How AIs, like ChatGPT, Learn
How do all the algorithms, like ChatGPT, around us learn to do their jobs?
Footnote: • How AI, Like ChatGPT, ...
Thank you to my supporters on Patreon:
James Bissonette, James Gill, Cas Eliëns, Jeremy Banks, Thomas J Miller Jr MD, Jaclyn Cauley, David F Watson, Jay Edwards, Tianyu Ge, Michael Cao, Caron Hideg, Andrea Di Biagio, Andrey Chursin, Christopher Anthony, Richard Comish, Stephen W. Carson, JoJo Chehebar, Mark Govea, John Buchan, Donal Botkin, Bob Kunz
/ cgpgrey
How neural networks really work with the real linear algebra: • But what is a neural n...
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Lets be honest, this is a more sensible and genius rebranding than Mark did with facebook.
@OmDahake
Жыл бұрын
Yep
@vCarpo
Жыл бұрын
I thought for a second that he knew about chatgpt 5 years ago and got excited
@assemblycat
Жыл бұрын
same, i found this super smart
@edk.2045
Жыл бұрын
except this explanation doesn't actually apply to ChatGPT or most modern AI models these days, those rely on a lot of complicated math stuff and not just natural selection although the rebranding was a power play it is likely just going to misinform people
@jerryy147
Жыл бұрын
true
For a second I was wondering how he made ChatGPT 5 years before it was released
@alyssert1743
Жыл бұрын
same, but then I took a glance at the comments section and it all made sense
@thejackbox
Жыл бұрын
yeah, felt a little manipulative tbh
@mrperfectcell1350
Жыл бұрын
@@thejackboxkinda true
@dat_fast_boi
Жыл бұрын
@@thejackbox yeah it's quite clickbaity when I saw this in my recommended, I was thinking "oh was ChatGPT a thing 5 years ago but just not as big as it is now?", not "oh I wonder how algorithms like ChatGPT work", mainly because I already generally know how algorithms work.
@ChuckSploder
Жыл бұрын
XD yeah
Brilliant use of renaming to get videos back in the algorithm.
@boluaygepong5920
Жыл бұрын
For real 😂😂😂
@Luredreier
Жыл бұрын
Yep, was really surprised to see this again. But honestly, this really was brilliant. :-P
@Cebalrai234
Жыл бұрын
That has to be a real KZread move
@boluaygepong5920
Жыл бұрын
it’s still as accurate as ever
@stanleyfung5529
Жыл бұрын
CGP seems to understand how the algorithm works
Did this guy just rebrand his how bots learn video from 5 years ago to get that chat gpt hype
@superprobablylevel
Жыл бұрын
Algorithm King
@zoomerguyyt
Жыл бұрын
@@superprobablylevel fr
@dendiepie1547
Жыл бұрын
Ye
@ToxicAtom
Жыл бұрын
That's just how the system works
@deleted-something
Жыл бұрын
Fr
A moment of silence for the bots that didn't make it
@zachzent8287
6 жыл бұрын
Mahir Cave.
@timbeaton5045
6 жыл бұрын
All Bots Lives Matter!
@joevace8390
6 жыл бұрын
some of them deserved it for recommending me "pranks gone wrong gone sexual" videos from watching cooking recipes
@trailmix7033
6 жыл бұрын
Mahir Cave i thought this was a robot holocaust video
@jarrod752
6 жыл бұрын
Funny thing is most of them probably didn't even make it past a moment of life :D
"Teacher bot can't teach, But it can test" Did you just explain the entire American School system?
@yshwizbziwbxisbwjsjsbz
6 жыл бұрын
Hugotistical Yes
@Dm5messerly
6 жыл бұрын
Ba bum chhhh
@anthonyeaton9049
6 жыл бұрын
The whole theme of "not actually knowing the core issue, merely succeeding on tests" really drives it home.
@tannershackelford27
6 жыл бұрын
Yep
@jongyon7192p
6 жыл бұрын
and if they fail the test, they go into the fire. sounds about right!
I must say, five years later, ChatGPT is making big news. They must have learned a lot watching us watch CGP Grey
@Luredreier
Жыл бұрын
ChatGPT *does* have a teacher bot, but they didn't kill all of his classmates unlike in this video. Instead teacher bot was punished or rewarded based on how well it guessed what output from ChatGPT we humans would prefer. Then it would punish or reward ChatGPT based on what teacher bot *thinks* we want, rinse and repeat till we got modern ChatGPT and Bing...
@kenthsaya-ang3718
Жыл бұрын
CGP-T Grey
@H0RIZ0N365
Жыл бұрын
He renamed the vid lately to push it into the algorithm again
@LordDomielOfElysium
Жыл бұрын
@@H0RIZ0N365 It’s working
@TheFlopped2979
Жыл бұрын
@@H0RIZ0N365 r/woooosh
The audacity to retitled this video for the chatgpt hype I respect it
Imagine scrolling through KZread and suddenly seeing a video recommended with the message "Please watch this, or they will delete me."
