Kate, this was awesome. It is so refreshing to find presenters who can take complicated material and explain it, in just a few minutes, in a fashion that makes it so reachable.
@SCHOOLERstyle
Ай бұрын
Generative AI is just another tech scam like NFTs, Dogecoin, etc. My 3D art videos on my channel are better than anything AI can "generate" 😆🤣😎
@bishopoftroy
Жыл бұрын
The explanation i`m assuming is great for a technical person which knows already a lot about generative ai models but for the larger public you need to explain it way simpler and not using technical terms. Analogies help a lot.
@SCHOOLERstyle
Ай бұрын
Generative AI is just another tech scam like NFTs, Dogecoin, etc. My 3D art videos on my channel are better than anything AI can "generate" 😆🤣😎
@donaldpitre615
7 ай бұрын
As an IBM Employee this video makes me proud ❤
@SCHOOLERstyle
Ай бұрын
Generative AI is just another tech scam like NFTs, Dogecoin, etc. My 3D art videos on my channel are better than anything AI can "generate" 😆🤣😎
@Dardjiskien
Жыл бұрын
So far, by far the best video on Generative AI I’ve seen.
@SCHOOLERstyle
Ай бұрын
Generative AI is just another tech scam like NFTs, Dogecoin, etc. My 3D art videos on my channel are better than anything AI can "generate" 😆🤣😎
@proteus5
Жыл бұрын
When I was a kid in the 60s our local TV weatherman (Ralph Ramos) actually wrote like that for real. He stood behind a clear panel with a map outline and used a grease pencil to write temperatures on it backwards.
@AnotherFancyUser
Жыл бұрын
you know she is not writing backwards right?, that is the whole idea of writing on a piece of glass and invert the image.
@AnotherFancyUser
Жыл бұрын
It is called lightboard or learning glass, btw you can ask gpt about it...
@SCHOOLERstyle
Ай бұрын
Generative AI is just another tech scam like NFTs, Dogecoin, etc. My 3D art videos on my channel are better than anything AI can "generate" 😆🤣😎
@maruthuk
Жыл бұрын
Over the last week, I have been trying to find out the differences between Generative AI and Foundation Models, but could not find the relevant and exact content and this one video has cleared all of that, too good!
@michaeldunlavey6015
Жыл бұрын
I'm a '70s AI guy. I have done many parsers and translators. I have done old-style theorem proving and structure learning. I keep asking myself, in this multi-layer perceptron formulation, how is the parse tree represented? How are logic statements represented? How is knowledge manipulated? All I seem to get is generalities about training and "the next word". Where should I be looking?
@quonxinquonyi8570
8 ай бұрын
Isn’t generative ai another fancy name for “sampling” and learning the “ distribution” that generates it..... Facebook has already done it and zuck got called in for hearing doing this....now they are selling it with a new label with black box function approximation power of neural networks
@caspermok
4 ай бұрын
All about is prediction. It just feels like to be generating to most people.
@johnwinstondarby
Жыл бұрын
Your writing in reverse is surprisingly skillful; great coverage of models. Thank you
@wungus-bongo
Жыл бұрын
It's reversed dear
@Milad_digital
Жыл бұрын
@@wungus-bongo how does it work then?
@vriverad
Жыл бұрын
@titoadesanya9369 thanks I was not able to concentrate in the topic because it kept distracting me LOL
@CJSingh
6 ай бұрын
@@vriveradsame problem with me.. how they create these videos.. ?
@SCHOOLERstyle
Ай бұрын
Generative AI is just another tech scam like NFTs, Dogecoin, etc. My 3D art videos on my channel are better than anything AI can "generate" 😆🤣😎
@shimmeringreflection
8 ай бұрын
Excellent presentation. My only gripe is the masses will still think generative AI is simply predicting the next word, one of Jeffery Hinton's concerns. There's a lot more to it than that. When you ask a question, it needs to identify related material in the dataset and then construct specific parameters of the neural net in a way that addresses the structure and meaning of your input that makes sense. Kind of like what we do when we piece together sentences based on our experience. That requires great intelligence. This is why GenAI can already outperform humans in many academic and operational benchmarks, and it's beating us humans in more and more of these by the month. Once you go fully multimodal in these endeavours, we'll very quickly reach AGI.
