Transcript for:
AI and Future Careers

Ok GPT talk in Hindi. We have this Tell me the five with the highest promise What are the jobs? Absolutely. so in india Some high-promise jobs will emerge. First of all, this is the most important career of this year There is a podcast. Many people don't know about AI against this narrative that means Jobs will be lost, he will snatch away the jobs. Yours Jobs AI won't take. your job is that person Whoever knows AI will take it. Hmm who today Don't know about AI. three to four years Later those people will feel regret. one and the same I do not agree with the thing. You said three or four year I think next year. Wow. As many as these Different chat bots have also emerged. Geminiae From GPT, Grok to these you can You can compare it a little bit. You assume that Well, GPT's mom and dad are a bit He is very strict. Do not abuse So you should not abuse. say no to grok kept. I have told Grok that whatever happens to you The output seems most likely to be He should give the output. So Perplexity This is a very good tool. if you need to ideate that if someone wants to start or use it How much does it cost to do it? Share four tools that are very useful Their careers have a website From making presentations to creating visuals from writing the script to composing the song, There is an AI for everything. For Entrepreneurs They Should Know Whom Have to hire. If your bus is zero to 2 Even if you have years of experience, you can earn Rs 15 lakh You can earn upto Rs. from this. So if you are today You are 16, 17, 18 years old. this is a very attractive There may be a career possibility for you. Definitely. Friends, I have done more than 900 podcasts. But From the perspective of this year, at this time This podcast is very interesting from a perspective It is very important because many people have jobs Will go away because of AI. This everybody he knows. But what are the basics of AI Are? How can you apply AI in your own career? Can you do it? in the next 10 years What will happen in the world of careers? in We will cover all the things in today's very This is an important podcast. Obviously this is 11th And very useful for 12th standard students This is an important podcast. But I hope that all Students sitting with their families Watch this podcast. with notebook take notes for me the most important Podcast Off 2025. Today's guest is with us in TRS Has a PhD. He has done his PhD m bangalore se in data science her name is Dr Nandini Seth. We thought about the guests as well I have selected this topic after understanding it For. Dr. Nandini is known for her cutting edge Teaching Style and Cutting Edge Research. He has helped many entrepreneurs, many To all aspiring AI professionals I have already given coaching. Friends Professor Nandini Seth is a founding faculty member ET Masters Union. of the Masters Union So many team members have come to TRS But because these people are genuinely Indians We are changing education. remember if you are in 11th or 12th and if your Interest Computer Science, Software, technology, data science is in ai then this This is the two part episode for you. earlier today This part will discuss the basics. Next The episode covers AI Based Entrepreneurship, AI with in the corporate world, AI Agents, AI tools, all these things It will be explained. But today's episode came I'm hoping that everyone brings their family together Try sitting. because the basics are very veryint to begin this Conversation. Also keep in mind that Dr. Nandini is providing a 100% scholarship For one student for the four year under Graduate Program at Masters Union. The The program is about AI and data science which The most relevant subject of today's times Is. We have linked its details below. Its sequel episode is also in a few weeks There will be a show where we will talk about more advanced things. But from a basics perspective this is the Mostant Episode of 2025 Dr. Nandini Seth on T R S. [music] Nandini Seth ji, I am very I am excited for today's conversation. A People say that these days the hearts of many people I regret that I did not do it during lockdown Do not invest in stock market during I had done it. Those people are deeply regretful today. We But after three or four years, those people regret it. Those who have learned about AI today will feel Don't go. Who today has AI related If you don't upgrade your skills, you will feel bad. I think this is probably the most important thing this year The career podcast is in my eyes. so thank you For Being in the Studio. thank you for Having me. Now you will agree with whatever I said yes or like how do you feel? from the same thing I don't agree. You said three or four years. I think next year. Right? This is that one This is a skill you probably should have learned yesterday. But it would be a very good thing if you learn it now. Is. for this podcast when I myself When I was studying, I came to know that my friend I don't know so many things either. And I I have studied about AI. But today's In this episode, we come down to the very basic level We will begin. Hum and then we'll take it to a very deep part of this skill set or Can we start with your career trajectory It is my endeavor that the audience gets to know you First and then from there we will talk about actually upgrading skills because of me I think this podcast will also be helpful for students watching, professionals are watching too and parents of students and professionals Also watching. So it is assumed that Everyone knows that AI is going to Change the job market. AI is going to change Income Possibilities. Hmm. And AI is a New skills to be learned in 2020. Correct. Ok? Correct. But first, we start with you We will do it. Ok. So the very beginning of the journey Let's start with. Ok? So when I I was in school, school was getting over. Those who were standard 90s kids were called I thought I had to do engineering. what little we have When he was older, he was told to become a doctor Is. By the time it came to us it had happened that Do engineering. go to IIT. Which Was a great thing. But someone gave me advice told me not to do something that will cost you a lot It also generates more interest. but also like this Do it so that your employability is maintained. So Then I chose Maths. near me Physics, Chemistry, these were all options. There was an engineering option, an architecture option Was. Meaning, I had seats in all of these. But I ended up going to Delhi University. I learned maths from there. Now that the maths The maths degree was coming to an end Yes, it is very abstract. Very It is theoretical. So go to the last year Has anyone advised you or not yet Actuarial science has a lot going on. If the employability is higher in it, then you can You choose. Study of Statistics. Study of Statistics, Risk Analytics studies of. Basically, doing a risk analysis How is our life insurance made? His He did it later. After that someone said If you do data science then you have done data science. But through this journey I realized that There are two things I learn a lot about. First, what are the skills that will help me succeed in the next 5 years? Who will keep you employed in a year and who will do the second It's something that I enjoy doing. So this journey led me to do a PhD. I gayi indian institute of management bor From where I got my degree in Quantitative Techniques I did my PhD and after that, now I am a professor Whatever I have learnt, I will share it with people I try to teach it to. Ok. A Quantitative techniques are one of the most important aspects of AI. There is a building block. Quantitative Techniques is a larger thing, maths statistics but also decision Science comes in. inside that of mine Her specialisation was in machine learning. Machine learning typically brings AI to us There is a means to do it. Ok. I am cut to today a what would you say is your subject As a professor. Ok. so i teach courses that are aligned with statistics and Optimization but also Data Analytics & AI. Ok. A, as many people as this one looking at podcasts for their upskilling The journey will start from this episode. Ok. A So from that perspective, this is what we call upskilling About the basic building blocks of Tell me. Ok? So let's understand this a little bit Let's try to do it again From an Employability Perspective. Ok? So If you think about what kind of jobs does it exist? There are some jobs which There are high repetition jobs. Some Jobs Which are novel jobs. Take There is repetition. Once I did I I am a doctor. I gave a diagnosis. The second diagnosis will be different from that. Right? Similarly, if you talk on the knowledge spectrum Do it. There are some jobs in which Once you have developed that skill, You keep repeating the same thing and some jobs is such in which we constantly You have to learn. If you are their If we make a combination then four of us will be there These become the categories of jobs. Now In which category are you already Are you placed or where do you want to be placed Are. It will depend on the basis that you AI literacy is required. You will gain AI fluency Do you need AI design capability? and this is enough for all three There are different treasuries in which Like you said, we already know We should have stayed for the next three years I have to learn. So I think A.I. Literacy can build us up very quickly should give. Maybe build it in the school itself should give. one minute at this point I I would like as many people as possible to listen to this podcast I am doing this podcast with a notebook and pen Listen. when i was studying too Lots of advanced level AI There are Indian tutorials on YouTube But no one has said anything about the foreign channels of the channels Did not explain it in a very simple way. we are that This is our effort. Ok. so i would say that What you told me about the four categories So I thought that the four categories that you have List out and expand on them a little bit Do it. Ok? it's basically self There is classification. That means a listener himself be classified into one of those categories will be based on like current career and their Hope for their career. Ok? Ok? So Now let's start with our first category inside which your job is such inside which Very high skill means a lot of things I do not want to learn it. we once learned But it is gone and it has high reputation. Ok? Now What will come inside it? in lots of places Such as manufacturing. Lots of space But now AI robots are being used have been. Because of which you can do quality checks Can do it. instead there is some human being there Stand there and monitor for defects. Now! We can detect visuals using computer vision We are getting it. Ok? So in this case, if you I want you to continue. you so much AI should understand that you can do these things So that we can operate it. No one expects anything from you won't let you design these. Any I will not expect you to do this Make the changes. But you can see its output Can. Ok? So we need that in it. There may be a job that requires repetition