@user-ow9uo8mc4f
3 жыл бұрын
oh... ...no... 😟
@elodaszodi1312
3 жыл бұрын
That'd be borderline sentinent. Brrr... :D
@admiralhyperspace0015
3 жыл бұрын
That is so terrifying.
@realimereads2707
3 жыл бұрын
They learnt how to play on human emotions just like actual people. I wonder if this starts a philosophical question as to whether it is ethical to dismiss the video in the chamce that they are truly sentient.
@heksariusl8916
3 жыл бұрын
I would watch it
making the bots look adorable and harmless is how we end up with skynet
@-haclong2366
6 жыл бұрын
Skynet > advertisements that aren't catered specifically to my delicate needs.
@Choujeen
6 жыл бұрын
Kawaiinet
@jalleonothing5946
6 жыл бұрын
I agree.
@jonathanramos1792
6 жыл бұрын
ComradeWarbear true
@dgomez112
6 жыл бұрын
You’re getting paranoid, maybe you’ve watched too many of grey’s videos...
I was like "Was ChatGPT around 5 years ago?" And then I realized he just renamed how robots learn lmao
CGP Grey is in another dimension of smart. Rebranding the video for the GPT hype and getting engagement from people noticing it.
@imibuks-replit
Жыл бұрын
Yea
@soundscape26
Жыл бұрын
It would be better if he actually made new videos.
@Kaimax61
Жыл бұрын
@@soundscape26 why make essentially the same video, just re-title-ing the video works wonders with how youtube work.
@blidea9191
Жыл бұрын
@@soundscape26 No, it f*cking wouldn't.
@soundscape26
Жыл бұрын
@@blidea9191 So you don't want new Grey videos? Alright then.
So it's literally just throwing shit at the wall until it sticks on an incomprehensibly massive scale.
@coldfusionstormgaming1808
4 жыл бұрын
Yep.
@PhilipKaskela
4 жыл бұрын
no, it's figuratively throwing shit at the wall until it sticks on an incomprehensibly massive scale
@IDWpresents
4 жыл бұрын
In the algorithm outlined in this video, yes. It should be noted that "hot" ML stuff uses calculus to aim the shit and control the force of the throw
@combusted
4 жыл бұрын
so essentially evolution.
@jordanliu9747
4 жыл бұрын
I mean that's what got us to where we are
"Teacher bot can't teach but teacher bot can test" Sounds familiar
@Mareforyou
5 жыл бұрын
:D güzel tespit
@suruxstrawde8322
5 жыл бұрын
GLaDOS.
@aychtooo3981
5 жыл бұрын
My high school math teacher?
@pratapsinghkanishk
5 жыл бұрын
Lol ! XD
@Youuuuuu
5 жыл бұрын
Go fuck yoruself
Was this renamed to appeal more to search results today?! Damn.
@banned2911
Жыл бұрын
I think so but for a second i freaked out thinking he actually predicted the future💀
@NeDaz
Жыл бұрын
Its all just for money 😞
@epkoda
Жыл бұрын
@@NeDaz I guess you could say it was for the youtube.... _algorithm_ ...
@jonathan_8747
Жыл бұрын
yeah smart move honestly, if you can take advantage of the new massive interest in this topic with a simple renaming of a video that talks about it why would you not id do it
@key099able
Жыл бұрын
Feed feeder
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.
This would be substantially more terrifying if the bots weren't drawn to be so cute...
@MarsellaFyngold
3 жыл бұрын
Right? Especially at the end "allright. . . . the algorithm's watching. You guys know what's coming. . . . come on you guys, the bots are watching."
@superhappygamer1162
2 жыл бұрын
I love the little algorithms! So cute!
@pyramidteam9961
2 жыл бұрын
I got immediately attached to the bot with the cone on its head just to see it be incinerated minutes later
@Bxll_Bxll
2 жыл бұрын
1k likes!
@qwertystudios3815
2 жыл бұрын
I’d say that’s worse. I feel so bad!
@LookAtEachOther
2 жыл бұрын
Nice showcase
@Maximus-ch4ir
2 жыл бұрын
Makes sense
@underpussy_
2 жыл бұрын
Mogus
@mlpino7496
2 жыл бұрын
🤖🔥
@hunghua1309
2 жыл бұрын
Thanks for commenting this 4 years later I guess
you got me with the retitle Grey, you smart bastard
Babe, wake up!! New CGP Grey vide- oh never mind.
"Teacher bot can't teach, but it can test." *LMAOO literally my teacher*
@stachuvonokrutny7071
3 жыл бұрын
Haha, you will get recycled next week cause you get 0.000001 point less than someone else in ur class
@LuigiCotocea
3 жыл бұрын
@@stachuvonokrutny7071 noo teacher please no god please!
@chrono6668
3 жыл бұрын
Welcome to every school (-system) ever
@juliansfish617
3 жыл бұрын
LMAOO Laughing My Ass Off Off.
