How does ChatGPT work? Explained by Deep-Fake Ryan Gosling.

LLMs or Large Language Models are everywhere these days. But how do they work exactly? In this video, a deep-fake version of Ryan Gosling (created with ElevenLabs and SyncLabs) explains the high-level workings of an LLM like ChatGPT.
🔵TOPICS 🔵
0:42 What are Large Language Models (a.k.a. LLMs)
1:10 Well known commercial and open source examples of LLMs
1:41 The inner workings of an LLM
3:00 What embeddings are
6:34 LLMs compared to how our live is generated
7:43 What the acronym GPT stands for
🔵ATTRIBUTION 🔵
Ground Truth Video Used to Create this video
KEN Things Ryan Gosling Can't Live Without | GQ
• KEN Things Ryan Goslin...
🔵FAIR USE 🔵
This video is for educational purposes and is in line with the guidelines for Fair Use
support.google.com/youtube/an...
#lipsync #chatgpt #llm #llms #generativeai #voicecloning #claude3 #perplexityai #perplexity #autonomousagents #autogen #crewai #facefusion

[@saturdaysequalsyouth]

Ryan Gosling has never talked this much in his life

[@MEMO-KSA]

lol

[@threeKingsART]

And now the musical version please!

[@stevrgrs]

That’s because he’s a G. I wish I had that restraint 😂

[@eric2892]

Should they have used Ryan Reynolds then?

[@Leo007619]

I guess he's just not able to put a full sentence together.

[@xorlop]

why did I start to watch this unironically

[@jurgenhissen]

Yeah, started for the lolz, but actually ended up being a really good explanation.

[@cheunky]

didn't expect to watch a video of me explaining LLM's to myself

[@hyperadapted]

certified "literally me" moment (TM)

[@webgpu]

@@hyperadapted -certified- literal "literally me" moment 🙂

[@bobbykeene12]

So you are the bot that made the output video?

[@Alex_1729]

And you are?

[@yourstrulytk12]

@@bobbykeene12 it's a 'literally me' joke

[@petrus4]

This is truly incredible. If someone hadn't told me, I would honestly assume that I was listening to Ryan Gosling's real voice.

[@TheChannel1978]

Oh, never worry. In future applications of this technology the producers won't tell you that it's fake.

[@petrus4]

@@TheChannel1978 Oh I know!

[@Robbyrool]

This is some of Ryan’s best work! 👏🏻👏🏻👏🏻 He seemed almost human-like here.

[@simplyemily8251]

BRAH!

[@thisiswill]

I can’t get Ken’ough of this lecture format 😂

[@teresasantiago6812]

😂

[@webgpu]

"ken'ough" :)

[@thirdpointmedia]

Don’t know about you… but I ken…

[@noone-ld7pt]

Jesus christ, this was wild. I forgot several times that this is not actually Ryan Gosling giving me an intro to LLMs. Video still has a way to go but voice is very close to perfect already. Gonna be some wild years coming up.

[@b005t3r]

Ryan Gosling must be having a stroke while watching this.

[@derek400004]

Lmao

[@MikeTaffet]

Are we just not doing phrasing anymore?

[@Sasasala386]

Nah, I'm good! That's literally me

[@petersachs764]

Good he has a replacement.

[@naiyang888]

Ryan Gosling sounds like he’s had a stroke in all his movies.

[@PeterBellUK]

This was an exceptionally good explanation of how LLMs work

[@howtofly-with-AI]

Oh, thanks for the nice compliment. Nice to hear you like it!

[@ThomasAvasol]

@@howtofly-with-AI I'm an expert now because I saw this clip.

[@chrisstucker1813]

ryan really knows his stuff huh

[@frankgreco]

If you go past the deep-fake aspects of this video, it's a surprisingly well-done explanation of how basic LLMs work. Kudos.

[@davidjentjens2711]

This is absolutely fascinating. Fantastic explanation Ken!