@samindj
7 ай бұрын
Didn’t she mention this during 3:20?
@SCHOOLERstyle
Ай бұрын
Generative AI is just another tech scam like NFTs, Dogecoin, etc. My 3D art videos on my channel are better than anything AI can "generate" 😆🤣😎
@definitelynorandomvideos24
Жыл бұрын
These videos are really amazing and deserve waaaay more attention and credit. IBM Technology, you are doing a great Job!
@kennylaikl299
Жыл бұрын
The most concise summary / explanation of what is Generative AI 👍💯
@sweetspotdrummer
Жыл бұрын
Interesting. Generative A.I: "predict the last word of the sentence based off the words it saw before". My very first A.I. program in college (ages ago) was a game "guess what I'm thinking". For each wrong guess the program was given a clue, thus building its knowledge-base. Prompt: What are you thinking of? (input: animal) (program: shark) (no. hint: mammal) (program: dog)(no. hint: has a trunk)...(no. hint: large ears)....(no. hint: grey) (program needs the answer: elephant). The program now has the definition of an elephant. Without knowing much about Generative A.I. it seems similar except "on steroids", lol "on the internet of data". Will have to follow the links above to learn more. Kate Soule, great explanation. Thanks.
@jcriley7695
Жыл бұрын
She writes inverted, works on time machines, teaches AI to be awesome, has robots at home that take care of her cats but hasn't found the doodle apps that make her illustrations quicker.... Impressive. Jokes aside, very cool topic, really is a fascinating time to be.
@thr417
Жыл бұрын
I thought the video was flipped! No?
@CritiquelHit
Жыл бұрын
The video is flipped, but it is a neat light board
@thr417
Жыл бұрын
@@CritiquelHit Will Smith, please don't slap me, it was just a joke!
@Ashwin_1198
Жыл бұрын
She's writing on Light GlassBoard...
@sedawk
Жыл бұрын
The video is flipped
@TheSnerggly
6 ай бұрын
I love that this is on KZitem for free, thank you very much for a great basic understanding! :)
@SCHOOLERstyle
Ай бұрын
Generative AI is just another tech scam like NFTs, Dogecoin, etc. My 3D art videos on my channel are better than anything AI can "generate" 😆🤣😎
@MrTrollnba
Жыл бұрын
Very very... very good video. How to use 9 minutes to understand the concepts of Generative AI, Foundation Models, Large Langage Models, etc. Awesome !
@christopheryoungbeck8837
4 ай бұрын
Intern Jr. GenAI Engineer here. You make me understand the larger scope of what Im doing.
@mahiaravaarava
Ай бұрын
What's exciting is how they can understand context and produce human-like outputs. I've been experimenting with some basic models myself, and it's amazing to see how they can complete sentences or even write short stories.
@stbrown08
2 ай бұрын
Best tech explanation I’ve ever heard - I am not a techie and I understood everything she said
@DougWhitehead31
Жыл бұрын
I think I can make a slight correction here. Let me know if I'm wrong. The idea of "generative" in Generative AI isn't the ability to "generate" the next word, but in that the model is able to generate new observations (or data points) based on the distributions in the data. As she describes, LLMs are part of the idea of foundation models, and LLMs are the NLP derivative of FMs that are able to sample from those distribution of words (or tokens).
@vishalamle8330
Жыл бұрын
Thanks… I was bit confused at 1st view of the video and then just saw your comment and it clicked me that missing part… No doubt she has explained the very complex concept in the most easy to understand manner…
@kuljitchahal3570
Жыл бұрын
In an NLP setting, predicting next token is actually generating a new observation.