There is a lot but there are some new things too We have to keep learning. Such as Customer care servicing is done. I every I know that every time I have a new person will come. It is a repeated job. but every time i The response should be different. there is a lot More AI tools have arrived. Chat bots are here Have gone. So what happens? First Joe FA That is a frequently asked question So the chatbot tries to answer. If the chatbot cannot do it, then Comes to the human being. so again me I need to know how my chatbot works He is answering. what thing did he probably miss I have given it out so that I can answer it. Ok? Then comes our third category Where my reputation is high but That knowledge of mine should also remain high. As That he is a doctor like a lawyer. Now its What has come inside is that the use of AI tools have started doing it too much that many lawyers who probably would have taken four hours to do a In making the contract. Now use AI They can make it in 50 minutes. Or Doctors who are radiologists are very It was necessary to check. Such as If I take the example of India then TB Not very good for diagnosis Radiologist is required because in early stage Can't make a diagnosis. But now A.I. using it, such systems have been created that we can also send it to the village where there is a Only after the scan can we know whether any whether the person has TB or not and what is inside him Human intervention is not that much required Is. These are very specialized use cases Let's go. So to make this, we have to do this We need people who understand AI very well comes which can create this AI Engineers ML Engineers who do all this Build the systems right and then our last Category of jobs comes under which Our knowledge is also very high but Our repetition remains low, artists right Abhi you need very high skill to make a song to make a to make an art form right but Now we are noticing more and more that AI is also going into that space to create songs AI can create art forms So what is there in it that gives us the skills Such people should know about ethics I can talk about AI ethics because there is a lot of conversation and There is a debate going on right now whether this is right or not It's wrong, whose ownership is it? It's the artist's. that this belongs to the one who repeated it Whether consent has been taken or not We have people for all those conversations Those who understand ethics are needed If you understand then that one is a different category. There are people for whom you can take training Are. Ok. I am a little bit concerned about the public's perspective I will talk to you here and please then you Categorize it. first of all i am an artist I will talk to K. Content Creation, A Interior Designers, Architects, A Actual Artists, Graphic Designers And so he was placed in the fourth category. Hmm. Then there are highly skilled jobs where every day there is a new There is a challenge. doctors, lawyers who are very Study more and do a job. give and take Loosely placed in that third category. Services category majorly if you say Someone offering individual services It becomes a category. Entrepreneurs Where will you put it? Entrepreneurs are every places exist in my opinion because you are an entrepreneur but you Do content creation? I I am an entrepreneur but I am in education I work. So entrepreneurs are You can also do it in category. So There are all possibilities for entrepreneurs. There is a possibility for entrepreneurs but yes AI Adp De should know whom to hire. Morant's okay. So entrepreneurs should know this There should be knowledge of the entire chart. Off Course if you don't know anything yourself You will have to hire it, right? only then you You are an entrepreneur. how do you scale To your business? how to make it profitable To your business? You can also call Military Personnel Where will you categorize? so interesting Right. There are a lot of AI's in the military too Applications are currently being made and the military I also have engineers who are designing are for military use case but also There are also soldiers who are just using it. Ok. Ok. So, we have talked about four categories. I told you. The audience categorized itself Did. Now what next? Ok. Now Let's start building up. Ok? If So your job is such that you only have to This is to understand how AI works. So We have to work on AI literacy. Which ones What tools can I use to My job will become easier. Ok? Now I Slowly building the building blocks Am. So the first thing that I will say is I am saying this, everyone will have to do it. To you too I need to know that maybe the first part of the script is How can you use AI to write a draft? You can do it. I also need to know that To create a classroom presentation I How can I use AI? whoever is on the assembly line if he sees a photo and it is written in it that this If it is red or green then know that too You will have to know what this red means and What does green mean? There is no in this I am not expecting you to be very You will be able to do it only if you are well educated. You need to be able to read signals. Ok? So This is basic AI literacy. Now its It comes down to AI literacy that I understand I should know how to integrate Should I do it? I took the output of my AI and I added a little bit of human decision making Inside it. take a step back for a minute Are. Ok? again public perspective say a at this point everyone chat gpt Do you know. chat gpt mostly i think her Someone has also used it. A he is on WhatsApp A round symbol appears and it looks something like this People use it. Google has Gemini has made. Loosely Speaking Audiences Mostly people don't understand all this from a perspective It looks like beans only. what are we all these Chatbots Are Relatively the Same? The structure is bean. Accuracy and how much Are you able to use the capability or which one It would be better for the use case It is different. Effectively for every chatboard There are different strengths and weaknesses. correct absolutely You can tell me a little about this now. Ok? So Now if I were to choose the top three right now The most commonly spoken is your chat GPT And deep seek and let's grok. Ok? Because it has come very recently. Elon Musk has made it world popular I am higher. This is what we would talk about now is AI Literacy. Right? yes that is what happens AI Literacy. Correct. So AI Literacy My recommendation is for people to increase This chat box should be used more. You should play with them first. there is Nothing better that will help you learn AI than The idea of ​​learning by doing. you have To play. As long as you don't use it You won't even understand. Now chat is GPT also like asking you by giving two different answers is that the one did you prefer because he too I want to learn from you. So as long as you Unless you use it you will I will not even understand what to do. Nobody is saying that what he is saying is true Take it at face value. in which There might be a problem regarding that We will also discuss how the problem occurs And why else could it happen? But you can use it once Only when you do it will you understand which Which task is it good for? It is not good for. for what i Should I relay this? what did i rely on I will not do it. Ok. The first actionable one is this There is a separate section for people's documents For. The first actionable thing is to play AI With. Play with everyone. It is not that the same Play with the tools. As many tools as you want for free Get access to play with everyone. Ok. and most Common Tools Now Chat GBT Grok Deep Seek which is Chinese Gemini is from Google and Perplexity Perplexity which is an Indian Founder created it. We are from India now Our own people are also coming. Reliance I think one There are so many Ola artificial devi right now something called kisan gpt that is coming UPS which are specifically for farmers It is being made. we have bhashini that is Coming up for non English speaking It is being made. All those things are coming right now Are. I think India is all that track. Because we are very slow and study podcast are doing it. We do small experiments will do it too. Ok? so i have my phone Is. I played a lot of chat gbt With. Ok. Ok. A new document I am starting it. last two to three weeks I've read a lot for this podcast from I have done my chat with GPT. Ok Talk GPT in Hindi. with us Nandini Seth ma'am is sitting. a hello to them Say. Hello Nandini Maam. How are you doing? We want Hindi, Hindi. Hello Nandini ji. How are you? Ok. So We want to show the audience that How to play with AI. So a common Let's take the subject that in the next 5 years Based in India from 2025 to 2030 Industries and data tell us that What are the five jobs with the highest promise? Are? where people can make the most money Are. According to you tell me this and please one We also get inputs from a practical perspective Give it because there are so many listeners listening There are podcasts which are all career oriented and If you have more than five jobs listed out If you want to do it then do that also. Absolutely. If we look from 2025 to 2030 So here are some high promise jobs in India will emerge. First Data Scientists The demand will increase a lot. Second, AI and machine learning The scope of learning engineers is also huge Will increase. The third is cyber security The need for experts is going to increase Because digitalization is increasing. Fourth Growth in renewable energy sector too If there is a need for a sustainable energy specialist Demand will increase. Fifth Health Tech and New jobs in biotechnology too will emerge. Especially telemedicine and genetics These jobs are not only in engineering Financially it will be lucrative but career will also be good Very promising in terms of growth too will remain. ok my post is about nandini seth Do you remember that I talked to you? yes you told me that Nandini Seth is yours She is a good friend. no no look here I actually did not tell you this. We are chatting GPT has a small limitation. This We call it hallucination. Sometimes, AI what does he do that he doesn't understand That sometimes he gets confused. See The point is that he is working on a concept He does what is called attention. so that Figures out the most important thing What did you say? if you type a whole line You will say that you spoke so many words He understood everything. Ok? These It is very different from your Siri and Alexa. Ok? We use S and Alexa. In Si and Alexa you say good Say morning. He says good morning They go silent. He doesn’t say this. You You will tell them straight away that you have made a mistake. They She will not say it is noted. We are here, right? he to you She won't tell me so many things that this would happen yes it happens. read that news and tell me will give. Ok? He is a translator. he understands I am getting it. That is not generative. That Narrow It is a part of AI. This is the use of generative AI There is a part. Information from yourself It is generating. So now you too are wrong sometimes You