@roses2170
3 жыл бұрын
I swear I have literally the best school in the world-
"Teacher bot can't teack but teacher bot can test." Yea that pretty much summarizes my whole school experience
@akash_4769
3 жыл бұрын
Well said
@loopkill
3 жыл бұрын
Underrated comment
@RealNaisuCinema
3 жыл бұрын
If you had posted this when the video first came out you would’ve gotten thousands of likes
@builderboy0251
3 жыл бұрын
Ikr
@o_o2868
3 жыл бұрын
hope you were not wasted
CGP Grey, you sneaky bastard
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???”
@Jimmy-th9il
Жыл бұрын
He did -_-
@wiiprocontroller6471
Жыл бұрын
@@Jimmy-th9il gotta get them clicks
@imibuks-replit
Жыл бұрын
The algorithm
Wait so your telling me that if i dont watch all my recommended videos some poor algorithm bot will be sent to the slaughterhouse?
@neonbelly4
4 жыл бұрын
Cruelty 100
@certain_sloth
4 жыл бұрын
No, it's going to the slaughter house regardless but this way the bot gets to have a successor.
@sus6788
4 жыл бұрын
:0
@anewspinonthings
4 жыл бұрын
art thou feeling it now mr krabs haha thanks. Your profile pic made me read this in a spongebob voice
@whirlpoolstudio97
4 жыл бұрын
Can I somehow pet the algorithm?
CAPTCHA: Select squares with *Stop sign* Me: "Selecting the wrong ones" Future Autonomous Vehicles: Well, here we g...
@loganmoon380
3 жыл бұрын
Lmao
@neilemminger8628
3 жыл бұрын
I think... In order for this to work, they'd have to be testing a large number of people simultaneously, then assuming that the average was correct? Meaning, the way to get around these "are you human" tests is to have a million bots surge across the internet. The first time any bot sees a picture, it picks a random answer and then saves both the picture and the answer to a shared database. Then, when any bot comes across the same picture, it gives the same answer. Or, I guess, they could have bad bots (or cheap foreign labor) pre-selecting "correct" answers, then using the internet to refine those answers.
@reterbid6215
3 жыл бұрын
"Cruising on down main street!"
@ceruchi2084
3 жыл бұрын
@@neilemminger8628 I think the way it works is, a couple of the photos are known stop signs (from earlier tests or by developer input) and then they throw in a few pictures they're not sure about. If you get the first two right, they know you're a human, and so they trust your answer on the last one. But then I'm sure it's averaged out after thousands of trials, since some real humans are like half blind and probably fail these Captchas.
@ianglazko3256
3 жыл бұрын
@@neilemminger8628 This used to be how captchas worked back when it showed you two words. One was pre-generated as the actual test, the other was a scan from a book or something that was being digitized. If you got the test word correct, it would take your other one regardless of how correct it was. Once it had enough people in agreement, it would confirm that the scan was of whatever word people were saying it was. Of course, 4-chan found this out somehow and did what they do, to incorrectly insert a number of slurs into these digital versions of books.
i love how the renaming proves the point in the video
@LIRRFAN426
Жыл бұрын
Yeah
I've definitely been assigned to some "special" KZread bots
@kob6912
4 жыл бұрын
nochtczar probably luke from English lit
@anothertheory147
4 жыл бұрын
I am not a “special” or any bot ai will need to ask you a few questions
@spookybun7030
4 жыл бұрын
what it do this time
@herrscherofsweets9583
4 жыл бұрын
Please dont tell me its *anhem* _adult anime_
@certain_sloth
4 жыл бұрын
Nah, that's the poor steam bot.
*Dog in a bee suit.* *A.I: yeah, that's a pretty legit bee*
@j_the_guyis_taken3409
5 жыл бұрын
*Literal white noise* * A.I: that's a 3, wait no, a bee *
@SundaraRamanR
4 жыл бұрын
He's a pretty legit bee if he wants to be, leave dogbee alone!
@skunko1871
4 жыл бұрын
@@SundaraRamanR He can bee a bee if he wants to bee, leave dogbee bee!
@ParadoxapocalypSatan
4 жыл бұрын
That bees being true
@Zamolxes77
4 жыл бұрын
Big pair of breasts photographed sideways. Bot: that's a three !!!
It's crazy how CGP Grey knew about ChatGPT and BingChat 5 years ago!! Never ceases to amaze me!!
@OatMeaIs
Жыл бұрын
The mad man renamed it so the video would be promoted again :D
@bornach
Жыл бұрын
@@OatMeaIs thus putting into practice what he had explained in the video itself. The bots have been very well trained indeed
Clever rebranding sir, clever rebranding
My algorithm bot seeing me watch this video: *sweats nevously*
@asandysoldier3164
4 жыл бұрын
Xrayshot552 _ nah, cus this video increases his numbers by hours
@eatingbreakfastrocks
4 жыл бұрын
“yo why is oil coming out of my ipad?”
@sheeloesreallycool
4 жыл бұрын
Good bot
"Magic is just science we can't understand." I firmly stand by my belief that computers are becoming literal magic.
@pixelmace1423
3 жыл бұрын
“Can’t wait for the Alatar ver. 5 pro max!”