@ivanleon6164
Жыл бұрын
is just like she said according to what i have read. but would like an expert to give input.
@householdyang80
Жыл бұрын
It's the same thing. You're just talking about a different shade of grey, there's like at least 50 shades.
@sussechandrasekaran7959
Жыл бұрын
yup!
@naturallyfun7543
Жыл бұрын
Great explanation at a very basic level, very easy to follow the whole video. Thank you very much.
@tonyyf.vutton9274
9 күн бұрын
It doesn't make sense at first, but at the end it all links. Thank you IBM.
@aaronchongcs
Жыл бұрын
Thanks Kate to simplifying the AI model explanation to general layman, interesting time to be in to see how AI is evolving like what science fiction movies have predicted all these year to become a reality.
@lamboseeker238
Жыл бұрын
Have you actually watched those movies.
@lemuhuru
6 ай бұрын
@@lamboseeker238 There are less dramatic movies like 'Her' which paint a more realistic use case of Ai rather than the Terminator. I suggest you watch that which is relevant to the current Ai Assistant market. The "Machines Take Over the Universe" plot is a dystopic fantasy not rooted in reality.
@syn9ro
Жыл бұрын
Because the video is flipped horizontally, the text she writes may appear readable. This is a clever solution. Additionally, wearing black or dark clothes could further improve the text's readability.
@chanchalsinghjamwal
10 ай бұрын
Kate, this is really highly informative and one of the best videos I came across for gen ai.
@davidlowe8597
Жыл бұрын
Great video!!! IBM used to be the undisputed leader of computer technology. Would be great to see Big Blue back in the game and become a leader again!!!! (Apple's market cap 2 trillion dollars, Nvidia's market cap 1 trillion dollars, IBM (the former world leader of computer technology) 120 billion dollars). Hope to see a publicly-available LLM from IBM soon!!!!
@janmejay.
Жыл бұрын
Thanks Kate for this awesome video. Interesting to see the vast use cases of generating AI other than chatbots.
@LasseVågsætherKarlsen
Жыл бұрын
Can we take a second just to appreciate the skill necessary to write proper readable handwritten text in reverse?
@kedarjoyner2861
Жыл бұрын
I would assume the video is inverted after being filmed? 🤷♀️
@gigabytechanz9646
Жыл бұрын
Very clear and systematic introduction! Thanks
@videovideoguy
Жыл бұрын
Great explanation about the Generative AI Models I think your last proposition will make a great impact to the human kind with the help of Generative AI
@mouradtaqui6881
Жыл бұрын
Great presentation. Make such a complex topic seems affordable, means that there a lot work behind! Thanks
@sbanerjee2005
Жыл бұрын
Outstanding explanation. Thank you!!! Please continue such great work.
@arifulislamleeton
Жыл бұрын
Thank you
@akaratrujirasettakul7367
Жыл бұрын
Thanks. Easy to follow for non-tech. Great!
@s2r2420
Жыл бұрын
Great insights into the concepts of Generative AI. Thanks
@lufiporndre7800
11 ай бұрын
She just example the whole AI bubble , so awesomely, Kate great job, the best video I have watched so far on the internet. 👏👏👏
@curiousphilosopher2129
Жыл бұрын
Book Recommendation: "A Primer to the 42 Most commonly used Machine Learning Algorithms (With Code Samples)."
@Kunal4980
Жыл бұрын
Very precise and accurate video explains things clearly whats gonna up in future ! - thanks Mam.
@satyabatchu4761
5 ай бұрын
This video offers concise and informative insights into the AI journey, perfect for those who are new to the topic and seeking a clear understanding
@DigitalAlligator
Жыл бұрын
How could even she write backward? No one comment on that?
@ironlion2776
9 ай бұрын
Flipped image
@mahbub2345
9 ай бұрын
Record the video, then flip the frames
@Abanjostring
9 ай бұрын
But if you flip it, she is still writing backwards. I think we will spend more time thinking about how she writes backwards rather than the actual AI subject matter.