can generate information. You have very I have read something. Probably not in your mind or you have associated something wrong Took it. He just did the same thing that I became an associate. Those who have for a year Played with chat GPT before. the people there If you play with the same GPT today then you will notice that will do that answers are too much news There have been improvements. So are all these chatbots I continue to improve. Yes. So Improv There is no correct word here. Ok? So the whole chat is a game of GPT It started around 2017 It had started. Ok? now at that time Understand that chat GPT is one of your Have a friend who doesn't read much Is. meaning he spends a lot of time on the Internet. So he reads a lot. Articles, books, news, everything. Ok? Now that he has read a lot of things curry, he thought of things in his mind I have developed an understanding. We are human beings Understanding is developed only by reading Of things. So what happened after that? First In Go, when it gave us the output which The Initials were the people who first I started using it at the time when The output would come only on the basis of this But it was about what data went inside it what happened was books blogs internet Pay Generated Data. then inside it Human feedback started coming. Because and If more people start using it then more The data started coming in. And if the use cases are out More versions of it were created. So what happened to him? He learned better. I mean, what I just shouted to four GBT that friend no this Say the wrong thing. Now he learned human feedback Is Nandini Seth your friend or not? Not there. We have another problem which came up I said that I am from the word improvement I would like to nurture it a little more that it not only gives you data on the basis of Shows patterns. It seems to us that This one is behaving like a human being. But he is not a human being. Very It is statistical in nature. that pattern I am speaking on the basis of recognising it Is. If I Told You The Sky Is Dash. Tell me the next word. Blue Correct. If you ask Chat GPT also, it will be blue He will say it only. I will ask other people too Only Blue will speak. Exactly this is the concept Is. What did he do? he said skye you If the word is spoken then I will add another with it I extract the associated words which are related to this the most important word is my sky the most The associated word would be blue or dark Sometimes by scanning thousands of articles on the internet He has earned billions of billions of rupees very little right he said this is the highest frequency of occurring with the highest probability What will be the next word, it should be blue If you wanted blue then it came and you also said blue The chat gpd will also say blue but now you You are complicating it because I I am seeking advice Indian Context In. I am asking which jobs Will be the highest paying. the most All of that would be lucrative or you Started entering the complex. So Because of complex inputs, sometimes they can make a mistake. Another thing that causes He can make a mistake. Iz we have a lot of it now Human data has started being entered. If If there are errors in human data, then it is He is just reading the pattern. There is data bias If so, it will read the same pattern which If there is a pattern with bias, then that biasness is also there will come in its output. We are a light one I would like to pause here. I noticed it myself We have played that the longer and deeper the Your preps will be that much better You will get answers from AI. Correct. Meaning Please pull it immediately and give it props. Correct. Suppose if I go from AI to politics if I am asking about myself then I am asking about myself I will put conditions that you tell that Modi ji Who will be the next PM after ? Right now you every Take a low scan of the state. People's Edge Scan it, etc. I am a cricket fan So I ask, ok what about Kohli Record is highest run scorer in IPL One of the young cricketers of today Who will break the record? The Dark House among these Who is it? A those people who have just this year Who among them made his debut in IPL? Basically if you are a really long props then the AI It will give you very beautiful outputs. correct it Depends on your preparations. absolutely so when we are saying guys please you guys Play small tasks with AI first Give up and gradually work on your own Proper engineering skills. This is what happens Prt Engineering. Correct. Correct. So First, you need to give it context It will have to be Who am I? Why am I asking this question Am I asking? Ok? so you tell him It will have to be Like you said I am I am recording a podcast. these are mine There are guests. I am featuring this to you Am. you set the context to Why am I using you? Isn't it? it's almost like your expert that are you calling or yes bhaiya now tell me You have been called here. Now you talk Do it with me. Ok? now contact set After doing that you have to tell him inside Is that my exact question? But when we question each other Much of our human understanding it occurs. A lot of ours in it There is contextual understanding. Me I know about you. you about me know something. He doesn't know. So you have to You will also have to tell me that the question I am asking From which perspective is she asking Am. Did you ask for the five quotients? Are you asking this because there is some study wants to do it? is that why you are asking Because you want to change your career yes? Do you ask that because your There's a data scientist sitting in front. What is there a reason? so after that we're going to do this first one Will give the context of the situation. then we I will give the context of the question. then we go Will ask him questions. so definitely that The output will be better because you have put it inside what did you do? You treated him better I tried to tell you that the most important thing What is. Whenever I start a new work flow Getting started with my chatbot. I accept that he is a child and I tell him that these people are around me We are sitting here and we can use the script for you For writing or podcast questions or whatever other little thing I took If you have noticed then in our organization We have a role of EA EA is called executive assistant as an As the Founder In my own mind, I'm a thousand times Thoughts go on and on from reminders From problem solving to scheduling scheduling trouble shooting that's it and it's a very The complex role it takes a lot of Responsibility and energy correct but at The End of the Day EA is also a human being. So if I gave EA an instruction like this no but in that instruction 10 15 all There are instructions. unless that person is writing it down they won't be able to REMEMBER. But you can do this easily with AI You can. This does not mean that I am fully Will be replaced through AI. hum but i think it's a vice it's a sorry vaishnav it's a it's a wise decision To Look at the Chatbot as Your Own Personal EA irrespective of your job correct see now You are a founder, okay, you have a lot of There are things to do if I have a lot A simple example I told you that my little I have a daughter who is two years old and I am chatty I also ask him what he has to eat Let me feed you, give me some options. to me so I don't understand the options. Ok? or else If I were teaching my college kids And sometimes it's on very basic things If I get stuck then I tell them that use AI as a tutor and Please read it from there first and tell me that Did you understand it? when I do not understand I will explain when he comes. so already guys Just use him as an assistant have been. Ok? AI tools have arrived like this Those who are able to do scheduling better. So use it for scheduling purposes also It is possible. trouble shooting, problem Solving this is very human There are aspects. So we reach there Have not been able to reach. right now because we are Till then, let us assume that we are generative I have reached Intelligence only. Ok? I was probably telling you this outside as well that There is a thing called Artificial General Intelligence. Ok? we are at that place We haven't yet reached the point of humans He starts thinking like that. that emotion is a trouble If he is shooting for you then he will be yours How do you react to personality? what is his problem with it It will have an impact, everyone will keep it in mind What will be its ethical and moral implications He will keep humanity in mind He can't do it right now, AI can't do it yet could but getting there People say that in 10 years, ok if a lot If you stay optimistic I think It can also be achieved in five to eight years. Correct Is? This means our audience will be something like this Who would be Marvel fans. Ok? So iron Man's Jewelry used to be a Jewelry An example of what it might look like Artificial General Intelligence? Because Jewis didn't just perform tasks, I used to just read patterns, not just He used to show maps. Take care of Tony bhai too I used to do it. Used to take care. by yourself and I was able to take the decision. we we if he felt that There was an attack and he took the decision to shut down I used to do this decision making etc. AI hasn't arrived yet, but it seems so that in two to four years we can become a Semai will reach the autonomous stage where I am at this stage right now I am talking about I can do that with Alexa Siri, like I did He said this is narrow intelligence. You chatted Talked to GPT. This is generative AI Went. Now I can build further like this I can build a system to whom I am telling this, look You take care of my entire scheduling Please Keep. I had some really good Chinese food I feel like it. find a place make me a Reservation. that my reservation is also done automatically Lets do it. He should make the call there. suppose him If the table is not found then call somewhere else. But AI is doing all this for you. The final decision is still yours. you go Do you want to eat it or not? AI on the Can do that in the next two to four years. Learn it Vaishnav. no i see my view point as a The founder is actually Aaj Vaishnav and Atharva I talked to both of them that please go deep into it Self Study of AI. we all i think you are 23 24 Out of college. I didn't learn it in college All this. It is also important for one more thing Ranveer it will free up their time to do more Meaningful work is okay so we maintain the task If we give repeated tasks to AI then that frees up our mental bandwidth We could do something more meaningful, we could do something else If we can do it, if we can think, if we can create it A lot of people are against AI Keep the narrative that means jobs are gone Jobs will be taken away but not this thinking that it will also create jobs, It will also create bandwidth. What does AI know? Because of this we got to work for only four days Have to do it. We spend three days a week as a family can spend with. We spent three days to do things that make us happy. I agree that this is a dirty decade, 2020 Of. There are diseases