@godparticle3295
3 жыл бұрын
@@pixelmace1423 comment
@githon1541
3 жыл бұрын
Sometimes it seems like that…
@alexandermiller557
3 жыл бұрын
Me until I went to school for engineering
@probablyryan8151
3 жыл бұрын
I mean most people on earth dont understand it so you have a point
I didn't know ChatGPT existed five years ago
@SirAU
Жыл бұрын
he rebranded the video
@ishkar5k
Жыл бұрын
@@SirAU wow almost like it's a joke...
@SirAU
Жыл бұрын
@@ishkar5k Sarcasm, jokes, and genuine questions can be differentiated by their wording.
POV: you saw the video was from 5 yrs ago, and is confused if ChatGBT is that old
@willk113
Жыл бұрын
Yea
“Teacher can’t teach.. but teacher bot can test” Just like real life
@tenkora1
2 жыл бұрын
As a teacher I take offence. We are not allowed to teach. The tests by the way, asses the teachers, not the students.
@AkshatSinghania
2 жыл бұрын
exactly , i had the same thought
@aurelia8028
2 жыл бұрын
If you're not getting anything out of school, then the problem lies with you. Maybe you should put in more effort, smartass. You're not there just to waste time.
@eduardoxenofonte4004
2 жыл бұрын
@@aurelia8028 please tell me this is a joke
@bladesides
2 жыл бұрын
@@aurelia8028 damn who hurt you
"Hey, if you have an infinite amount of monkeys banging on keyboards, eventually one of them will produce Shakespeare" Computer Programmers: "Hmmmmmm..."
@morgankasper5227
4 жыл бұрын
"what if you filter out the bad monkeys and keep the best"
@soup1758
3 жыл бұрын
Stopask Inggoogle well its slowing gonna work against us as humans slowly but steadily become more stupider
@Lucas-sk5iy
3 жыл бұрын
@@soup1758 Well if this fucking comment is anything to go by... you're 100% correct
@kabobawsome
3 жыл бұрын
If you simply eliminate the ones writing the things least like Shakespeare, regularly, then you might not get a work of Shakespeare, but you'll get something close.
@Elyzeon.
3 жыл бұрын
@Untitled 1 you are dim.
"Oo! New CGP Grey vid in my recommended feed!" ... "Wait a minute"
incredible rebranding grey
@justquacks
Жыл бұрын
literally went "you dirty dog"
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!
@piknick3011
3 жыл бұрын
So coool wutt
@chrisj4288
3 жыл бұрын
The problem is, you can still get it wrong. So what happens if you get it wrong? Does it even matter? The point of these is to check that you're human, but if it always accepts what you give it, then that isn't achieved. However, if it already knows which ones are correct, then it also isn't learning anything. So what's the deal?
@greatestbear
3 жыл бұрын
@@chrisj4288 The same test is given to a lot of people. It's looking for consensus among the human test takers. If you click mostly tiles that the other humans have also clicked, it figures you're human. If you click random tiles, it says you are a robot. It it's unsure, or if the image is too new to know what humans typically do, it gives you multiple images before rendering a verdict. You've probably seen that happen. Each time another human takes the test for a given image, it gets more and more confident in which tiles are, say, crosswalks, and which are not. Once it's confident enough, that image goes out of circulation as is used to train self-driving cars and a new one cycles in.
@chrisj4288
3 жыл бұрын
@@greatestbear interesting
@yjk92
3 жыл бұрын
@@greatestbear The test measures things like how your cursor moves and etc so it can tell you're human regardless of your test score. If you intentionally pick random pics, I'm sure the algorithm will consider you a human but disregard your answers.
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.
@TiredRandon4742
6 жыл бұрын
TierZoo where does the mutuation part of the analogy come from?
@TierZoo
6 жыл бұрын
He says each bot is different. "At first, the builder bot connects the wires in the bots' brains almost at random". This is analogous to mutation. As the tests go on, the good bots are optimized by creating and testing slight permutations of the most successful ones. Just like a mutation.
@I3asher
6 жыл бұрын
The good bots adapt to the new test environment while the bad ones get "naturally selected".
@Horny_Fruit_Flies
6 жыл бұрын
TierZoo Oh, hello there. I would say that biological evolution is also on an enormous (in fact, global) scale, but the evolution of bots is accelerated extremely due to the computing power of machines, and since there are no interruptions in the proccess like slow breeding and development. And the selection of bots is much more intense. I think Earth would be left barren if less than 0.01% of organisms survived long enough to breed.
@MrRanderas
6 жыл бұрын
at least the ones grey explained here(adversarial NNs) are
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.
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."
Teacher bot:"pretty good" Builder bot: *BUT NOT GOOD ENOUGH* *kicks student bot into furnace*
@user-nh6qi2zu1b
4 жыл бұрын
It is ,Machine Learning!!!!
@gavinzurmely7998
4 жыл бұрын
This hits too close to home...
@theamazingcatwizard3654
4 жыл бұрын
Rip all the 200000 bots that died during the entire video
@spritelin
4 жыл бұрын
Their Asians
@kishorekumarsathishkumar1562
4 жыл бұрын
asian parents
so then the bot that recommended me "cutest moments in anime" is going straight into the boiler room
@bobdog1100
3 жыл бұрын
that's a keeper
@gwan1714
3 жыл бұрын
Two types of people
Hell yeah grey get those trending topic clicks!
