Dr. Raj Ramesh
Dr. Raj Ramesh
  • Видео 220
  • Просмотров 4 382 823
Why Generative AI hallucinates and gives different answers
I try to relate how you can find your answers with LLMs, much like a detective would interrogate a witness about what really happened. I hope you find this analogy useful when you think about leveraging LLMs in your own business or context.
I am deeply grateful to my long-time friends, Srinivasan Sundhararajan and K. Govindarajan, for over 40 years. This collaborative project got us back to playfulness as we collaborated across the world through Zoom every Sunday, and we still continue that touch point-often taking our ideas in tangential directions. They help bring back the curiosity and inquisitiveness of our young minds, if I may say so.
We had a good time with RAG experiments, writing a...
Просмотров: 19

Видео

What’s the difference between AI-based Automation and AI-based Transformation? One is 100X better!
Просмотров 92221 день назад
Link to a video on Blue Ocean Strategy titled, How to transform yourself, your tribe, and your organization? ruclips.net/video/IfF5BCeH6Q4/видео.html I help businesses tell effective stories for digital transformation, so they can drive results. www.drrajramesh.com www.linkedin.com/in/rajramesh
ChatGPT is Junk!
Просмотров 1,6 тыс.Месяц назад
Link to my TEDx talk, AI Can't Doodle: ruclips.net/video/mJ-tidVXEZs/видео.html I guide people to adapt, innovate, and succeed with AI, enhancing their professional and personal growth. www.drrajramesh.com www.linkedin.com/in/rajramesh
How to Successfully Execute Your Business Strategy
Просмотров 2,7 тыс.Месяц назад
Hey everyone, welcome to a brand new video format we’re trying out on the channel today! It’s a bit like a mash-up between a TED talk, a podcast, and our usual doodling sessions. The concept is pretty simple but super exciting: we invite a guest to share one core message. I’ll be throwing some questions their way to help unpack their thoughts, and then-here’s the cool part-I’ll doodle out their...
How AI Will Steal You Money and Leave You Broke!
Просмотров 1,6 тыс.2 месяца назад
AI is being used in main domains, and here I share how crooks use AI. I help businesses tell effective stories for digital transformation to drive results. www.drrajramesh.com www.linkedin.com/in/rajramesh
Will AI take my job - how to even begin answering this question
Просмотров 1,5 тыс.3 месяца назад
There is much news about AI taking away jobs. Yes, some jobs will be fully taken over by AI and some hardly - at least in the near future. We cannot apply the same thinking to everyone because each one of us is different. We we can do then is to understand our uniqueness, our environment, and our skills to build mental models of the world - so we can answer this question for ourselves. Two peop...
The Digital Leader: How to Guide Your Business Through the GenAI Revolution
Просмотров 1,4 тыс.4 месяца назад
In today’s fast-paced digital landscape, generative AI is transforming industries, becoming an essential tool for leaders eager to harness its potential. It holds promise to revolutionize operations, and expectations are sky-high but the journey from potential to reality is often complex. A critical step for organizations looking to adopt a comprehensive generative AI strategy is to form a cent...
For You the Leader: How to Navigate the AI Wave with Architects Leading the Way
Просмотров 1,5 тыс.5 месяцев назад
Welcome to our latest video! In this session, we’ll explore how business and enterprise architects are pivotal in driving digital transformation with artificial intelligence in your organization. These experts possess a profound understanding of organizational dynamics and can provide invaluable guidance for your future direction. Join us as we delve into the reasons and methods through which a...
How Business Architects Can Reimagine and Rejuvenate Their Personal Brand
Просмотров 1,3 тыс.5 месяцев назад
I help businesses tell effective stories for digital transformation, so they can drive results. www.drrajramesh.com www.linkedin.com/in/rajramesh
For Leaders: How to Implement a Simple Risk Management Framework
Просмотров 1,3 тыс.6 месяцев назад
Managing Risk in AI is a perceived as a complex topic and lots of content exists, but it's hard to find a holistic approach to identify and manage these risks in a simple way. In this video, I share a simple framework which you can use to identify and manage AI risk. I help businesses tell effective stories for digital transformation, so they can drive results. www.drrajramesh.com www.linkedin....
