Trust at Scale - Security and Governance for Open Source Models

Trust at Scale - Security and Governance for Open Source Models

MLOps.community via YouTube Direct link

[23:43] AI governance challenges

7 of 15

7 of 15

[23:43] AI governance challenges

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Classroom Contents

Trust at Scale - Security and Governance for Open Source Models

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  1. 1 [00:00] Value of Centralized Gateway
  2. 2 [00:35] Point Break vs Big Lebowski
  3. 3 [01:47] AI adoption failure stats
  4. 4 [05:12] ML vs Generative AI
  5. 5 [12:04] LLM adoption in enterprise
  6. 6 [18:08] MLOps Community alternative
  7. 7 [23:43] AI governance challenges
  8. 8 [27:39] Organizational debt comparison
  9. 9 [31:41] AI tool sprawl
  10. 10 [35:59] MLOps to platform evolution
  11. 11 [40:56] MLOps then vs now
  12. 12 [49:48] Model trust and safety
  13. 13 [52:19] AI model effectiveness
  14. 14 [55:54] Product discovery process
  15. 15 [58:38] Wrap up

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