@Adam-k5d5e
8 ай бұрын
They flip the image: kzitem.info/news/bejne/tqWwxaOpf6aoaW0si=mY_rcCxcFlxFVoXO
@autoheadroy1140
8 ай бұрын
She is writing on a special Two-way digital glass panel.
@femiidowu794
5 ай бұрын
Good Job Kate. Also, good use of the whiteboard and colour annotations. It helped that you also used simple language, didn't over-crowd the whiteboard and effectively used spacing between the concepts, as well as with the groupings for the workflow components ie: (FM /Prompting on the right of the board) , from the (LLMs)concepts on the left hand-side of the board. Thanks for sharing your gift of teaching. your contribution is appreciated. If you have a course or workshop that you teach on GenAI, I would be interested in learning more. (hint, hint) Cheers
@funnyguyjohnson
10 ай бұрын
I've been studying and getting certifications in Prompt Engineering, Mathematics, Coding, Data Science, Open Artificial Intelligence, Machine Learning, Deep Learning, and Neural Networks for a few years now. I can't find a job anywhere. When I'm in a interview and talk about the cost saving benefits and increase in productivity using Artificial Intelligence and automation, they usually end the interview right away and send a Dear John letter that they went with another candidate.
@markov1917
6 ай бұрын
Doesnt that tell you something
@bluewater82
9 ай бұрын
I’m more impressed that they mirrored the video so that her handwriting was flipped around for us.
@IBMTechnology
9 ай бұрын
See ibm.biz/write-backwards for more
@timapple9580
9 ай бұрын
Thank you! I also commend your ability to write backwards so legibly
@TheTuubster
Жыл бұрын
It can not only used to perform tasks. The real revolution: It can be used to check the abuse of power. Formulate a prompt beginning with "Evaluate the following scenario: xxx" and replace xxx with a description of an abusive situation in a family, at school or at work. The AI will pretty clearly point that fact out to the one being abused. So buckle up if you are someone who bullies and gaslights others: AI will make your abuses transparent within seconds once someone takes out the phone and describes what just happend. THAT is one of the revolutionary aspects of AI.
@VegascoinVegas
6 ай бұрын
I think you just described the nightmare scenario. AI will not only replace the acting talent. AI will replace the writing talent for content that is created for the largest, lowest common denominator female viewing audience in America. Because that is the most profitable demographic. You would be saying that AI will stand up to the intellectual dishonesty and the gaslighting that is used in content to reach the largest lowest common denominator female viewing audience in America. I disagree. It will be amplified to new levels. I am not saying that women reject intellectual honesty. But I am saying you can never capture the most profitable demographic with intellectual honesty. You capture that audience with emotion porn.
@ChaitanyaShedge
2 ай бұрын
great video around the Gen AI model, Thanks
@vaidyanathtdakshinamurthy8732
Жыл бұрын
Fantastic presentation and a great way to promote IBM offerings.
@vishalmishra3046
Жыл бұрын
In future, large language models can generate high quality training data for a small language model and replicate their capabilities in a small model. Many children grow up and become smarter, wiser, richer/wealthier than their parents by growing up and learning in a relatively newer and better world. Similarly, LLMs will reproduce advanced capabilities into smaller models which will grow and eventually reproduce, leading to significant break-throughs.
@atomictraveller
Жыл бұрын
thanks to ch*tgpt i've finally been able to build my own RNN in c/c++ and dozens of other things. simple series prediction (audio spectral extension) took a few hours to train a FFNN to satisfactory results, but training a RNN on 96 input "hot one" text chars has taken over a month to train on my little asus L210 and i'm maybe a third of the way based on loss. there's one thing i've observed in decades of procedural media programming, procedure tends to express outside of human discretion and can expand or distend our experience and concept of expression. plus, per burroughs' cut-up method, you do tend to get a bit of EVP and transduction in procedure. aheheh.