Architect Leader: Why do you need Frameworks and Methodologies for Digital Transformation
Просмотров 2,2 тыс.7 месяцев назад
Digital transformation is a big deal. Companies can just jump into it without a strategy, a plan, and some frameworks and methodologies to help them along the way. Here I share what are the differences between frameworks and methodologies, and why leaders need them. I help businesses tell effective stories for digital transformation, so they can drive results. www.drrajramesh.com www.linkedin.c...
For the Architect Leader: Tightly Link Your AI and Data Strategies for Successful Transformation
Просмотров 1,6 тыс.7 месяцев назад
Discover the crucial link between AI and data strategies for transformative success in my latest video. Dive into the role of a business architect in strategy formulation and understand why a robust data strategy is vital for effective AI implementation. Uncover actionable insights through practical examples, such as prioritizing data quality, leveraging cloud-based infrastructures, and fosteri...
For the Leader Architect: Why your organization needs fine-tuned Generative AI LLMs?
Просмотров 1,6 тыс.8 месяцев назад
Most large organizations would want to use their own data for generative models to generate content that's relevant to their business. In this video, I share what a leader (who is probably also interested in architecting their business in the best way) should consider for fine tuning large language models. The concept can be extended to other types of generative AI as well, but I use LLMs to ma...
Leader Brief: Where does Generative AI fit in the AI landscape?
Просмотров 1,4 тыс.8 месяцев назад
Leader Brief: Where does Generative AI fit in the AI landscape?
Leaders Need a Common Map to Confidently Lead Their Organization into an AI Future
Просмотров 1,7 тыс.10 месяцев назад
Leaders Need a Common Map to Confidently Lead Their Organization into an AI Future
How Business Leaders can use Generative AI for Digital Transformation: Thoughts from a PhD in AI
Просмотров 4 тыс.10 месяцев назад
How Business Leaders can use Generative AI for Digital Transformation: Thoughts from a PhD in AI
For Leaders: How to Align Your People for Digital Transformation
Просмотров 1,9 тыс.11 месяцев назад
For Leaders: How to Align Your People for Digital Transformation
For leaders: How to future-proof your AI strategy
Просмотров 3,4 тыс.Год назад
For leaders: How to future-proof your AI strategy
Chaos, Connection, Conversation, Clarity, Storytelling, and Impact! #200
Просмотров 1,2 тыс.Год назад
Chaos, Connection, Conversation, Clarity, Storytelling, and Impact! #200
What exactly is a digital mindset and how do you develop it?
Просмотров 3,9 тыс.Год назад
What exactly is a digital mindset and how do you develop it?
AI is at Your Doorstep. Now What?
Просмотров 1,9 тыс.Год назад
AI is at Your Doorstep. Now What?
How to transform yourself, your tribe, and your organization?
Просмотров 1,8 тыс.Год назад
How to transform yourself, your tribe, and your organization?
Why do we need Human Centric Architecture for Competitive Advantage
Просмотров 2,6 тыс.Год назад
Why do we need Human Centric Architecture for Competitive Advantage
Leadership Lessons - Circle of Control vs Circle of Influence
Просмотров 7 тыс.Год назад
Leadership Lessons - Circle of Control vs Circle of Influence
How to #architect your #future in a deliberate way? Illustrated with software to AI engineer
Просмотров 2 тыс.Год назад
How to #architect your #future in a deliberate way? Illustrated with software to AI engineer
Are Digital Twins the Next Frontier for Architects
Просмотров 4,2 тыс.Год назад
Are Digital Twins the Next Frontier for Architects
Why #Governments need #EnterpriseArchitecture?
Просмотров 3,6 тыс.Год назад
Why #Governments need #EnterpriseArchitecture?
How to do real work and get more done?
Просмотров 3,7 тыс.Год назад
How to do real work and get more done?
What is Enterprise Debt (it's worse than technical debt) and how to manage it?
Просмотров 15 тыс.Год назад
What is Enterprise Debt (it's worse than technical debt) and how to manage it?
How to use #architecture to consume vast amounts of #information
Просмотров 2,1 тыс.Год назад
How to use #architecture to consume vast amounts of #information

Комментарии

  • @Artpune
    @Artpune День назад

    Thanks

  • @xavierxon
    @xavierxon 2 дня назад

    Very well explained. Thanks

  • @ajajju17
    @ajajju17 4 дня назад

    Excellent video sir

  • @seanhannon5985
    @seanhannon5985 5 дней назад

    complex

  • @nataliakhodachenko2854
    @nataliakhodachenko2854 8 дней назад

    Thanks a lot for the very interesting and useful video!