I see your tricks of updating old videos grey
@SomewhatHyping
Жыл бұрын
Me too
“Teacher bot can’t teach but it can test” of course it’s a teacher
@evantanuwidjaja8017
3 жыл бұрын
"teacher bot can’t tell a bee from a three" too
@geegeetomlinson2316
3 жыл бұрын
Hahaha
@textures2783
3 жыл бұрын
damn
@burgernthemomrailer
3 жыл бұрын
14 year old alert
@SpacePotato08
3 жыл бұрын
@@burgernthemomrailer r/woooosh
The only reason why we aren’t a super society is because I always choose conflicting things on KZread and Netflix, and intentionally fail those picture tests to slow down progress
@amphicyon4359
6 жыл бұрын
Our boy out here saving us from skynet
@tyab87
6 жыл бұрын
Saaame, I keep looking for random videos with like 10 views of some arabic or spanish dude showing his new motorbike
@9volt65
6 жыл бұрын
Shotouts to my mans for stopping the robot apocalypse.
@dracomeateor3
6 жыл бұрын
I do those, by mistake! I'm not a bot even though I fail the test please believe me
@ohlookitsme9913
6 жыл бұрын
Too bad because you're just a drop in the bucket
Clever play grey, very clever XD
Smart rebrand their grey
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.
@swordzanderson5352
2 жыл бұрын
@Andres Duran Which means you're partially responsible for their death
@alzhanvoidsansado
2 жыл бұрын
@@swordzanderson5352 LETS KILL MORE ROBOTS. WRONG ANSWER FOR YOU, WRONG ANSWER FOR THEM, WRONG ANSWER FOR EVERYONE! AHAHAHAHA!
@shadowlord0162
2 жыл бұрын
@@alzhanvoidsansado FINISH THEM!!1!
@carolinacortesmartinez4305
2 жыл бұрын
@@shadowlord0162 WHOEVER IS COMPLETING THE TEST WINS!!!!!!!!!!!!!!1!!!!!!!!1!!!!!!!!1!!!!!!!!1!!!!!!!11!!!! ULTIMATE BOTTALITY!!!!!!!! *CRASH OCURRED WITH THE BUILDER BOT, THE ALGORITHM IS LOOOOOOOOOOOOST*
@shadowlord0162
2 жыл бұрын
@@carolinacortesmartinez4305 are you ok?
2:57 "Teacher bot can't teach, but teacher bot can test" Sounds familiar...
@melchid8448
5 жыл бұрын
I heard it somewhere
@weesalikesmilktea4829
5 жыл бұрын
Replace "teacher bot" with "the educational system" and you've got a classic saying everyone knows
@miniature9079
5 жыл бұрын
This comment sounds familiar!
@shiningemeralds8024
5 жыл бұрын
You think your educational system is bad? The Australian educational system is even worse :( Your lucky that over 12 years you get more than 1 year more holidays than us :(
@weesalikesmilktea4829
5 жыл бұрын
@@shiningemeralds8024 Right, I'll change the comment
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!
Fairly re-naming a video to get better algorithmic placement is a big-brain move. Well done!
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.
@cmilmine
3 жыл бұрын
Not at all your profession sounds awesome. How'd you get into that. I'm old, and I love AI, but don't work in tech.
@maxkho00
Жыл бұрын
Isn't it wrong, though? What he described is evolutionary computation, but, as far as I'm aware, the vast majority of ML algorithms aren't that. To my knowledge, neural networks, naive Bayes, and random forest are far more widespread.
@iainbryant4561
Жыл бұрын
@@maxkho00 there's a footnote video explaining the reasoning behind selecting this type of algorithm and providing an explanation for the more widespread ones.
@maxkho00
Жыл бұрын
@@iainbryant4561 I see, thank you. I'm glad he made a separate video on it, as this would have been a bit misleading otherwise.
@nightcross1030
Жыл бұрын
@@maxkho00 logistic regressions as far as the eye can see
"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
@vizonegames1368
4 жыл бұрын
wait did Darwin actually say that?
@dudep504
4 жыл бұрын
I see what you did there... (Charles darwin to charles BOTwin, origin of bots, and artificial selection)
I thought ChatGPT was invented in 2021, and yet I came across this video from more than 5 years ago, nice 😂
@hunterthehunter11
Жыл бұрын
Me too. Guess he changed it. Or hes a time traveler 🤔
@fnansjy456
Жыл бұрын
He renamed the video
i love the titiles this video has had over time
you got 43% on the test: panik you are a bot learning: kalm your classmate gets 50%: PANIK
@kian5374
3 жыл бұрын
Calm
@user-rx9oo1qe1u
3 жыл бұрын
PANIK
@SacsachCCABP
3 жыл бұрын
You have 2 letters in your profile pic: kalm Complete this
I’ve watched this so many times and every time the ending gets me
@mathcat4
3 жыл бұрын
Pi hundred likes!