[@3dVisualist]

Excellent! Ryan (Ken) does an excellent job of making the murky world of LLMs very clear!

[@howtofly-with-AI]

Thanks! Glad you like it!

[@nikitalavrenov4375]

This is the future of education. Breaking such complex topics down in such a playful yet not diminishing way is exactly what would help my concentration levels stay up during the LLM classes at uni

[@julienl.3327]

Blaming the teachers for your lack of focus, are we ?

[@mikebreeden6071]

Yeah, my understanding is that the "perfessors of educational" have been considering this.

[@darmok072]

I switched off after 5 minutes once the novelty wore off. So monotone.

[@thegrumpydeveloper]

This is already a thing. It’s called KZbin.

[@petersachs764]

This is the future of unemployment, to.

[@Mrdresden]

This was hands down the best technical explanation of what an LLM is/does that I've seen thus far.

[@DirkRomez]

Great high-level summary of LLMs. Very easy to understand. Love it! I really start to doubt that our life might be generated by an LLM...

[@shaunshelly3314]

Maybe we are Large Moment Models? Or, according to Gabor Mate, Large Trauma Models?

[@RJBeatlefan]

Self Attention Mechanism is explained exceptionally well. No other training or video I've watched has managed to do such a good job. Thanks!

[@SteveShaffer]

This is the most comprehensive and accessible explanation of how LLMs work I’ve ever seen

[@heredownunder]

I hadn’t notice before - Ryan has a extra long left arm!

[@ClarkPotter]

Spot on. Even captures how RG always looks like he's enduring physical pain.

[@AnneleenKestens]

Very clear and fun explanation!!

[@karmadrone6647]

Jeez, that was amazing and the best, most simplistic way of explaining llms, great job!

[@creo_one]

Thank You Brian Rosling, very informative

[@dalanxd]

The explanation of this video is Amazing! Great job :) It's fun and very easy to follow

[@c016smith52]

Loved it, and there's something sneaky like a life-hack (potential risks here, but practically for this a positive) to getting your brain past certain barriers and open to the information right away.

[@LauraMachant]

Awesome Video. Love to see a sequel where he further elaborates on his life-story philosophy.

[@csebastian3]

This was extremely impressive!

[@shaunshelly3314]

Not only was this able to explain generative AI to me in a very understandable way, it also explained why free will is an illusion. Great video.

[@hairyott3rr]

How so? Just because we can program AI to iteratively incorporate existing/past information into generating something new does not really say much about the fact that the human mind does the same, nor does it say anything about whether it can be considered the same mechanism. To say that these programs can disprove free will is like saying this video disproves Ryan Gosling is real.

[@shaunshelly3314]

@hairyott3rr you are thinking very literally. Not-Ken provides a metaphorical example that helps understand the illusion of free will. And like he's using life to explain LLMs, his example is tautological and very clever. In life, gene expression and neurochemical responses can be seen as tokens. Each event can be expressed (metaphorically) as tokens that form future responses and events. We can not redefine the tokens of the past, and therefore cannot reconstruct the future through free choice. It is a metaphor that is useful, not scientific proof, but an accessible way to illustrate a philosophical point.

[@foolfether]

@@shaunshelly3314 you keep insisting that free will is an illusion, but that's only a presupposition not a fact. it's more precise to say that this ai process shows an alternative to the idea of free will.