here, there should be war Earthquakes are happening. Its There will be a very golden decade after that in 2030. Ah if we play our cards right now. I love your optimism. Look, a lot of Mank people have also come on the show. He also predicted that It will be very dirty for the first 5 years Things will get better after that. Butt I This is seen from a solar punk perspective Am. That means two perspectives to look at the future May be. Cyber ​​Punk or Solar Punk Cyber The punk that appears in Black Mirror Morbid sad Moros war disease that Actually it happened in the last 5 years. We and Solar Punk what you are saying is that the world which will come now We will be happier in that and with that happiness AI and AGI will get us to the point a but it's very important to understand the present correct absolutely whether your Your own future cyber punk i.e. negative Will it land in the future or will it be a solar punk i.e. Will land in positive future. so now good The part is that AI is also very good at teaching you AI Is. So you can also ask chat gpt That brother chat gpt how do you work? What does gerative mean? Pretrained What does it mean? of transformer What does it mean? explain it to me as I don't know it. So he will try to explain of. Ok? so what happens now is that when I I used to read that internet was fairly new to me It was expensive too so I used to use internet during school days I couldn't rely on it. I am in my college days When I went there, WhatsApp and YouTube and all this It began to increase. So just a little bit of Reliance was because not that many people were generating Were. Right now even content creators are working on this Creating content. YouTube videos too And AI itself is creating content on AI Used to be. I could make a whole YouTube video I am only on the basis of AI in which He is writing the script as well as the record He is doing the same thing and he is uploading it also. The caption is also the same and the track is also the same doing. Correct? So right now we have I talk about being intellectually lazy there is no scope because everyone Have access. of our country Mobile phone penetration is so high and Mostly we have mobile phones here Those are smartphones. then use smartphone If you can use WhatsApp then you can Same with AI using smartphone You can play around. This is a I will also give a realistic perspective. for this We have tried to make a podcast for the full week to fully incorporate AI into content and We have been helped, but the final The product has a lot of human inputs in That is, our most skilled writers who are our most skilled editors He has had a very big role in the last week To generate this kind of content. a its Definitely way better than it was last year. But she is improving every year. AI Driven Content Creation Isn’t It Where It Is should be yet I personally feel and I told you this I have read all of Harari's books that the future belongs to the human beings Who works along side AI means you You should have skills in engineering for AI Literacy back to our skills means like everything People say AI will take our jobs AI will not take your job, that human will take your job Whoever knows AI will take it, we will be correct so that is the key here that you feel that Jobs will be lost. jobs no augmentation Must be. There are also some jobs that have There is not much skill requirement. Very are repeated which will go Too. This is due to too much optimism I will not say that nothing will be lost. But he Have always gone. When the Green Revolution Happened Still, jobs have been lost. Nobody is bent in the A society comes where any new technology If it is introduced then it will be in the first short run Jobs are lost, but many are lost in the long run Jobs are created. World Economic The forum also said that 85 million jobs are lost But 97 million jobs will also be created. Ok? So keep that thing in mind We have to ensure that our jobs are augmented It will be done. Like you said, AI driven. Or AI assisted work is increasing too much Used to be. It's up to me. Whether I have knowledge I am a worker, even if I am not a knowledge worker Am. Whether I am a student or I am Housemaker whatever i am doing in my life It is up to me personally or professionally How do I get AI to help me To simplify life. Ok? Meaning We don't know the home address of middle class kids How many hours were spent in this conversation What to eat tomorrow? Now I would get it made by AI the whole menu because AI has now become so After all the repetitions I know that my house What do people like in me. wow that means there You can learn a little bit about AI literacy from this Don't get addicted. I mean there are a lot of such Things that special school kids can do Addicted to these terms of social media also in terms of their screen usage Also. I think this is still better Utilization of screen time is less than At least you can learn something based on this so let me also switch it a little, that one which The time we were spending on social media Split it so that half of us are face to face We will do it so that our humanity remains intact you were saying that humanity is very important and the remaining time is devoted to mastering this new skill use it to develop where we I am learning something. Whether we use AI tomorrow Even if we don't become engineers, Even if we don't want to do engineering, we want to do tech Do not go to the field. We forget that There is an AI system. AI is not a tool. AI There is a system. When there is electricity in the world When she came, everyone's work had changed. Everybody's life There was a change. AI is the same. now he has come And now everyone's life is going to change because of that. Is. Whatever you do and whatever age you are yes. So think about how my life will change. and how can I go ahead of the I can remain a middle person. Basically what you Said that 97 million jobs will be created. Now This is a podcast about those 97 million jobs Correct. As you yourself said, Engineer. Ok? Remind yourself when you Was in school. Someone named Content Creator There was a job. was there any job that was social media It used to be for the specialist. Why did that happen? 90h I got the internet. on the basis of internet People realized that yes, right now our We have this thing that we can use. Many people have found it very creative Used in the proper way. very large companies to his brick and motor stores which were Digitised it. Many banks have their The transactions have been digitised. Very Governments have given away all their things Digitised it. Likewise, creative people Find an outlet that has that content Became creators. it is a new job Creation because of internet. we in the same way Because of AI, your AI specialist, ML Engineers, Data Scientists are like your prep engineers you spoke. Ok? that fine tune Specialist that you yourself told us we discussed how to do fine tuning Is. Different-Different is increasing. The accuracy is getting better. Improv He continues doing it. How are you doing? We people While doing some work, you are improving Are. So fine tuning experts we have A.I. If we talk about ethics then the ethics expert is this We need all the people right now and these jobs actually enough degrees for does not exist and for these jobs There isn't enough training right now, whatever people are listening who want to Going into spaces encourages me a lot I will ask them to explore some of this Do it. You need to be a technical engineer There is no ethics in working. As. Look, I know this one The podcast is viral. a lot of people to see are going to. So I will ask you a question. If Someone wants to get in touch with you. Any If I want to talk to you then how do I get in? Touch with you? Lind, Instagram? Ok. We link I will take it down. Ok. An Honestly India needs people like you. No Subject experts in this space. a so Are you okay with people getting in touch with you? Yes. Yes. Absolutely. very happy to help anybody who is trying to find out more opportunities in this space wants to Learn more about what to study and what to do Where should I study from, of course, ok Back to the Algorithm That We're Creating notebook we were actually talking We have corrected everything about literacy did a lot of literacy things like you just played we prepared We talked about engineering and decided this There are many use cases for this. Such as Knowing where to read literacy Actually AI is being used. They There is a lot. proper engineering term People get scared after hearing this. prapt Engineering is not engineering. No It doesn't happen. No Prt Engineering Has communication skills. correct Correct. This is the same thing as if you had Thoughts must always be kept structured. You How will you structure the thought? this is for him Creates a framework. Ok? so that's you Basically you tell me this. Now I want you to be with me If you want to ask a question Ranveer then you will think about it right? how do you ask that question in the first place that you get the right answer. PRT Engineering That's just how I approach these systems. because I always remember You have to keep it, this is not human. he is still human There are no beings. This is a precision or a Any probability on a statistical number I am playing on. So how do I get the best Can I? How can that number be the best? How much context should I give? How many I Should I formulate the question clearly? I How do I ask the question that best suits me? Got answers. Like for example, as many as you want we told them that they are listeners Categorize into four categories. if you I don't know which category you belong to If you are landing then from this podcast which You must have known those four categories Tell the chatbot. and about myself Tell the chatbot that friend I should do this Am. I want to do this in my life. My This is my dream and I want to earn so much money Are. you tell me what am I chat gpt should I? And the good part about this is that Their boundaries are very porous. any this I am not saying that if you are in a category If it happens now, you will stay there. you move You can categories. If you feel that There is not enough further scope in my category So I can move my category. They Also Chat GPT can guide you or Any one tool can guide you to Where can you move? Its next What will the progressions be? This framework is yours Isn't it? yes i mean this is conversational like this It is not an established frame. but this is It happens to the professor Work. you are teaching a very complex Subject in a structured manner. this is The Best Form of Teaching Point. A ok. It is a simple question. this is in my office too The discussion was going on. and anyone can do the right thing No response received. Hmm. And every A.I. No different inputs are available in podcasts. So give as simple an answer as you can. It would be better for this question. These All the different chat boxes that came out were Gemini From to GPT Deep Seek Grok you can compare these songs bit by bit You can. From a May 2025 perspective Because