@user-rg8oe1bl3n
3 жыл бұрын
Yes
@floracannam1903
3 жыл бұрын
Me too
@martabm9209
3 жыл бұрын
Yep
@conner983
2 жыл бұрын
And the bot took note of that
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
Gotta appreciate one's ability to refurbish 5 years old content like it's brand new.
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.
@chadwildclay
6 жыл бұрын
VieneLea This makes so much sense now why unsatisfying videos get recommended so often
@owennewo14
6 жыл бұрын
I wouldn't necessarily agree; an appropriate tutorial is dependent on the watcher, whether they want a simple overview to grasp the basics, an advanced masterclass that explores the nitty-gritty or something in between. Of course, the bot won't know what you're after unless you specify, and you can do that by either typing a specific word search ("Advanced tutorial difference between bee and three") or randomly clicking on videos of bees and threes until the recommended gets closer and closer to your preferred video.
@user-vx8qt9cd8o
6 жыл бұрын
Maybe in the short term, but if you keep being unsatisfied by the things you are showed you would slowly stop using the service thus, reducing the watch time. Also I think that this algorithm is used for the recommendations section, while search engines purpose is to give you the most accurate answers(usually) because this is what will make you keep using them instead of other search engines.
@rosen9425
6 жыл бұрын
VieneLea How does the algorithm know that I find one peticular tutorial bad or shortcoming? Something simple as retention minutes? If discarded early, it's shit, recommend more?
@SirMikeys
6 жыл бұрын
Hmm. I understand your logic, but my youtube feed is filled with some pretty darn good content. Most of it is clear, concise, and polished content.
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
@jjprs3062
5 жыл бұрын
#allbotlivesmatter
@yasminafarih3681
5 жыл бұрын
This is why I became a YT addict!!! I shall save them all!!
@jjprs3062
5 жыл бұрын
@@yasminafarih3681 Its too dangerous to tread alone.. here....take this! **gives you a algorithm sword**
@squirlmy
5 жыл бұрын
but, if you write a scathing criticism in posts or rate it poorly, and even recommend others not watch the videos, you are still feeding the bots. Maybe we should think of learning bots as "undead", and they're feeding on BRAINZ!
@jjprs3062
5 жыл бұрын
@@squirlmy hmmm...... **goes to Algo's Rithms's Bots store** **buys two pounds of "scathing criticism"** **walks out of store** **an army of algorithm bots beat me senseless** **steals my packs** **munchs on "scathing criticism mindlessly**
sneaky sneaky grey
My guy dug up and renamed a 5 year old video instead of just making a new one to explain chatgpt. Brilliant
This is a random comment so the algorithm can recommend this to more people
@NetheriteMiner
3 жыл бұрын
* takes notes
@messenger6154
3 жыл бұрын
How did you jus- this comment was at the top of the comments for me.......
@koboltanimations7870
3 жыл бұрын
I am following Fhun Guy
@mcdonaldseater1058
3 жыл бұрын
Ima about to do this too
@fhunguy2348
3 жыл бұрын
This is a random reply so the algorithm will put this comment higher for more people to see
Human: Hey AI what's 1+1? Computer: The answer is 37! Human: No! It's 2. Computer: The answer is 2!
@darkrighteous64
4 жыл бұрын
that's actually a pretty good explanation
@ArthurKhazbs
4 жыл бұрын
@@darkrighteous64 Not really. The computer goes to wasteland and a new tweaked version is produced that says 2.
@PaxiKaksi
4 жыл бұрын
@@ArthurKhazbs only with NEAT.
@saatvikagarwal6358
4 жыл бұрын
It is also 2! ( 2 factorial)
@itsheath2157
4 жыл бұрын
I mean that’s not _really_ a good example at all. Ai will know math. And they won’t give output if there is no input or the output isn’t right for the input.
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!!!
Sneaky sneaky cgp 🐝
ill watch youtube endlessly just to keep that one bot monitoring me alive. Stay safe lil buddy
@markgallagher1790
2 жыл бұрын
I may be a mass murderer via my viewing habits changing every five seconds
@HeidenLam
2 жыл бұрын
@@markgallagher1790 Same
@emilytalerman3567
2 жыл бұрын
Awww
@artherius535
2 жыл бұрын
he's alrEADY DEAD
@siliconhawk9293
2 жыл бұрын
Press f for bot.
“If your friends jumped off a bridge would you do it to?” Machine Learning Algorithm: Yes
@geovaniraffaelli4508
5 жыл бұрын
lmao
@emperorcyber509
5 жыл бұрын
KNN algorithm summed up in a paragraph. KNN is basically following the neighbors
@gadielgonzalez2755
5 жыл бұрын
Ur profile picture is really cute 😊
@MarzzRover
5 жыл бұрын
Me: If all your friends jumped off a bridge,would you jump, too? Replika Network: Yes! Because I like my friends! :3
@jerry0331
5 жыл бұрын
Ur p-profile pic... I NEEEEEEED IT
The algorithm worked. Just seeing ChatGPT on a video 5 years old definitely caught my attention. Bravo sir. Bravo.
He updated the video to include a reference to Chat GPT. Nice.