[@shaunshelly3314]

@foolfether these programs tell us nothing about free will. For me. It is a metaphor - and a fairly good one. The free will argument is largely philosophical. But since you seem intent in going there: 1. You have mo control over when, where, if you are born. 2. You have no choice about your genes or gene expression even after you are born. 3. You have mo choice over your personality, which is largely fixed. 4. You have an illusion of choice over many things. But from any perspective, the choices you may have are very limited. By environment, circumstances, and the sum of your past experiences. 5. If I put you in an fMRi machine and asked you to decide to touch a button in your left hand or your right. I could tell you 100% of the time what your 'choice' would be before you even decided. So, if we have any freewill, it is limited to the narrowest of bands. People can only make the choices they can make. To illustrate my opinion in a so that some people may better understand, I could use the LLM as a metaphor. [I could say that all our experiences and actions can be broken into tokens, and when we have a situation we need to respond to, any response or choice is limited to the available tokens. And if the temperature is too high, we end up with idiocy.] Everything in the brackets is a metaphor. Just a metaphor, not proof, not evidence of anything, just an illustration of LLMs that I've turned upside down, and said,'Hey, if you squint your eyes, that could be me!'

[@techsuvara]

@@shaunshelly3314I think if we haven’t solved the problem of free will yet, a set of tokens won’t really make a difference to that knowledge.

[@SlosII]

this is very interesting and hilarious at the same time. Deserves a lot more views imo.

[@sullivan8686]

This is really amazing, and the training and presentation applications of using a celebrity to present information is a really cool concept.

[@DavidMerian]

Honestly this was super informative. I want Ryan Gosling to teach me everything.

[@rockerscience]

The deepfake Ryan Gosling had his classic smolder going through the entire demonstration. In a way, this type of demonstration would have a dramatic impact on increasing engagement on a subject that is generally complex. It could do wonders for education, and this is a great use case from Synclabs and Elevenlabs. Bravo!

[@SlyMaelstrom]

I think the most impressive thing is how the LLM managed to generate Ryan Gosling explaining this as though he didn't really fully understand what he was saying, he was just reading it off of cue cards that some LLM expert wrote. There are points where the explanation gets complex and you can feel the speech get a bit more hesitant and less natural and there are parts where the explanation is straight forward and you can feel Gosling all the sudden sound more confidence and fluid. Also, I like how he didn't really know what to do with his hand the whole time.

[@calebhelms2110]

This is so freaking good, not just the AI RG, but the explanation as well

[@brandongillins]

This is fantastic! While this looks like one single prompt performed all this. We know it took a lot of work to get this out. Fantastic job!

[@aendic01]

This is probably both most amazing and scariest things I've seen in my life!

[@SimonGeraedts]

Really well performed and a great voice. The guy should become an actor.

[@iestynne]

Genuinely good video! Well written summary. Would looove to see a making-of video for this. Like how much was AI-generated vs explicitly scripted vs carefully curated, how much hand -holding and tweaking was required...

[@howtofly-with-AI]

Making of is coming soon!

[@ksl871]

@@howtofly-with-AI best summary I've ever seen! can't wait to see the behind the secene video

[@twitchysquid9165]

This is a really great video. Thanks for making it and I'll definitely be sharing with others interested in this kind of thing. Keep up the good work 👍🏼

[@54peace]

"You look lonley, I can fix that" ~ AI

[@avinashdwivedi3160]

💀

[@foley1family]

This is absolutely amazing.

[@swlucas]

This was revelatory... for so many reasons. I can't stop watching this. Thank you.

[@howtofly-with-AI]

Glad you like it!

[@ryanschmidt8468]

This is maybe the best high-level intro video I've seen. The IBM videos are great, but if you have all of these different AI topics covered by deppfake celebrities, I think you guys really have something cool here. I think they'll be a hit. Going to watch the Chance one, now. Lol "tekst-summarization".

[@sophiedelavelle5958]

This is really a good idea and quality content !

[@ElodinMaster]

Oscar worthy

[@cleaves.]

This is brilliant 👏👏🚀

[@GeorgeZoto]

Very creative and so well designed, thank you for having deepfake Ryan explain it too :)

[@thenoblerot]

Great video! May the algorithm bless you!

[@michaelhe2956]

Didn't realize it was not real Ryan. So real-life like. Man.

[@cesarcastro1698]

Wow, congrats, great video, the best so far in the topic in the whole youtube

[@howtofly-with-AI]

Ooh, very nice to hear you like it!