  • @derickmcintyre8710
    @derickmcintyre8710 8 дней назад

    interesting .. whilst utilising the fundamentals of EntArch .. diagrams/data-driven matching IT & Business .. you probably are missing the maturity/success timeline + exactly where within EntArch, AI will bring benefits .. linkedIn posting has a representation FYI ..

  • @MilciadesAndrion
    @MilciadesAndrion 11 дней назад

    Great information for somebody that wants to learn the basic concepts of AI

  • @Bobbybbrown1990
    @Bobbybbrown1990 15 дней назад

    Completely missed the point. Toooooooo much bs

  • @izzu_1003
    @izzu_1003 16 дней назад

    I wish I was taught like this in school

    • @RajRamesh
      @RajRamesh 2 дня назад

      Thank you for your kind words

  • @kiatlc
    @kiatlc 16 дней назад

    2:15 Hi, what is this canvas? Where to learn further about this canvas?

    • @RajRamesh
      @RajRamesh 2 дня назад

      Please send me a note at www.drrajramesh.com with more details so I can understand what you'd like

  • @gaiustesla9324
    @gaiustesla9324 16 дней назад

    its a calculator calculating and outputting something in a human like way rather than just long strings of numbers. E.g a calculator.

  • @MrAloha
    @MrAloha 16 дней назад

    Excellent, thanks!💪😁🌴🤙

  • @aaronvanb
    @aaronvanb 17 дней назад

    You missed security architecture, which is one reason why businesses continue to be victims of breaches.

    • @RajRamesh
      @RajRamesh 2 дня назад

      Kind of - I'd think that is part of the IT architecture, but I do get your point. Sometimes we think of "security, scalability, traceability, etc." after the fact and not as part of the architectural design. By virtue of calling is out separately, there is risk that it will be considered as - let's do that later.

  • @edwinthobejane5895
    @edwinthobejane5895 19 дней назад

    Yes

  • @click2vikash
    @click2vikash 20 дней назад

    Great

  • @sdubey2575
    @sdubey2575 21 день назад

    Great video Raj

  • @latoyamusembi5761
    @latoyamusembi5761 22 дня назад

    Good illustration of the concepts!

  • @mistibanerjee8733
    @mistibanerjee8733 22 дня назад

    Marry somebody rich is very easy think 😂😂😂😂😂😂😂 i will do that 😂😂😂😂😂😂😂😂😂😂😂😂

  • @adisurya7816
    @adisurya7816 22 дня назад

    Can you tell me about the application you use to make videos

  • @platoscavealum902
    @platoscavealum902 23 дня назад

    Thank you

  • @platoscavealum902
    @platoscavealum902 23 дня назад

    ℹ️

  • @logancannondivedeep
    @logancannondivedeep 26 дней назад

    thank you boss

  • @suhasvengilat1026
    @suhasvengilat1026 29 дней назад

    Simply superb - how missed this content is what I'm upset about.

  • @patricklaughran6650
    @patricklaughran6650 Месяц назад

    Dr Raj, I am a subscriber to your channel and I always look forward to what you produce and share. That will continue with ChatGPT and beyond. When it comes to generative AI specifically, you more or less illustrated (no pun intended) that it does not have the capability to be truly creative. It generates output through a process of synthetic fabrication. It can play a role in the creative process, as you point out. As a couple of other people pointed out, different prompts yield various outputs even for the same use cases. But we should not rely on it entirely for the creative process, even if we have more expertise with prompt engineering. There are other generative AI solutions for this sort of use case as well. After all we wouldn’t have much success using a word processor as a spreadsheet application. That said, you’ve illustrated all of this in an engaging and insightful way. Thank you once again for sharing your creative talents!