@atomictraveller
Жыл бұрын
but yeah i was looking forward to swiftly crosstraining my text model once trained :P initial input an analysis of childs' fairy tales and an eloquent and wordy sufferagist were the best open source i could find. relly tho you know i oughta just put out a few words eh.
@CamiloSanchez-yi4ee
Жыл бұрын
Outstanding presentation, thank you IBM
@JJs_playground
Жыл бұрын
As impressive as AI is, Kate writing inverted is just as impressive.
@vinallu
Жыл бұрын
I got distracted when she wrote LLM and for the whole 8+ mins my full attention was how is she doing that.
@shutterbug-sr
Жыл бұрын
@@vinallu same here, I was wondering whether a different technique was used for the whole production. I am still curious - whether she is writing inverted or some interesting technology here ?
@goodtech_rules
Жыл бұрын
@@shutterbug-sr its called lightboard, learning glass, etc. - It's current state of the art presentation technology.
@safiya4339
Жыл бұрын
@@goodtech_rules . Thanks! "A lightboard allows a presenter to write and draw while maintaining eye contact to deliver their message in a natural and engaging way. Video is filmed through the glass and mirrored so the orientation appears correct to the viewer"
@judfrench331
6 ай бұрын
I was thinking the same thing!!
@maheshp1374
3 ай бұрын
Just loved the content and especially the clarity in which it was delivered.
@ARATHI2000
Жыл бұрын
Thank you so much for the introduction to a very important topic.
@IKnowNeonLights
Жыл бұрын
So basically what is happening in a large language model is that anyone can take a or the best teaching method of let's say the English language level one, two, three and advanced, uploaded it in a machine as a software, then have it be used by anyone that already knows and has probably learned level one, two, three, and advanced of the English language. Plus it seems that complex combinations of spreadsheet cells and whole spreadsheets are being passed as neural networks...! I do not understand on the other hand if that is pure genius or simply not. What it most certainly seems to be, is artificial intelligence, as it is obviously stated. If that is the case, here is some advice for anyone wanting to learn a language such as English on the complete cheap. Simply use the Google bar, or any other descent search engine. Begin with an I, an if, a the, a word and just fallow the suggestions in completing a sentence. Once happy with that begin in the same way and at a point along the sentence, simply use the alphabet in learning all sorts of sentences and words. Just as being in a course or school, without actually being there, have some extra windows for entertainment and anyone will be proficient at a language in no time.
@mahawewar.dimanthi810
4 ай бұрын
They have uploaded the mirror of the complete video lecture ☺️
@saikatnextd
7 ай бұрын
I think I have a different viewpoint on the fact that Foundational model are a part of Generative AI ( 2:35), foundational models can drive predictive AI as well as Generative AI depending on the type of Neural Nets we use, as the name suggests it acts as a foundation for both alongwith customisation & automation.
@slepynewbie
Жыл бұрын
Outstanding explanation, I'm even more impressed for your hability to invert your writing effortlessly... mindblowing! congratulations!
@Daniel-dz5jb
Жыл бұрын
I was thinking the same. Then considered that if she were to write on the glass board 'normally' and then flip the video horizontally, it'd appear as if she was writing in reverse and flipped at the same time. Not as impressive as a skill, tho...
@bobbycapa4317
6 ай бұрын
My brain keep trying to figure out how she's writing this on my monitor
@PianoNumberOne
Жыл бұрын
Very Well Explained !
@eugiblisscast
Жыл бұрын
using this to study for university, thank you!
@davspa6
Жыл бұрын
I just listened to the first half of it, so far. Why is it that you're trying to predict the next word rather than give understanding to the computer program?
@o1-preview
Жыл бұрын
69th comment! As a researcher, it feels nice to see IBM will be researching with me this great new innovations! Best of luck IBM, you are going to need it!
@DarkSkay
Жыл бұрын
This "blackboard" is so good :)
@Hemanthg7
5 ай бұрын
amazing and great presentation
@YuriKhrustalev
19 күн бұрын
when a big company says "we don't know what is the data it was trained on" that is confusing, you run the internet, you have the resources
@NK-iw6rq
9 ай бұрын
Excellent explanation and breakdown by Kate, brilliant woman !