things keep changing every month. But how do you compare these with the age of now? To? So I will tell you with an example Am. You yourself said that we I felt too much reluctance to write On AI because we write AI based podcasts Were living. Ok? if i am doing this task If I were in your team's place then I would be one for a perticular thing I would use different tools. Different Would use AI. Like if you I want to ideate something good means idea If you want to remove it then perplexity is very good tools so you can talk about things that That will help you a lot in idea generation. why would it do so because the kind of data it has The data that has been fed is More focus is on creating newer things There is an artist entrepreneur and an idea You want to create, you are a white collar worker You have a lot of ideas to come up with Perplexity makes you more accurate Gives response. She has fewer hallucinations does what was happening to us. Chat The biggest strength of GPT is that it It is very versatile. So if you have an idea You created it and now you said no but What can I discuss with Nandini ma'am? Am? Beyond AI what can I talk about? They Things that make GPT chat so great he will tell because he has the most There is data. B is the one whom we talk to the most There has been repetition to improve. Algorithms that give first move advantage there is just a little bit of attention which is If there is a research paper which is very important for us Listeners will be very keen in 2017 There was a seminal paper that was published by Google itself It was released which is a very technical paper But still everybody did it on the same basis I started developing everything on my own Definitely a very big first mover only There is no first mover advantage, look at them We have a lot of money too, now both of us Things balance out, that means they are hand in hand They go and bring out a really good product. Now After that we come to deep seek. Deep seek na now as you were saying earlier that I I ask which cricketer will do better Or which one will he do? which this analytical there are questions if you Nandini I want to ask him why I got these statistics Have you read it, is it true or not, that deep seek He does very well because he gets trained This is done so that it is a stem first train It has been done that Science Technology Engineering mathematics explains such things Could resolve more. chat gpt sometimes He gets the maths wrong. even basic maths sometimes The plus minus one makes it wrong. Here the chances are less in the deep sea because He has to train for this particular thing Has been done Ok? So he is very into it Is good. and in the end if you want to know it would be like hey what are the people doing in real time right now are you talking? what is going on right now then I'll talk to Gross because it is integrated, like What happens to the Twitter data is that it It does very good real time analysis Is. He tells us what is going on in the world right now Yes, he makes it very well. so everybody's Everyone has their own strengths and Everyone has their own weaknesses. a literacy The part is for us to understand that Who has what strength? But as if You are right, age on date. because things Makes progress very quickly. So A.I. A little space is like this, the world is such that Things are changing very quickly inside Is. I would like to say two or three things. First So I would like to say that whatever the tech I have friends from all over the world Son told that all these companies are running in a race I am involved. and access to AGI for everyone Have to reach. Maybe multiple people up to AGI Will reach. Hmm. But the company which first started AGI She became very powerful till she reached will go and basically make more money. We because at the end of the day all these There are capitalistic intentions. we do another thing I would like to say that the audience should know the technicalities Loosely Speaking Saying one thing without explaining I would like to and please add to what I am Saying if you feel I am saying something wrong. Hmm hmm. a To design a tool a lot of people work together to Are. We are with those people right now which are their own resources plus those humans A small glimpse of the personality of Atleast it appears in that tool. yes also And not just that. like everybody says that Grok is very good at mimicking personalities in doing. so like if you have the script Write it down and you will give Grok the info about how Ranbir is and for Ranbir Have to write the script and you can send the chat to gpd Doge Grok will probably write better because he Personalized is better. Grok Elon Musk It has been launched. In the hands of Elon Musk Twitter is X. Correct and Twitter Many people have their own thoughts on X my own feelings are so down pour that's why The tool has a build up. We grok the most It is a more emotional and emotive tool. not empathetic it imitates empathy is Different. I somehow you told me enough that how Ranbir talks or I talked to Ranveer All the podcasts that have happened so far He fed all of that into an AI and I told the AI ​​to talk like this then AI will do it because it is Ranveer's Just studying the patterns. that empathetic Not there. if there's something wrong with someone right now If he goes then how will Ranveer react AI will probably react that way because He probably doesn't have the data to back that up How would Ranveer react in such situations? Is. So that is an imitation. He doesn't have that personality and empathy. They Artificial General Intelligence is what you They are talking about Emthi coming, Sesians will come. He is not here right now. A I know means one We have bro level conversations Regarding Grok. So the whole behind this It is a statistical concept. So when the chat When GPT runs then there is a layer inside it which it continues to ensure We always make sure that we don't go away from the context and we live within the bounds of ethics We are doing what we think is ethical. See now AI Ethics and AI Liability and Accountability is not a space that They are very dark. just too much talk I am not able to do it on these. other than some European companies don't matter much is doing about it. so that's why it's right now Does not come in spares. Her kinda loose If there are boundaries then they can do it. GPT is more decent. You assume that that gpt's mom and dad are a little too much He is strict. Sharif Nashrif then anyone It happens. his mom and dad are a little more He is strict. So they have already It is said that I am home at 7:00, which means I am home at 7:00. And if you don't want to abuse then don't abuse I have to give it. I didn't tell Grok. to rock I have told you that whatever you think is the output na most likely it should give that output Leave aside the rest of the things, just give me this thing I am also news from him, we talked a lot In between, from India's perspective Actually even two are the highest in America These models are coming out from there Ethics and regulatory norms are what they are still very little because we don't even Understand because we also don't understand the meaning There again we talked about how China The state is central driven. Isn't it? America on the country because one thing is consumerism it is very high but also very much Private player is the lead. There he is just Let's optimize on profits. Atleast The current players are on that We are optimising it. This is also the reason why this is It seems that there are no hard boundaries Too. So the foundational model is from America itself It is a GPT outlier. his hard Boundaries and Ethical Understanding The underpinning is different and Grok's is different. A There’s one more chatbot I’d like to highlight. Gemini which Google created. A Google The biggest advantage from a tech Perspective is Google.com that for so many years He has known those people deeply. The searches have to be done in-depth. my thoughts Chat with GPT is trained through Bing search On the engine. Initially when chat gpt starts If it had happened then there used to be a train on Bing. His After that a lot of He also borrows the content. gemini offcourse As you said he has full access to Google So he builds it from there. so therefore Gives higher accuracy. we we are this Gemini's advantage that helps you pin point Will give some things with accuracy. More It will give accurate. given you enough context I have given it, so it will have to be given there also. But every Chat boards will also have their weaknesses. thats What I feel. Absolutely absolutely. so a little bit You can also highlight weaknesses through this. Yes. Like chat is the biggest GPT The weakness is that those technical things are very He cannot do it well. as if as if Like I told you, the maths Sometimes he makes mistakes. exactly plus minus Sometimes it also gives the wrong result, maybe GPT. He is decent but not a bookworm. Yes maybe. He is a bookworm. So who said that just Only maths students are studious. means well write the code Sometimes. the code isn't that good I would write. But yes, he writes poetry and songs He plays it. He does it all. No code The better he writes. whatever comes from deep seek There is a little problem, it comes in this that people should be aware about their data privacy there is a little doubt because it is out of China. So therefore a lot of Organizations are that cheap. But still very much All organizations move towards deep sea they are not doing it because they feel that Our data will be shared and we are sure Not there. We are a little geopolitically yes Meaning as a user I do not trust Deep Sea It's just my own personal bias Because you need to know geopolitics also When you are using the products The geopolitical angle is the same reason as TikTok Why was it banned here, same logic means I I will tell you that much, that you will do it till that level Play with that a little too, just learning More about myself from Perspective don't reveal it yes yes that means you are general Ask questions in which you can answer these questions very easily. Meaning, by not giving your context you are saying this You want to ask that friend this is my maths Please solve the problem, I may have made a mistake It is there somewhere, you should ask someone no problem, he will fix it too All software engineers write code If there is a mistake in the code, give him the code and tell him Please give me an error in your code, fix it do it and write those elements anyway He does well, that's his strong suit In any case, you do not have to do personal data economic Data fine, although personal financial data So put it somewhere consciously Needed but yes of course he is in deep seek People are concerned about data privacy. Even now this conversation happens a lot globally Is. Individuals as well as for organizations For that too. Geminiae Gemini Again is not as versatile as The chart is GPT. That accuracy and precision It is very high. his algorithms are very It is strong. But those are such versatile things He can’t do