    • @RajRamesh
      @RajRamesh 23 дня назад

      Hello Patrick, thanks so much for your thoughtful response. Just like any other tool, I guess ChatGPT has tremendous value, but it has to be used in the right context, as you rightfully point out. There are discussions in the AI research space that perhaps we have narrowed down to one form of artificial intelligence, assuming that this path will lead us to artificial general intelligence, which may not be the case. So there is much to discover here and explore. Very interesting space. Thank you for taking the time to write back and for watching my videos. I apologize for my tardiness in responding.

  • @mebluesky121jordan3
    @mebluesky121jordan3 Месяц назад

    Awesome presentation. Thank you very much you and your prestigious guest.

  • @tradez5799
    @tradez5799 Месяц назад

    chat gpt is trash. always saying unethical when it is now etc etc

  • @shahriajamankhan1760
    @shahriajamankhan1760 Месяц назад

    It's just a matter of time and amount of data.

  • @michaelnurse9089
    @michaelnurse9089 Месяц назад

    Clickbait - try and use your phone to do spreadsheet work (you can, but it stinks) or use your ford fiesta to tow something (you can, but it stinks).

    • @RajRamesh
      @RajRamesh 23 дня назад

      Agree - was experimenting a bit.

  • @sahilchennai
    @sahilchennai Месяц назад

    Very Nicely Explained

  • @mohanh7734
    @mohanh7734 Месяц назад

    You are awesome Dr.Raj. I watch all your great videos. A refined prompt from another user. You will get exactly what you need. " I want you to act like a novice doodler. Can you draw a rectangle and a circle 1 inch away on the right of the rectangle from each other with arrow pointing from rectangle to circle. Write 'knowledge' inside rectangle and 'mental model' in circle. Go ahead."

  • @jacksonlu5481
    @jacksonlu5481 Месяц назад

    AI can not think and create as human, it just output things or knowledge which have already existed.

  • @GoFredBananass
    @GoFredBananass Месяц назад

    Dr. Raj. No ai can replace your wisdom and approach and heart you put into your videos. Thank you.

    • @RajRamesh
      @RajRamesh 23 дня назад

      Thank you so much!

  • @kenigiri
    @kenigiri Месяц назад

    Was brainstorming with a colleague on the possibility of generating BPMN process flows by writing line by line statements that represent the process tasks. Has anyone worked on something like this?

  • @DeependraTube
    @DeependraTube Месяц назад

    Sir, I'm doing small services business providing readymade gps n webcasting solutions to small govt tenders or institutions. How can I step into AI field as entrepreneur ?? Should I learn technical courses of AI ? Or If possible, can I start AI service startup without knowing indepth tech stuff myself ?? can I built biz by just having AI talent on hire , how ?? 🙏 eg. If I want to provide agritech solutions , AI based , to farmers, , What to do n how to do it , apart from having money to invest??🤔🙏

    • @RajRamesh
      @RajRamesh 23 дня назад

      Great. You should have a general idea of what AI can accomplish as a tool, but you don't necessarily have to know its internal workings. If I start a lawn mowing business, I need to know more about how to use the mower than how the IC engine works. It might be useful to understand the challenges of AI, such as problems with data, bias, and transparency, but you could also acquire that knowledge as you talk to people and experiment. In your case, it might be easier for you to hire AI talent and proceed with a faster way to get to your goal.

  • @SatishPatel
    @SatishPatel Месяц назад

    As usual. Explained calmly and clearly. Many thanks!

  • @benspencer-jones
    @benspencer-jones Месяц назад

    Incredibly well explained!

  • @PatelNikhil
    @PatelNikhil Месяц назад

    AI is not JUNK its Marketing GIMIC purposefully evolving , However i am sure that chat GPT 4.0 can not replace your doodling and simplifying skills , No AI can take place of Human Thinking and Behavioural Variance no matter how far it grows - afterall we have spent 5 Lac years to reach here with our mental capabilities although we have difference among us but we all are ir-replacable on our place.

    • @DeependraTube
      @DeependraTube Месяц назад

      But we have replaced other species in path of evolution, and other homo sapiens too . May AI be our next phase of evolution , a step towards a cloud connected cybernetics organisms 🤔

    • @RajRamesh
      @RajRamesh 23 дня назад

      It's hard to predict the future - and of course, we'd like to think that human intelligence is not replaceable because it gives us comfort. The possibility of artificial general intelligence exists, but when is an open question. Maybe we are on a completely wrong path. Maybe other things, like a meteor hitting the earth and destroying civilization, may happen earlier than AGI. Sorry for sounding so down on a Monday morning, but there is much to consider.