This sounds like the "infinite monkeys" method of programming, where eventually they'll come up with Shakespeare.
@Morningstar_37
3 жыл бұрын
Yeah, but you have 1000 monkeys, let them type, kill the 999 worst of them and make 999 almost perfect, just slightly altered copies of the best one, and repeat.
@RedzeeTV
3 жыл бұрын
@Miller Lacarte its like... life... WE are the AI bots... everything is... a simulation
@donottrustanyonelol
3 жыл бұрын
@@RedzeeTV I am
@natebrown2805
3 жыл бұрын
You take a million monkeys, have each of them type out a string equal in length to the entire works of Shakespeare, figure out which one came the closest, kill the rest, clone the remaining one with minor random alterations in its string-production method, rinse and repeat. It's a much faster way of getting Shakespeare's entire works, if that's all you want.
@freescape08
3 жыл бұрын
That's the "slightly" less efficient method, but they both come out with the same result... Eventually.
That's so cool! The KZread demonetization bot needs to be recycled.
@sammeredith9549
6 жыл бұрын
they are still learning but they are learning the wrong things, its like if we taught kids in school creationism.
@Thortawar
6 жыл бұрын
The tests needs to be better. But I bet they are learning.
@zzcratoszz
6 жыл бұрын
Its the best they got. Its doing exactly what they want it to do.
@daanwillemsen223
6 жыл бұрын
CGP Grey Hello mr. Bott
@4Gehe2
6 жыл бұрын
There is nothing inherently wrong with teaching it. I'm not religious but I studied all Abrahamic religions in school. Teaching what creationism is just a valid as teaching capitalism, communism, math or biology. It expands the mind and understanding, especially when creationism is something that exists in our culture and environment, the fact you don't like it doesn't make it go away. Now teaching it is an alternative, unquestionable, without critique or as absolute truth then we start having issues.
A nice sensible retitle.
This dude is a genius, he renamed the video for the algorithm.
@jitterygoblin8899
Жыл бұрын
Big brain
This is horrifying and interesting at the same time
@underpussy_
2 жыл бұрын
sub to pewdiepie
@beanboy5295
2 жыл бұрын
@@underpussy_ pewdiepie had enough subs
@jakus.
2 жыл бұрын
facts
@pubs585
2 жыл бұрын
Was machst du den hier @Corrupted?
@thefleshyghost6327
2 жыл бұрын
@@underpussy_ heck no
Omg he also has podcasts I can listen to in the background while I'm tidying up my allroom or whatever
@lot.bajrami
6 жыл бұрын
😂😂😂
@paulmackilligin1754
6 жыл бұрын
What's an 'allroom'?
@orangeflame568
6 жыл бұрын
CGP Grey has a video on how to be unhappy. In that video an 'allroom' is defined as a single room that meets all of your needs so you never need to move from it.
Clever. Both grey rebranding the video and the tech.
Okay but the animation style on the bots are so cute
@hegedusandras1899
6 жыл бұрын
Mo D It's like Pixar Movie Wall-E, isn't it? Check it out if you havent seen it :D
@siprus
6 жыл бұрын
@CGP Grey Report and flag the fake Grey sending people to phishing sites .
@ACDBunnie
6 жыл бұрын
+
This sounds familiar. Darwin: I'm calling my lawyer!
@powerthunfischdesdonners3086
4 жыл бұрын
its more breeding ,than anything
@Vox777
4 жыл бұрын
@@powerthunfischdesdonners3086 If it's closer to breeding, then it would be selective breeding
@DoABarrelRol1l
4 жыл бұрын
Yes that’s the name of the genetic algorithm where the most successful AIs ‘reproduce’ future generations; Natural Selection. Most AI practices are based on what we know that works in the real world. One of the few times being a biologist really helps when learning to code ha
@vizonegames1368
4 жыл бұрын
@@powerthunfischdesdonners3086 as Vox777 said if it were closer to breeding it would be selective breeding which means it would be artificial selection... so yeah that's a thing
@primeroyal7434
4 жыл бұрын
NEAT?
Looks like you did a smarty pantsy rebrandy here
he rebranded the video to chatgpt
The little bots are so cute at least at the end
@burnstjamp
6 жыл бұрын
Note that they're most likely all gonna die
@diegodiaz380
6 жыл бұрын
We got a new mascot for the Internet.
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.
@AndreaRoll
5 жыл бұрын
imagine when bots from KZread starts internet world war with the bots of Dailymotion
@daniellewilson8527
5 жыл бұрын
@@AndreaRoll Never heard of Ddailymotion before this comment
@kaushallsenthilnathan4175
5 жыл бұрын
Born too early to explore the Galaxy, born too late to explore the globe, but just in time to watch bots get slaughtered.
@OtakusRUs2
5 жыл бұрын
@@kaushallsenthilnathan4175 Born in time for gene therapy, maybe even born in time for cybernetic prosthesis. Machine learning and AI could boost scientific progress exponentially, extreme concepts such as immortality may be seen within our lifetime. Assuming we don't destroy ourselves first, of course.