@lsnyder
10 ай бұрын
very nice presentation thank you
@ivanrodriguezc
Жыл бұрын
Thanks IBM Research Team, this videos are amazing as a learning resource
@Droidzi
Жыл бұрын
3 minutes in and i have learned zip about AI
@DjoumyDjoums
Жыл бұрын
LLM can complete sentences based on data/stats/tuning/prompting/etc, but that doesn't say how the program computes what to say in the first place. If I ask GPT "what is chemistry", how does it know what to say, it can't be all based on sentence completion.
@oluwatobibalogun9761
3 ай бұрын
How are my just discovering this channel. Cane across the deep learning video yesterday and this today. Thumbs up
@MrJLHK
Жыл бұрын
Impressed at you writing backwards 😮
@rohanmaharaj3827
Жыл бұрын
That's reversed video 😅
@Ashwin_1198
Жыл бұрын
Bruh she isn't she's writing on Glass LightBoard...the glass is causing the inversion
@dreemwizard
Жыл бұрын
I am impressed how she is writing all of this backwards so we can see it correctly :)
@IBMTechnology
Жыл бұрын
See ibm.biz/write-backwards
@mankind2393
Жыл бұрын
Generative A.I actually helps with writer's block
@ibnearabi3640
Жыл бұрын
There is something really special here.
@romshes77
Жыл бұрын
I know someone else who wrote inverted..he also painted well. impressive
@catursura9168
Жыл бұрын
very well explanation for beginner like me
@VaibhavPatil-rx7pc
Жыл бұрын
Excellent explanation, top of top
@KatjaKlahr
24 күн бұрын
Very interesting video! I am also very interested in finding out how it was made. Filmed through glass or some sort of screen that she drew on? Are is there some other tool in use here?
@vinasi1
7 ай бұрын
Great explanation.
@SwadeshiKitchen
Жыл бұрын
Nice .. are you writing over mirrors or this is some digital tool
@jonathancooper7068
Жыл бұрын
Excellent explanation.
@christopherhlozek2138
3 ай бұрын
Very informative. Thank you, Kate.
@michaelcharlesthearchangel
Жыл бұрын
Creating a Large Neural Network (LNN) for AGI is the next logical step; including modular rotational-to-translative cognitive functions aka COGFUNCT in next gen quantum computing code; to better precess & realistically simulate a smooth AI dialectic process for generated AI dialog. COGREG & COGFUNCT are composed of embedded QUREGs & QUFUNCTs via quantum wave functions in quantum magic states available to a quantum computer.
@wangqidong
Жыл бұрын
What the teacher said is very good, but what I am more interested in is how the writing tool she is using works. Is there a glass in front of her? Did she write on the glass? Yeah, who knows?
@IBMTechnology
Жыл бұрын
See ibm.biz/write-backwards for details
@captain_crunk
Жыл бұрын
Is the video a mirror image, or is the thumbnail a mirror image? I'm going with the thumbnail because we all know writing backwards like that is super easy.
@8eck
Жыл бұрын
Very very high level.
@mdkumarz
Жыл бұрын
Basically the whole presentation is speaking to shareholders as to why IBM does not have a ChatGPT kind of thing yet.
@dixztube
Жыл бұрын
Great job but did you mention safety or say the word once? I’m 80% in the video
@Tracertme
Жыл бұрын
I really like these series the only thing I would question is does AI really exist or is it just a marketing buzz word underpinned by ML. Surely your foundation model is just Pb of ML which is cost prohibitive for regular businesses. The other not inconsequential risk is with large data pools have you really defined your objectives adequately at the outset and supplied the right type of data to obtain the business desired outputs. We all know many of these projects fail because of poorly conceived inputs at the outset leaving many businesses deeply frustrated. This is the analytics of statistics and deeply refined probability factors because it’s done on scale.