    • @MrAloha
      @MrAloha 16 дней назад

      Live in the moment! 😁 Build a bot and amplify my intelligence. I feel like I'm conducting an orchestra some days. 💫

  • @shyama5612
    @shyama5612 Месяц назад

    I think if you ask for it to use a specific font, it may come out better. As always, appreciate your excellent doodles. Your politeness to AI will save you when the machines rise! (Roko's Basilisk)

    • @RajRamesh
      @RajRamesh 23 дня назад

      Thank you - I did not know about Roko's Basilisk. Will explore.

  • @firdousbhat123
    @firdousbhat123 Месяц назад

    AI is a Boone.

  • @ivanberdichevsky5679
    @ivanberdichevsky5679 Месяц назад

    Unsubscribed.

    • @nramesh40
      @nramesh40 Месяц назад

      Sorry to see you go….

  • @vishyk7448
    @vishyk7448 Месяц назад

    Chatgpt may not be junk. Here is my prompt and i gota simple doodle like you are drawin. "I want you to act like a novice doodles. Can you draw a rectangle and a circle with arrow pointing from rectangle to circle. Write 'knowledge' inside rectangle and 'mental model' in circle. Go ahead."

    • @nramesh40
      @nramesh40 Месяц назад

      Awesome! Great prompt - thanks for sharing. Yes, this worked! Obviously I’m not asking it the right way. I’ll take a deeper look at understanding this prompt more to figure out what I did wrong with my prompts and direction.

    • @kenigiri
      @kenigiri Месяц назад

      Quite interesting. I'll try this, too. Prompt Engineering is the answer. 😅

    • @michaelnurse9089
      @michaelnurse9089 Месяц назад

      Well spotted.

  • @Sostrc
    @Sostrc Месяц назад

    Great example, AI needs to be used with common sense.

  • @melegaunt01x
    @melegaunt01x Месяц назад

    I felt like this is a really good video and very illustrative. Excellent work. Thank you for sharing.

  • @tc5458
    @tc5458 Месяц назад

    Agree great good vid

  • @apaca89
    @apaca89 Месяц назад

    agree

  • @annalynm3085
    @annalynm3085 Месяц назад

    Hi Dr. Ramesh, do you already have the video for digital mindset on professional sphere? I can't seem to find it on your channel. Thanks!

    • @RajRamesh
      @RajRamesh Месяц назад

      Is this the one you are looking for: ruclips.net/video/KOsAf-uITn8/видео.html

  • @anonymouswikileaks2451
    @anonymouswikileaks2451 Месяц назад

    Great informative video as always, please do more videos like this related to using Gen AI for digital transformation.

    • @RajRamesh
      @RajRamesh Месяц назад

      Thank you - that's great feedback.I'll do that.

  • @ashishbatra29
    @ashishbatra29 Месяц назад

    pl. suggest a good tool to draw out models. preferable an open source tool

    • @RajRamesh
      @RajRamesh Месяц назад

      Draw.io seems to be good for general purpose visuals; and it’s open source - not sure what you mean by models.

    • @ashishbatra29
      @ashishbatra29 Месяц назад

      @@RajRamesh thanks By models I meant - uml diagrams , flow diagrams etc

    • @RajRamesh
      @RajRamesh Месяц назад

      @@ashishbatra29 Yep, draw.io is great for that. However, you won’t be able to do something sophisticated like connecting an Excel file or relational database to dynamically to create and update diagrams (like Visio for example). Most people though don’t use that connectivitiy.

    • @ashishbatra29
      @ashishbatra29 Месяц назад

      That would be interesting. Is there such a tool that can map excel to drawing .. ?

    • @RajRamesh
      @RajRamesh Месяц назад

      @@ashishbatra29 Visio does that - but that’s not free

  • @ericknkili
    @ericknkili Месяц назад

    As usual, Whynde has explained so eloquently what Business Architecture is all about. It was like listening to poetry.

    • @RajRamesh
      @RajRamesh Месяц назад

      Couldn't agree more!