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

  • Sep 30 2024
  • Length: 33 mins
  • Podcast

EP192 Confidential + AI: Can AI Keep a Secret?

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  • Summary

  • 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)
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