it. As much as he can do. They Shayari Wirey will not be able to write that good The more you know the more chargeability It is conversational. Gemini a little more The fact is that here it is, here is the fact It was like that. So that is not conversational. That's one challenge with it. Grok's The challenge is to make the game again more real Very good for time analysis etc. that I need it quick and real time Needed He is so good because of that. But The biggest challenge with Croc is that he is a by The best part about The Way Chat GPT It's that it has a lot of users. So what happens is that because he has so many There are users, so it also has user feedback It is available very frequently. and second People have posted a lot of tutorials, a lot of Have prepared all the documents so that you You can learn it. na in grok right now that one The level has not arrived. He is very specialized people are using things and He also uses organizations generally. It has been happening. Individuals are still very few are using it. Butt Social Media You have to do the analysis as an edge Grok is very good for entrepreneur Is. But if you want to learn how to Will it work or are you stuck somewhere. If you need help then you need a lot Resources will not be available. So right now Grok's At present this is the biggest drawback. As a teacher, I feel that I can teach someone Even if I recommend it, they will not get enough Resources are not available regarding To study in. I'm sure that all of these Companies are not very concerned about their weaknesses Are more aware. and they are probably Working on it. Yes. Improve with three things This can be done through AI. Either you can save the data Make it much better. I am speaking Better. I'm not saying much about it Feed the data. Better quality data Bring it. Get a little more diverse data Come. That will make your AI system better. The second is that you do better engineering Stay your own. I mean the way I learn I am doing it, how fast is that learning How much time is she consuming, You please make that better. and third is that you How much are you incorporating human feedback Are. The more people will use you The more AI you can capture, the more human feedback you can Improve it as much as you can. So AI evolves mainly from these three things Is. Got it. and our end users Those who are listening to this podcast. Basically, You have given me three instructions so far I think Are. The first instruction is to tell yourself Categorize them into four categories. Then Know the Basics of AI Literacy which is available in this This has happened up to this point in the podcast. The people yes this is all ai literacy as much as we have I talked to him. Ok. Third point you said that Friends, use chatbots. just for now Know what is possible and the different chats Use bots. Learn by doing play with It. Let us dedicate one hour a day. Don't just do chat bots. I mean, mine This is to say that chat bots are not very specific also come. Ok? so it means a lot Specific AI comes. There is a website Whose name is There Is An AI For It. To you If you have to do any task then go to that first Check it. No AI exists. From making presentations to creating visuals from writing the script to composing the song, There is a need for all these things till it becomes an art form. AI exists. now i am not saying that you are an art form on its basis Make it. But we were talking like creative Of the people. Now a lot of creative people Story boarding has to be done. Ok? Ok? story boarding their final There is no output. That means story boarding Essentially let's say if someone shoots something or shoot some movie Basically understanding which sequences Things will happen in. for this thing from let's They have to create something or make an animation. I have to make something for him. You use AI By doing this you can form your thoughts very quickly. To structure it well. Correct Is? If you write a script, you first To use a draft or structure You can use AI to create it. This will definitely keep our human input But he will focus on important things. More Will focus on creative things. We are more You will be able to iterate over it. So just chat GPT or Perplexity, Gemini Rock These don't use it. which also become specific AIs for the things that I need for school Want to make a slide show. try exploring how can it be made on gma.i. We are here, right? I want to create something visual. Napkin. Try it and see how it can be. I want to make a song. gan. by paying See how it is made. So these are the tools Play along too. What will happen to you is that Specific use cases are also starting to be understood You might think that yes, I can do this. We Post Ghibli World. yes because your This was a big conversation between you two The point is everyone in the entire timeline of AI Everyone Gabe will have many such moments Ranbir was a significant point because One thing was that suddenly a lot of people Adopted this style. because of this They use a lot of these AI tools Which were visual tools. But because of this, a lot of More conversations started that hey No one is talking about ethics. Any I am not even talking about anyone's life The time was worth the effort of that artist in which he made sure that the manner Made of. Create a 30-second visual I used to spend four months in the studio for this. Why did you use it? That's why he kept waiting a little You would have come and learned some system. Every school of thought says this. one by one The type of people who say this. The second type of People say that if you learn it then Imitation is the biggest form of flattery. So what is your problem? Imitate Him Let it be. So this was the conversation Who owns that? If something goes wrong Whose liability is it? I have seen AI If a document is written using this and If any legal action is taken on that basis Whose fault is it? that I used AI Did it or did it do AI? because it has that output Gave. Conversation about liability, about ethics conversation about whether I belong to someone or not style, taking someone's art form to I can replicate it. means is it just Fan art or am I actually stealing something? I have been. those conversations that were there A little bit of rock had gone under. but the reason for this It surfaced again from there. So me personally It felt good because I think he too There is a side of AI on which we need to rely Emphasis should be given. We are AI for Society. How is it doing? wow what you said is that one The track was said in which we are cyber on that We are going. which was our sad track In future when will that sad track come? when our Humanity will go away. When will our humanity Will you go? When we think stealing is ok When we think that doing anything wrong is okay Because you know you can make better money from this is it happening quickly or it is happening quicker So I feel this is also the identity of humans what do you mean ok for example we can do anything do you do it right in the content Innovation and thumbnails to podcast topics We know that all these things are copied. I will go and I don't feel bad because Now I have been doing content for 10 years. For 10 years People copy us so I copy mine The perspective is to keep innovating we keep creating you yes which is Picasso's Style on Great Picasso Dali's style was Dali's style The style was similar to that studio The style was his own style, if he innovated Even if you are doing it, it is something that is naturally It is theirs which we are borrowing. So Borrow with permission means if I am absolutely yours I picked up the whole script and wrote the same thing I go and have a conversation with someone else I will look that is me plain copying na to Where are you taking inspiration from? Where are you borrowing? where are you The plates are being copied. Right now our There is no categorization for that either. So People are just telling me to do that let start. they start talking That till where is it ok to do it. we are ok and then he said Well, I actually thought at first that this The entire AI A to Z will be podcasted. We but in A to F A to F it still feels like This is a very dense podcast. and to I really benefit from this conversation Think Audiences Actually Play a Little Bit Should with A. we we therefore I think we will get back to the charts in part two of the Episode. Ok. But for now, these are the basics. This is an AI episode, let's cap it off a little bit We give it. This is the final section of episode one. Ok. So we gave a homework to the audience. You Talked about AI literacy. you have explained The Different Options. We will ask a couple of basic questions if someone wants to start or use it to do. We basically just go to google.com. Type grok use grok. Use Chat GGB Type it. You will get the link. From there Get started. All Hindi Capabilities It's in the bots. I don't have it in everything but yes It is large. All of whom we mentioned It is not in deep seek. As Linguistic capabilities now in Grok still not as good as linguistic Capabilities are not built in. butt yes You can do chat in GPT. Geminiae You can do it in. Ok. A and these two How much does it cost? It's free. To you It is free to play. Till and Unless We want to do something a lot heavier than that Are. Much heavier than When I Say. suppose to me You have to put a document and get it read and I have to say, hey tell me what is in this The output has arrived. like the one from Google There is a very good tool named Notebook LM. You can put it in your text book or any You can put a chapter and tell that its basis Ask me 50 questions on this. to test that Have you studied properly or not? They He will ask you. Hmm. So all that is free. But That is, if I have to enter 500 documents and If we want to analyze it then its cost Is. But that cost is still available to our users. Should not go to. Those Mostly Organizations use it. Individuals I use paid versions less. yes my Paid version of GPT 1500 from Khyber Pakhtunkhwa How much is it available for Rs 1700, 1700, 1800 also depends on how much process that is I can do it but what does it mean It happens that either you take it on monthly basis You can do it or as per the usability How much memory can you take You will consume it and you will pay on that basis You can. Edge In 2000 Inside You Are A Pro The version is available. And I have an option It was shown where it was said that for ₹ 0000 you can unlock the higher version hum hum they now they Prices were fixed some time ago It used to be like you could even buy a $20 one You can also take a credit of $50. Now in Indian markets they have launched its Versions have been removed. Slabs removed how much will you spend then how much I will let you use it. Now what things Talk about it? Like you did with Notebook LM I just mentioned it. we are here for almost 1 and a half hour talking to. A tool from Google This is it. Yes sir. Yes sir. Notebook LM Google itself has released a tool which Like its name is Notebook. You There were a lot of things written in the notebook Are. But sometimes