#GenerativeAI #ConfidentialComputing #AIPrivacy Dr. Raluca Ada Popa, renowned computer scientist, entrepreneur, and President of Opaque Systems, joins @JonKrohnLearns 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 https://jonkrohn.com/podcast for sponsorship information. In this episode you will learn: • [00:00:00] Introduction • [00:02:35] What is a confidential computing platform? • [00:10:13] How to get started with confidential computing • [00:19:14] The challenges of confidential computing and LLMs • [00:36:03] How to safeguard your data while using commercial LLMs like GPT-4 • [00:50:31] Open-source vs closed-source • [00:59:52] Raluca's PreVail cybersecurity company • [01:02:06] Combining entrepreneurship and academic career • [01:08:42] DARE Program Additional materials: https://www.superdatascience.com/701