701: Generative A.I. without the Privacy Risks (with Prof. Raluca Ada Popa)
Update: 2023-08-01
Description
Dr. Raluca Ada Popa, renowned computer scientist, entrepreneur, and President of Opaque Systems, joins Jon Krohn to share her insights on securely interacting with AI APIs like OpenAI's GPT-4, the pros and cons of open vs. closed-source AI development, and the seamless operation of compute pipelines across multiple clouds.
This episode is brought to you by AWS Inferentia (https://go.aws/3zWS0au) and by Modelbit (https://modelbit.com), for deploying models in seconds. Interested in sponsoring a SuperDataScience Podcast episode? Visit JonKrohn.com/podcast for sponsorship information.
In this episode you will learn:
• What is a confidential computing platform? [04:31 ]
• How to get started with confidential computing [12:10 ]
• The challenges of confidential computing and LLMs [21:11 ]
• How to safeguard your data while using commercial LLMs like GPT-4 [38:00 ]
• Open-source vs closed-source [52:28 ]
• Raluca's PreVail cybersecurity company [1:01:50 ]
• Combining entrepreneurship and academic career [1:04:03 ]
• DARE Program [1:10:39 ]
Additional materials: www.superdatascience.com/701
This episode is brought to you by AWS Inferentia (https://go.aws/3zWS0au) and by Modelbit (https://modelbit.com), for deploying models in seconds. Interested in sponsoring a SuperDataScience Podcast episode? Visit JonKrohn.com/podcast for sponsorship information.
In this episode you will learn:
• What is a confidential computing platform? [04:31 ]
• How to get started with confidential computing [12:10 ]
• The challenges of confidential computing and LLMs [21:11 ]
• How to safeguard your data while using commercial LLMs like GPT-4 [38:00 ]
• Open-source vs closed-source [52:28 ]
• Raluca's PreVail cybersecurity company [1:01:50 ]
• Combining entrepreneurship and academic career [1:04:03 ]
• DARE Program [1:10:39 ]
Additional materials: www.superdatascience.com/701
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