@inamahdi7959
Жыл бұрын
Your question and elaboration of it are completely unrelated. What do you mean by does AI really exist?
@d4s578
Жыл бұрын
AI is generated by ML. She explained that ML models are getting very large so expensive to run requiring supercomputers for large language models (LLMs) with billions of parameters. She also said there is potentially issues with training data as not practical to manually vet billions or trillions of data items. But LLMs are very useful and are what drives Chat GPT etc
@voltydequa845
Жыл бұрын
«I really like these series the only thing I would question is does AI really exist or is it just a marketing buzz word underpinned by ML.» ---- The marketing decides what is, or what to call, AI. Consequentially - premising that you read & remember Orwell's '84, as we & you can see there are so many people that attribute intelligence, to the chat version, because their intelligence is of similar level & quality of the Chat's one. This buzz opens much more questions about the intelligence of the public affected by the hype syndrome, than that of statistical (with a bit of extra, like 'classification', that I sincerely find difficult to imagine without exponential growth of complexity) 'intelligence'. So, looking for intelligence on the client's side, as can be seen from two comments here (I don't see the third one), is like Diogenes looking for humans with his lamp.
@voltydequa845
Жыл бұрын
@@inamahdi7959 «Your question and elaboration of it are completely unrelated. What do you mean by does AI really exist?» ---- His question is related since his elaboration has to do with presence / absence of impact (of the 'intelligence'). In this context 'does AI really exist' means 'if it is already here', or it is just a marketing buzz / bluff / hype / bubble (remember the last bubbles - let's hope there's no too much excess of investment). By the way I noticed that people that preserved some common sense do not need specific knowledge to say "wow! let that intelligence stop chatting and go out to do something useful, like repairing out streets, bridges, infrastructure in general. If it was all that useful they wouldn't serve it as a chat.". AI could come, one day, but for now we are feeling just the impact of the promising God Of The Parrots.
@voltydequa845
Жыл бұрын
@@d4s578 «AI is generated by ML. She explained that ML models are getting very large so expensive to run requiring supercomputers for large language models (LLMs) with billions of parameters. She also said there is potentially issues with training data as not practical to manually vet billions or trillions of data items. But LLMs are very useful and are what drives Chat GPT etc» ---- Really? We wouldn't have missed what she was talking about if it was not for you. I'm sure you can compete with ChatGPT in describing what was the video about.
@sunramaroc
5 ай бұрын
good work and fluid presentation, many thanks
@divaldootto7879
3 ай бұрын
Very good!
@lawyerwarrior
Жыл бұрын
Great info Kate. What kind of White Board are you writing on? It's so cool!
@SunimalEdiriweera
Жыл бұрын
Excellent presentation Kate ! Thank you !
@arasefe
Жыл бұрын
I really would like hear how IBM uses Generative AI to "solve" Climate Change issues. I remember Microsoft selling AI years ago as a panacea to climate change.
@DJWESG1
Жыл бұрын
Should tell them about the new digital analogue computers that will house these frameworks.
@arifulislamleeton
Жыл бұрын
Introduce myself my name is Ariful Islam leeton im software engineer and members of the international organization who and members of the international telecommunications and development IBM
@daxtonbrown
Жыл бұрын
"Trustworthiness" => How to censor unpopular ideas.
@atomictraveller
Жыл бұрын
heheh trust they'd line up to die for a maIN-SEctt overlords ahem
@johnames6430
Жыл бұрын
yup, it's going to be bad
@ruchiiklambaa5325
5 ай бұрын
Great content explained with simplicity!
@Cuervaud
Жыл бұрын
Very very clear presentation! thanks!
@mikerae-design
Жыл бұрын
Awesome Introduction! Looks like I'm hooked on this topic.
@SpineTwister
Жыл бұрын
then you're fish since you got hooked
@antoniovictor6080
9 ай бұрын
The emergence of LLMs that are trained unsupervised with internet data was like giving computers a Pandora's box to open
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