What is Explainable AI?

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  • Опубліковано 6 січ 2025

КОМЕНТАРІ • 28

  • @European.vibes2025
    @European.vibes2025 2 місяці тому +2

    Wow, incredible clarity! After watching numerous 30-minute videos on Explainable AI (XAI), your concise explanation blew me away. You managed to crystallize the concept in just 7-8 minutes! Your ability to simplify complex ideas is remarkable. Thank you for making XAI accessible to everyone!

  • @Flankymanga
    @Flankymanga 2 роки тому +22

    I think this topic about XAI will radically change the way people see AI. Engineers do not like black boxes. We want to know what is happening in the black boxes and how does AI reach conclusions from inputs. I would hardly trust AI doing very critical decisions if i would not know how it came to conclusions based on which a decision is made. A good topic to explain would be Quantum computers. How do they work and how could i use them to solve practical problems.

    • @IBMTechnology
      @IBMTechnology  2 роки тому +1

      Indeed! If people are to trust the results of AI, they need to understand how results are determined. Because that depends on AI models versus [procedural] code, explainable AI is necessary. Martin's example of a declined credit card transaction is one we can all relate to!

  • @AU-oy6qg
    @AU-oy6qg 2 роки тому +5

    XAI can help with reasoning behind why a particular prediction was made ,but How can it be used to improve the accuracy of model? and also please make video on LIME, how it works and what other thing we can do with it.

  • @half.baked.pavlova
    @half.baked.pavlova 2 роки тому +5

    Great video on AI. Love your other work as well ... 🍻

  • @eGyanman
    @eGyanman 2 роки тому +5

    I was getting interested in XAI after I took a class on Human computer interaction which made me think why can't we have these HCI approaches implemented in AI. And to my surprise, I found out that, in the last few years, work has already begun in the human centered XAI field. So I started to read research papers on this topic and this video was genuinely helpful for fulfilling my curiosity.

    • @gurdit4658
      @gurdit4658 Рік тому +1

      could you please reply with a few research papers on explainable ai
      I'm working on a research project related to the topic

    • @braincakez6603
      @braincakez6603 Рік тому +1

      ​@@gurdit4658 hey there! I see you're also working on a project in XAI, me too! We could exchange useful literature and findings?

    • @sravanjosh1218
      @sravanjosh1218 Рік тому

      @@braincakez6603 Are you working on XAI too?

  • @denissetiawan3645
    @denissetiawan3645 2 роки тому +2

    Thank you for the teaching.

  • @HaroonZeb-o1n
    @HaroonZeb-o1n 2 місяці тому

    Responsible AI
    What are other types of AI besides XAI.
    Great video explaining XAI

  • @rishidixit7939
    @rishidixit7939 Місяць тому

    If I have to find if an Image is AI Generated or not is Anomaly Detection the right thing to do

  • @shunmugapriyamc4522
    @shunmugapriyamc4522 2 роки тому +2

    Kindly make video on self attention and multi head attention mechanism

  • @intanshaharudin9657
    @intanshaharudin9657 2 роки тому +1

    Great video. Topics in mind: Error analysis in ML model or augmented analytics please.

  • @Moma4357
    @Moma4357 2 роки тому +2

    Please explain XAI with EEG

  • @sanjaytanti1559
    @sanjaytanti1559 Рік тому

    Interesting!

  • @ak210596
    @ak210596 2 роки тому +1

    Hi can you make one on comparing different databases eg apache cassandra, elastic search, mongo db etc?

  • @toxic3581
    @toxic3581 9 місяців тому +1

    thank you toni kroos

  • @maximilianoavendano4036
    @maximilianoavendano4036 2 роки тому

    Increible!

  • @lutfunnesasuzana661
    @lutfunnesasuzana661 2 роки тому

    that was great!

  • @jel1951
    @jel1951 2 роки тому +3

    Still sad yall didnt hire me :(

  • @darshantank554
    @darshantank554 2 роки тому

    First Question - how do you trust the result of your AI model?🔥🔥🔥

  • @rayeedahmed6034
    @rayeedahmed6034 2 роки тому

    Can you make a video on MLops?

  • @mehrabzamanian581
    @mehrabzamanian581 3 місяці тому

    symbolic ai

  • @PierLuigiSimari
    @PierLuigiSimari 9 днів тому

    Do you think ChatGPT is not explainable?

  • @FirstNameLastName-fv4eu
    @FirstNameLastName-fv4eu 4 місяці тому

    fake video

  • @DrugDealer541
    @DrugDealer541 Рік тому

    Anyone watching after Elon released his xAI lmao