Unveiling Tomorrow: Exploring the Frontiers of Generative AI

Unveiling Tomorrow: Exploring the Frontiers of Generative AI

Conf42 via YouTube Direct link

agenda

4 of 28

4 of 28

agenda

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Unveiling Tomorrow: Exploring the Frontiers of Generative AI

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  1. 1 intro
  2. 2 preamble
  3. 3 short bio
  4. 4 agenda
  5. 5 the rise of the generative ai/llm
  6. 6 new models are coming out at outstanding pace
  7. 7 llms have their issues - in fact, quite a lot of them...
  8. 8 popular use cases not exhaustive
  9. 9 business trends: let's use ai for everything!
  10. 10 actual systems go beyond just llms
  11. 11 which one to actually choose?
  12. 12 memory to self-host llm
  13. 13 quantization
  14. 14 simple chatbot case study
  15. 15 example: data protection / secure processing in amazon bedrock
  16. 16 small language models
  17. 17 entirely new attack vector
  18. 18 jailbreaks
  19. 19 indirect prompt injection from website
  20. 20 it can even happen from beyond the text...
  21. 21 recap: challenges
  22. 22 summarization: trends
  23. 23 beyond text modality...
  24. 24 moving even to voice interfaces area...
  25. 25 brace yourselves, regulations are coming
  26. 26 ethics and regulations
  27. 27 eu example - ai act
  28. 28 questions?

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