really rebrand this 5 year old video???”

The student bot brought me here so he wouldn't be killed

The only reason why we aren’t a super society is because I always choose conflicting things on RU-vid and Netflix, and intentionally fail those picture tests to slow down progress

DUUUUUDE I was wondering how the hell this was posted five years ago, before ChatGPT was a thing. For a second there I thought I pulled a quantum leep or something. Grey my friend, you are an evil genius

For anyone curious, I asked ChatGPT 'What is the difference between a bee and a 3?', and it responded: "A bee is an insect that belongs to the order Hymenoptera, while a 3 is a numeral that represents the quantity three. In other words, a bee is a living organism, while 3 is an abstract concept used in mathematics and other fields to represent a specific quantity. They are completely different things and cannot be compared directly as they belong to different categories."

Bot slaughterhouse sounds like a great metal band

Liked. Commenting now. Already subscribed. Have just belled. I'm setting up a twitter account as we speak. And will make sure all your podcasts play on an endless loop in my hallroom, 24/7. Bot master must be appeased.

I thought ChatGPT was invented in 2021, and yet I came across this video from more than 5 years ago, nice 😂

He updated the video to include a reference to Chat GPT. Nice.

teacher bot cant teach, but teacher bot can....TEST!

“If your friends jumped off a bridge would you do it to?” Machine Learning Algorithm: Yes

I am fully aware that this is the "How do machines Learn" video from 5 years ago but I am going to watch it again because it is an amazing video!!!

Clever. Both grey rebranding the video and the tech.

The bots at the end are adorable but also really unsettling.

The end killed me!

This video came out when I was 13 and I remember it coming out and being so exited for a new cgp gray video, and now I feel the same and continue to go back and watch all these older videos as if they just came out yesterday. Keep up the great content!

This dude is a genius, he renamed the video for the algorithm.

That's so cool! The RU-vid demonetization bot needs to be recycled.

"It just works" - Todd Howard

My guy dug up and renamed a 5 year old video instead of just making a new one to explain chatgpt. Brilliant

I see what you did there!

Honestly this has been the only time I've heard someone ask to click the bell and I've thought "actually that's a good idea" You win this round, bots

We are essentially seeing the process of *millions* of years of human evolution progress over the course of a single lifetime. It constantly blows my mind. What a time to be alive.

Clever, Grey. Very clever.

I'm not even mad at the rebranding. Make that money

Fun fact: the youtube algorithm of "make them watch as much as possible" means that if you ever look for tutorials, YT will recommend the shittiest one. Think about it: a good tutorial is short, clear, concise, and doesn't make you look for another one. A bad tutorial that makes you click for more tutorials in an effort to actually find one explaining thinks is great in the eyes of algorithm-o-bot.

damn my student bot is lucky i keep youtube open ALL the time he s probably the algorithim by now i m so proud of him

Gotta appreciate one's ability to refurbish 5 years old content like it's brand new.

"like Chat GPT" Cheeky bugger.

"The algorithm brought this video for you" Me : No, I just search this on his channel