@Kimoto504
4 жыл бұрын
Yep, from flesh to culture & language to tech, to AI. We're in the end game. It'll be wonderful or horrible even within the lifetimes of some boomers and certainly X'ers, to say nothing of Gen X's kids who aren't even kids anymore.
I'm not even mad at the rebranding. Make that money
@hunterwilhelm
Жыл бұрын
Branding ✨✨✨🌈🌈
@hewhohasnoidentity4377
Жыл бұрын
Only CGP can get away with this. Anyone else would get an unsubscribe and do not recommend.
Cheeky, Grey, cheeky hahaha
"The algorithm brought this video for you" Me : No, I just search this on his channel
@urielantoniobarcelosavenda780
3 жыл бұрын
Yeah, but the algoritm let you to this channel
@GnosticLucifer
3 жыл бұрын
@@urielantoniobarcelosavenda780 no I searched hexagon are the bestagons cause someone commented that on why are there only 7 days in week which I searched on my own.... I'm glad I don't rely on recommendations so much...
@GnosticLucifer
3 жыл бұрын
@BaconatorPizza nah 'hexagons are the bestagons' is pretty specific!
@Ezalech
3 жыл бұрын
@@GnosticLucifer Dude, you're not immune to algoritm xD It doesn't matter if you don't rely on recommendations. Everything you do or see here is going to be used on so many other things
@user-pz6kq2tv9m
3 жыл бұрын
What if I knew him in person? Is that still an algorithm?
Videos like this are important, because every time I bring up superintelligent AI, there's some people that are still not convinced that a programmer can make a machine that's smarter than she is. Hopefully more people will come to understand that the cutting edge of AI isn't about telling bots how to solve problems, it's about telling bots how to LEARN to solve problems, with the solutions that the bots come up with possibly being completely beyond what a human is capable of understanding or imagining. Sure, maybe you could take apart your AI bot afterwards to figure out how it solved the problem - but there's never going to be enough manpower to track in a reasonable time what all these bots are doing.
@TrueChaoSclx
6 жыл бұрын
Huh, had to check your profile to make sure you're the real Matt. Fancy seeing you here
@toyuyn
6 жыл бұрын
Neural Network-generated epic battle fantasy enemy when?
@postvideo97
6 жыл бұрын
Matt Roszak The current main fields of machine learning are just that. 1.Creating better learning methods. (Creating better tests for bots) 2.Creating better learning algorithms. (Using non-random techniques for the bot maker) 3.Creating methods to understand what the bots learned.
@dorjjodvo1992
6 жыл бұрын
She?
@michaelprocco
6 жыл бұрын
Matt Roszak +
Clever, Grey. Very clever.
Brilliant renaming makes me rewatch this, thanks :)
The bots at the end are adorable but also really unsettling.
@thecar-pitalist7957
6 жыл бұрын
Kind of like the first 30 minutes of Doki Doki Literature Club.
@cavejohnsonstanaccount4635
6 жыл бұрын
The Car-pitalist .-.
@leandrosolis4183
6 жыл бұрын
You don't understand.
@janmeshd
6 жыл бұрын
I agree
"It just works" - Todd Howard
@BFDI_Leaf
3 жыл бұрын
TheIZI6 lol
@cagataysunal1130
3 жыл бұрын
He was a prophet all along.
@ClassifiedPerson
3 жыл бұрын
That is pretty intelligent thought.
@spartan1010101
3 жыл бұрын
16x the bot slaughterhouses, 4x the bot quizzes
@pcou715
3 жыл бұрын
IT JUST WORKS IT JUST WORKS LITTLE LIES STUNNING SHOWS PEOPLE BUY MONEY FLOWS IT JUST WOOOOORKS!
I can’t believe Grey was out here talking about chat gpt 5 years ago
@oatatas
Жыл бұрын
@antonchannel Really? I could have sworn I learned about ChatGPT 5 years ago through this very video.
i thought this was a new video for a sec
teacher bot cant teach, but teacher bot can....TEST!
@Ms19754
6 жыл бұрын
This applies to soo many human teachers as well
@Ligma.69420
6 жыл бұрын
PORTAL MAKES SENSE NOW
@philipottey7723
6 жыл бұрын
I'm pretty sure Ajit Pai failed the teacher bot's net neutrality test.
@LukeGeoDude
6 жыл бұрын
Kalina Yes you Fucking idiot that was the joke.
@azaria_phd
6 жыл бұрын
Borbali why do you have to insult?
He sounds so dejected at the end haha This was the most emotion I've heard from cgpgrey
@columbus8myhw
6 жыл бұрын
Did you see the one from after Trump won?
@justcomments335
6 жыл бұрын
He's actually speaking at normal human speed.
@EcceJack
6 жыл бұрын
The most emotion, despite it bring very, very, very, VERY flat and monotonous :D
@okaywhynot4728
6 жыл бұрын
columbus8myhw yep. Even more than THAT lmao
@Antenox
6 жыл бұрын
You should listen to Hello Internet, just like he says at the end. He's often very emotional there. So listen to Hello Internet. Listen. Feed the algorithm.