it happens that I I am looking for something but I can't find the notebook In. So, what does he do? Notebook LM has two very nice features. Notebook LM I can put a lot of content in it. I can also post podcasts in it. In this I can insert newspaper articles. I put my own academic books in it I can. I can post research papers And I can tell him that for me Simplify it. out of this to me Tell me the questions. I am not specific I can also ask questions. I am today's You can ask this by uploading the script of the podcast I wonder how many times Ranveer said ex and ji Ask very specific questions like these I can. The good part of this is that It does not hallucinate because it build on top of the text you've created has provided. So this is from here and there Not learning much from the internet. It has learned the capability from there But this will give more emphasis to your text. He is asking questions from him. But its The best part is probably our He has a very good following among student audiences. It will take place. I can put any text and say this Can I convert this into a podcast? I put the text of our conversation convert it to a two person podcast I can and she can complete it artificially He will make a podcast and then I can listen to it. So these are the capabilities of Notebook LM They are very good. We will edit this out I will give. No. No. Kidding you also talked about Gemini Curry which is Google's main chatbot. why Has Google created Notebook Alum if they had Gemini, all these tools are different. Tools to do this specific thing Are. It is not just created by Google I have done it. As many examples as I have given before I was giving it. napkinai slides to gmaai gantai These are specific tools. one of these There is a purpose. They will serve a purpose well Rather than being a very generalized being that he can do a lot of things Is. Ok. So whatever you know about chat bots I talked about these being very general tools So that the common man knows that AI is this And he can do this as well. Tools on the They are specific. yes tools specific There are. it's for a task are optimised. when I am speaking are optimised. It means that they You have been taught that this task will How to fix it. It could be that he Don't perform other tasks as well. So Task Specific Tools of Data Literacy Second versions are made. then now I Let us understand what is General AI and what is General AI How to use it? now its next version is whether I can do this with specific tools I have played it and seen that my Those which are important for the domain How the tools work. Ok. Wood You Say Imagine Google just created Gemini. So they've got that basic chatbot. just now that 100 prompts in one sitting with a chatbot The engineers gave him 1000 prs. Yes. And because of these prompts, now He has become a tool. Correct. tell them to what you said earlier is it Gemini or ChatGPT is done. All of these would have been These are the foundational models. This is called this. India does not have its own foundational model yet Not there. Butt Foundational Model. Deep Seek It was China's first foundational model. Their Lots of use cases above and because of these Can be made. to which as you said Propt Engineers have used specific Have made things for the task. and that task means that task can also be such that play poker with me you tell me that What is the probability in Teen Patti To win. Such a task can also be undertaken. But that is for a specific task It is optimized. Ok? a practical perspective to the audience. Again, audience is career Oriented. A You can bring with you four such tools Share it. ok that will be very useful in their careers. Ok. my favorite The notebook is LM. I tell my students I tell you the same thing as well. I love her so much I also use it. sleeping notebook lm one Is. Second, the kind of world we live in right now They spend a lot of time reporting to us generation and presentation making and all that It has to be done. so a tool called gamma dot ai who has that very good Creates presentations. She only gives you I hope you tell me about this thing A presentation has to be made and that is based on that He will also write the entire script. For him It will also convert it into a presentation and you You can edit it from time to time. napkin ai which I mentioned earlier it is a great tool when I You have to structure your thoughts. means that I have just said so many things In the podcast. If I were all of them If I put it in a napkin it will give me a very Will provide good flow charts and visuals. They will club things together nicely what is important is not important like this By doing. So that is a very, very It is an interesting tool and I think it is That providing a visual tool is also a big deal. So something like mid journey or daily which your A visual representation of any narrative I will create it. they are interesting For tools to try. We provide all this content It's for Creators Agency Professionals A very fun activity to use visuals Generations and all that. But you can do this even while sitting at home You can do it. For a lot of people. Right? Like there's a lot of research on this How the learning that happens can be greatly improved happens if we do it in visual form So if you create visuals for someone I don't know much about physics concepts. I want to create difficult concepts If I make it my prompt, I will The visual will always come to my mind Maybe I will be able to remember that visual I may forget the concept but because of that visual I can remember the concept of we got it Tiny Break from this Conversation out When we were sitting you saw the Chinese students I was told something about us okay two things I have told you. At first it was loosely deep An AI bot named Seek was released to the public For. I think two-three months ago. We and It became a very viral moment on Twitter Pay. Correct. Nvidia's Stucks Plummit It happened because of this. We are his too Give context. And this is a Chinese company Is. Correct. and second which children in china There are six year old children who also have AI in their lives There is an element of that, tell me that too because Honestly China became a kind of world Leader. Correct. so tell me these two things so that People should understand the context. Ok? So Chat GPT came before Deep Learning came Was. Ok? So the world knew what It happens? What is AI? or LLM which is called large language models what happen? Ok? But Very few people know that LLM Train to train or chat GPT It cost too much money to do that. because to train him we need GPUs are required. Ok? jisp that the memory on which it is stored The data is processed. We have this Everybody knows it now because it is very common There is a trend of using too much data Let's assume that GPUs are used to create these models Just like buildings are made from bricks AI models on GPUs Yes Memory there is a store in which we can make models Let's make one 10th with oneth capability Deep learning in the 110 GPU space at a price made himself just as accurate was as much as chat was GPT. Means Loosely Speaking like we compare ISRO with NASA Let's say that ISRO has done this in less money I have done so much. Similarly, the Chinese AI The company broke down for less money. correct This is called frugal innovation. By the way if If you go into technical terms then it is called frugal Innovation. Frugal means I earn more money I did not spend but I achieved something good I did it. So China did it with more deep seek He did that. Now Deepsea has its own challenges too Are. If there is China then people are worried about data privacy who remains concerned. those elements It is in it. But efficiency wise when a chat It uses GPT. Now how can you and I Do you use GPT chats? too much Normally we used the free version Did. But when organizations use Or you may want to use it for any creative task. If you want to do this then you have to use the paid version It is his. Paid version of Chat GPT because A lot of money was spent in making it. They It was expensive. The paid version of Deep Seek is very It was cheap. So that's why this whole thing You said that the economic impact that came It came because now the same products are available in bigger People are getting it cheaply, right? Gives same accuracy and precision Used to be. So the one who has a lot of data He did not have any privacy issues I have moved it. That's why we are all this We got to see the economic impact. Now tell me about Chinese children. Yes. So China is very interesting. Ok? China did not first do this for AI He brought the concept of Everybody. In 2017 He himself had said that by 2030 we will I want to become the world leader. and China any When one chooses to do something in the domain then He is very central. His government She leads all the initiatives. it's very Centralized. So the government made a policy I changed it. Now the government has said that You will be introduced to AI in all schools It has to be done. What they are calling AI Literacy that a child should know What does AI consist of? he doesn't say You can make a 6 year old child an engineer Two. But they are saying that the six year old A child should know what AI is Is? What can AI do? how could I do Is? and when a child is using it then He knows what Snapchat's filter is Is this an AI filter or is it on Instagram that I No, this is not what I got as a recommendation from AI This is a recommendation. that is just what they are Expecting Younger Age Pay Gradually by building up that these kids eventually If they want to become the biggest market by 2030 then These kids will become graduates by then. wow 2030 2030 de se 2030 he I have set a target for my country China did. wow Ok. Coming Back to Our Process Notebook Time. do you want to expand on those four Categories? or do it in another episode Needed? a so first things ai literacy so It's base. AI for all four categories To do literacy. And these are also for AI literacy There are different levels. as we are discussing How the first foundational models worked Are? To use them. second ours this one Learns how to use specific tools Have to do it. If you build on top of that. Now if you know these two then take whatever you want These are tasks that require effort, if you are in that two If you do that then you can do pretty much everything anyway you will find it. First, the person who only knows to understand how to review it brother it can be wrong sometimes When can it go wrong and with second lets You have given the example of Executive Assistant or I called the customer call center I had taken an example. Figure it out there to figure out which one is important for me Tools. Should I learn those tools? My work will become better and easier. We can do that thing. because this There are systems where A.I. Assisted but with human supervision It is required. Are we okay? now after that The categorizations that come in these are a bit There is depth categorization. Like we have a what is prep Engineering. So my task was like this In which we