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Ups and Downs of Generative AI

Ups and Downs of Generative AI

AbdulMajedRaja RS

March 22, 2023
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Transcript

  1. Generative AI
    The Ups & Downs
    Abdul Majed Raja
    E
    U
    P U B A
    I

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  2. AI - Few years back vs Now

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  3. AI - Few years back vs Now

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  4. A powerful new class of large language
    models
    is making it possible for machines to
    write, code, draw and create
    with credible and sometimes
    superhuman results.

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  6. Knowledge Workers and Creative Workers
    Image
    Video + Audio
    Write
    Code
    4/5
    3/5
    3/5
    1/5

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  7. Why Now?
    More
    Compute
    Open
    Source
    More
    Data
    Better
    Models

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  10. Let’s
    Talk
    Serious

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  11. Nope, I’m not that guy!
    Nope, I’m not that guy!

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  12. The Less SPOKEN
    Training
    data
    Rules
    Hallucinations
    01
    02
    03
    Copyrights 04

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  13. Training Data

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  14. Hallucinations - Confident Sounding Wrong Answer

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  15. Fake answers

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  16. Prompt Injection

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  17. Rules

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  18. Education + Academia

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  19. Knowledge Workers

    View Slide

  20. Copyrights

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  21. Final Take away
    Generative AI is Transformative & Disruptive
    Generative AI is here to Stay
    But like any other Tech, this has its limitations.
    If not handled with Care, It can:
    Affect current form of Education, Impact jobs,
    Spread Misinformation
    Widen Inequality
    - Written by a living Human

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  22. Thank you

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