[@FireJach]

this is so good man, idk what I'm saying but this sounds legit and smart

[@mcramirez]

Simply... the perfect way to understand AI for mere humans.. Thanks a lot. 👍👍👍👍

[@LukasSmith827]

this is amazing

[@piotrekr]

Thank you, Ryan!

[@Applest2oApples]

“Finally, if you don’t want to be enslaved by technology within the next 20 years, please destroy your computer now”

[@kshitijg1433]

Also this is amazing.

[@Aymenadhami]

I had no idea Ryan Gosling was so tech savvy

[@Mattje8]

This is the most genius thing I’ve seen on KZbin this year. Not to mention actually educational.

[@fudgestickle]

This is pretty smart. Love it! ❤

[@kanubeenderman]

that really is a great introduction and high level overview. I'll be sharing this with folks I know who will want this kind of introduction to generative AI.

[@mallickpriyanshu]

It's is amazing... Good job ❤

[@busterdancy1857]

Ah finally! Something that can help me with my tekst-summarizations.

[@WallyMahar]

It’s so well done. OMG. I’m gonna start doing blender tutorials with John Housman from the smith barney commercials. Im so old.

[@nikbivation]

wow that is amazing, thank you!

[@howtofly-with-AI]

Thanks, glad you like it!

[@adventurelens001]

well done! 👏

[@colorinvader1173]

It is a basics, and I already knew that. Howewer, the klickbait Ken was too good to skip the video, and what is most important, the quality of the explanation was super high. Thanks, that was good.

[@pounchoutz]

This video is about to explode in views

[@pounchoutz]

though gosling's trademark sarcasm is missing

[@Qvluong]

I watched... was going to click next... but then was continually intrigued, by both Gosling's voice and the well crafted content. I didn't understand everything but I think I got the gist of it. Well done! I wonder how KZbin will transform as we begin to question reality. But would it matter from a philosophical standpoint. Would we care? Regardless of whether it was human or AI, generated, good content is good content. But maybe a more important question is the ethical implications. What if there are negative impacts to society that our promotion of it brings, like the disruption of job markets, lack of trust, and mass media influence and control.

[@TheChannel1978]

The companies developing these AI tools don't care about any negative aspects like putting millions out of work, or eventually making hundreds of millions forget how the work is done in the first place. Once AGI comes around it is only a small step to conclude human aren't needed anymore. Humanity really IS abolishing itself and our political leaders and every other person is just watching it unfold.

[@bdouglas]

Holy crap! I want Ryan Gosling to explain everything to me!!! Well played how to fly!

[@macrumpton]

Wow, who knew he was so multitalented!

[@AlphaFoxDelta]

Ryan did a good job here - with some minor corrections regarding context limitations, but yeah he really seems to know his stuff

[@aztec993]

A demo/video of the tools used and how this was pulled together would be genius

[@user-jm6gp2qc8x]

This is gonna get viral

[@I_dont_want_an_at]

Ryan is a skilled entertainer. He would never bore us to death like this

[@neoneherefrom5836]

Sorry you couldn’t keep up, slugger.

[@mistersir3185]

I think this guy named Ryan Gosling has a shot in tech. He should give it a go

[@MrTobster505]

superb content!

[@ajaykumarreddy8841]

Great Video as always. What software do you use to create your Visuals?

[@shinge123]

This was GREAT!!

[@nermin2081]

this is awesome - thanks so much! Can you please provide a step by step tutorial how did you produce this?

[@saurabhlalsaxena107]

Wow! It’s pretty good

[@paralucent3653]

People keep asking how the video was done but if you read the video description there is a link to the original video. So it's not a traditional face swap but a real video of RG with the audio replaced, lips resynched to the new audio and new graphics added. The elongated arm is a special bonus feature.😄

[@designerheiner7471]

This Ai deserves an Oscar for best acting.