were talking about content creators that we were talking about We are talking about entrepreneurs Were. So what is it there that Doing engineering properly is the third level which is very different that I am enough I am giving context to my The problem has to be solved. at the end of the day Entrepreneurship Is 90% About Problems Solving End 10% About the Product End The service you are selling. Right? so that one Am I enough to solve the problem? Can I give you the context? I do the setup Am I able to do it or am I not able to do it. I How did I tell him that my tone is the same as that of the system Have you set the system? like you are saying Every time I start anew, So I tell him enough about myself I am a proper engineering student It gets moved to the side. So the one who is a third category comes to me, it helps him Engineering has to be learned well in these editions to the first two and then jo mary fourth category comes where I am talking about I wonder how I can do better diagnostics are doctors how can we be medical or health what can we do in care How can consultants become better or I How can I become a better professor for that No, this is a very specific use case. Then when we have such a specific use case In which high knowledge is also required and There is low repetition. Then we need AI Engineers and there is a requirement of AI desires so that they We can create tools for that use case Like notebook is lm tool. I mean personally A tool built for your practice Will go. Choose the one that best suits your use case The tool will be created. Correct? means like I gave you an example of TB The one with detection. Ok? one of the same kind And there was an example in which he could hear that sound He used to tell me what are the chances that Someone has a lung problem, COPD There is a problem. that was also one other tool That was created. Right? So, these ones are very Tools are available for specific use cases. There is only one design for this No requirement of qualified engineer It would have been. because a proper engineer only is giving prt. Ok? So I got an A.I. Architect required. which will also tell This data is important. which will also tell Borrow this data from here. which also will tell you that when you are learning you are The new data may be more useful to you It is important. So this floor chart you Whatever things you are explaining till this point In this episode, all of that happened at your hands. is in. The Users Can Handle It Themselves. after we get here it Turns out that sometimes you need an AI Architect AI Engineer in Your Office. You You can become that. So I will say two things. If you are an entrepreneur, then yes you should An AI engineer, AI architect, AI To hire a director or ethics controller may need. now it is available There are engineering jobs also. then prapt Engineer is an engineering one so we are talking How good a prompt am I as a user? I can give it to you. but also organisations are trying to figure out if i am eligible Better plans by hiring engineers can create it Am. This bit is that we need AI agents. If you are an entrepreneur you can hire yes but you have to give him a lot of money You will read it because it is a niche. Ok? So AIs that have these desires make a lot of them Of money. meaning if your bus is zero to two Even though you have years of experience, you are still a fool You can earn upto 15 lakhs. There are 7 to 15 Lakh. if you can do this three to six If you give then you can earn 15 to 35 lakhs. So This is about 10 years younger than you, a little more expert level. if you go away then you can go upwards of you no one cr extra also depending on Company and depends on you exactly Which use case are you working on? This is Joe 97 Millions of new jobs will emerge Coming in this space. a lot of them are in this space because it already exists I don't do it. Any Prep Engineers now do not exist. that computer Engineers who practice engineering Trying to understand. Software Engineers or Database Architects who are trying to go there. Basically if you are 16, 17, 18 years old today We believe this is a very attractive career possibility. It could be possible for you. you definitely right now You can also tell you the same thing right now by Chatpit I had told you. the first thing he said Are AI Engineers AI Architects ML Engineers. ML Engineer Is Machine Learning Engineer. The Tech Aspect of This Those are lucrative jobs because jobs When does it become lucrative? it's a demand Supply game. We have very high demand because we are talking about so many things That we have to do this by 2030. till 2047 In developed India, we are India as a country Very much aligned with AI for All. Policy The Commission has also talked a lot about this. They have created a strategy for it. We India AI Mission has been launched. We have 10,000 Crores have been set aside as a government for AI Synergies, a Public You Know Infrastructure, Digital Public Infrastructure we have put in money on which The government is giving you classes so that you please come to india ai pay for free Read the content brother, learn from here. so that Why is the government doing all this? because there is a lot of demand but There is no supply. there aren't enough people who know this I know how to do everything. so this is definitely the The Most Lucrative Career That You Can Build. If you are very young right now you should really if You want a career that will last for the next 10 years It will keep increasing. I think this is your place To be. And as an entrepreneur such people Where do we meet? Lindine. so in Lindin also like Lindin's now A recent survey was conducted in which I told you brother it has increased by 80%. 79 to be The price percentage has increased. Job Searches Where people are searching that bhaiya we This skill set is needed but people are not there inf. Right? so you get them through Lindin butt also through some great colleges now have Started doing courses around it. so me Be Graduates from there. Right? may be there are people who are trying to Pivot Their Careers That Are Software Engineers I was a computer engineer, just pivoted They are trying to come to this side people or people who were from this background Comes from statistics background or he is from a mathematics background Even when people do applied work, they If you go to the ML engineering site, they wale category of people okay good point to and the episode because after this point we But I will talk about Advanced DI There are many such people in India who don't know the basics because the best AI content is created in English. Hmm. That's why I liked this episode in Hindi I had to do it. A I hope that people help It has happened. I would like to say one thing at the end. You and I have met through our common friend Through the first. I know the first one For many years. And don't always tell them this It happens that the education which we get from traditional We are getting it from institutions in India He is not very good till 10th or maybe 12th standard. It is strong. we mean above the world standard we do this graduation after that Undergrad and post grad studies Yes, it is very weak in India. if we Indians If the education system needs to be changed then it Entrepreneur Setu will be launched in India We are entrepreneurs and those who are with us I know that they are cut from that same cloth or no absolutely I think I Think Pratham is a visionary when it comes to Thinking about education and how we get it should think differently and and I think in this We have many great institutions here. I mean, there is a lot of legacy in our country. and the kind of intelligence and the kind of Students get admission in an IIT or an IM You can find them in any corner of the world I will find it very difficult. a classroom I am such an intelligent group. But The problem is that we get a little stuck we get stuck in this thing that hey What is our curriculum saying? Our What has the government said that this one Things have to be taught. what the education board did He has said that these things have to be taught. We Can't stay connected with now what? Is it happening? I mean, I've had a lot of these I've seen courses that cover data science and AI courses are being talked about. But They have just packaged it pretty. That means those old existing coursers just by picking up a nice wrap a class By adding two classes of AI, now we have given it AI This course was created for AI for Health Care Given. But it genuinely has so much AI in it There is no talk about it. So I feel like that that when we think of changing education And luckily our government is also doing the same She is talking about this because NEP policy that AI Literacy can be brought to you in schools Introduce me. a lot of 2300 Schools have also adopted the AI literacy has been brought to the high school level. Even at the undergraduate level, some of BC's IITs Guwahati Madras has launched courses that will provide data Science is around AI. Butt too much Courses that are pushing so much The AI ​​narrative is not just engineering Butt engineering from perspective and How from an Entrepreneurship Perspective Do you build businesses in AI? how do you do it You make money from AI? How do you use AI For social welfare? those conversations It is decreasing now. and that is what we want that we should do more. Hmm. do you think that After this we will record the sequel episode Will we cover all this in it? Yes This will also be covered to a large extent. and more I would like to get into the specifics now This is all you know to do. meaning on and What can I do? which industry What can be done together? Government What all can she do? how to change the world Can we do it on the basis of AI? all of that Things. Ok. Said thank you. Had fun. India needed you. I just want to say that and I know there are a lot of AI careers out there Starting with podcasts and lots of A.I. Entrepreneurs' stories from this podcast It will begin. So thank you. Thank you so much. So friends, this was today's episode. This In the sequel of the episode, we will learn about AI About from a more detailed perspective. if you're an entrepreneur, if you're a You are a working professional, if you need AI If you want to know more about agents You can start a business in the world of AI If you want to do that, then that episode is even more It will remain valuable. in this episode We have just covered the basics. Remember check out Dr. Nandanis Work Atstars Union We Link All the Details Down Below. Like I said earlier, there are people like that The real heroes of India, the real heroes of India Celebrities. It is because of such people that the country Actually it is going to move forward. because if In our country, technology Thinking should become a common thing. AI Oriented When thought processes become common then the country will progress Will do it. India needs more people like doctors Nandini. Make sure you support her. all her Links are given down below. and until next time thank you lots of love jai hind [music]