• EP192 Confidential + AI: Can AI Keep a Secret?

  • 2024/09/30
  • 再生時間： 33 分
  • ポッドキャスト

EP192 Confidential + AI: Can AI Keep a Secret?

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  • サマリー

  • Guest:

    • Nelly Porter, Director of PM, Cloud Security at Google Cloud

    Topics:

    • Share your story and how you ended here doing confidential AI at Google?
    • What problem does confidential compute + AI solve and for what clients?
    • What are some specific real-world applications or use cases where you see the combination of AI and confidential computing making the most significant impact?
    • What about AI in confidential vs AI on prem? Should those people just do on-prem AI instead?
    • Which parts of the AI lifecycle need to be run in Confidential AI: Training? Data curation? Operational workloads?
    • What are the performance (and thus cost) implications of running AI workloads in a confidential computing environment?
    • Are there new risks that arise out of confidential AI?

    Resources:

    • Video
    • EP48 Confidentially Speaking 2: Cloudful of Secrets
    • EP1 Confidentially Speaking
    • “To securely build AI on Google Cloud, follow these best practices“ blog (paper)
    続きを読む 一部表示

あらすじ・解説

Guest:

  • Nelly Porter, Director of PM, Cloud Security at Google Cloud

Topics:

  • Share your story and how you ended here doing confidential AI at Google?
  • What problem does confidential compute + AI solve and for what clients?
  • What are some specific real-world applications or use cases where you see the combination of AI and confidential computing making the most significant impact?
  • What about AI in confidential vs AI on prem? Should those people just do on-prem AI instead?
  • Which parts of the AI lifecycle need to be run in Confidential AI: Training? Data curation? Operational workloads?
  • What are the performance (and thus cost) implications of running AI workloads in a confidential computing environment?
  • Are there new risks that arise out of confidential AI?

Resources:

  • Video
  • EP48 Confidentially Speaking 2: Cloudful of Secrets
  • EP1 Confidentially Speaking
  • “To securely build AI on Google Cloud, follow these best practices“ blog (paper)
続きを読む 一部表示

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