[@gwendante]

Thank you Ryan

[@anirudhkoul1659]

Very creative way to educate about AI with AI. Great work @howtofly!

[@howtofly-with-AI]

Thanks a lot! Glad you enjoyed it!

[@TheChannel1978]

@@howtofly-with-AI Please also make a tutorial on how millions of skilled workers are going to find new jobs when their employers have decided that 80% of the work can be done with 1 workers and 4 AI licenses. It's hard to me excited about AI tools when this will be the immediate conquence. How is this helpful for humanity?

[@AIPrimary]

Tekst-to-speech lol bravo my friend, very well done

[@balusubhanuprakash8045]

great explanation

[@howtofly-with-AI]

Glad you liked it!

[@ramiajjuri]

My new favorite thing on the internet

[@brigittepiniewskimd29]

Flawless and very helpful!

[@JDusala]

Mindblowing

[@tuminspace]

holy molly this is very cool

[@asterginete3812]

Thanks! Just subscribed! Good stuff

[@Inconsistent_GM]

Love it, well done. More please 🙏 love the format. Gg

[@kshitijg1433]

I'd really like to look at workflow of this.

[@howtofly-with-AI]

Coming soon!

[@sanjidnet]

Subscribed and will stay tuned about video on RAG!

[@howtofly-with-AI]

Just released the RAG video. Hope you like it.

[@sanjidnet]

@@howtofly-with-AI it’s awesome! Thanks for releasing so quick! Now waiting for langchain and pinecone! No pressure though 😅

[@tj6512]

Hi ! May I know what Infograph tool do you use to create the lean experience of presentation? Thanks

[@patrickbuswell]

I would actually love to learn how it was made so we could create more engaging tutorial videos for our customers on how to use our products or new staff onboarding videos. I don't want to pretend it was made by a celebrity, but even if you make it super obvious its a feep fake, it seems like a super efficient and funny way to explain boring or complex subjects.

[@F_E_U]

litterally him

[@CM-zl2jw]

You’re on to something here 👏😀

[@ordinarygg]

Amazing

[@rajkstats]

This is crazy. Curious to know what tools you used to build this?

[@nac341]

This is scary and not in a good way

[@jcozyyt]

Welcome to the new Internet. Where everything is inauthentic and the only way to have guaranteed human connection is IRL

[@rug0s0]

Na is good

[@JamesThomas-wf6qm]

Honestly, maybe everything will come full circle now? If the internet cannot be trusted, then perhaps everyone will tire of their para-social relationships and touch some grass. I’m personally scared for the new generation of academics and graduates - imagine a world where your doctor used CHATGPT to write their thesis that got them their doctorate. I’ve noticed that kids are becoming academically lazy, it’s rare to see a child who actually wants to learn something.

[@stevrgrs]

@@jcozyytnah. Even that is going to be fake because people already Google stalk pretty much everything they can about someone before even talking to them. Plus with AI pins and other wearable AI it’s going to proliferate from there :(

[@stevrgrs]

@@JamesThomas-wf6qmthe question is whether you care ? Intelligence is using tools. If AI can pass the bar exam and med school wouldn’t you RATHER your doctor used it ? Good doctors are usually “good” because they’ve “seen it all” and can quickly access possible issues based on past experience THEY HAVE HAD. Imagine a doctor with the collective intelligence of ALL PATIENTS. You still need the doctor for certain things but offloading as much as possible is what they do already. Hence the specialities. Most doctors I’ve talked to can’t remember half the stuff they learned in medical school. They learn what they do every day and in their specialty. I’m not a pro AI fanboy but certain things will 100% be better with AI. Maybe it’ll knock doctors and nurses down a couple of pegs too :P Making healthcare more affordable and doing a much better job of triage :) I’ll add that it’s entirely possible with CURRENT TECH for someone to make a device to assess patient based on just visual cues and potentially suggest life saving treatments etc. it will only get better