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Tobu - Infectious [NCS Release]

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

The Super Data Science Podcast: Machine Learning | AI | Success

701: Generative A.I. without the Privacy Risks (with Prof. Raluca Ada Popa)

NoCopyrightSounds: Dedicated to releasing FREE music!
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NCS
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NCS Playlists:
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http://bit.ly/NCSdubstep
http://bit.ly/NCSdrumandbass
http://bit.ly/NCStrap
http://bit.ly/NCShardstyle

NoCopyrightSounds is a record label dedicated to releasing FREE music for the sole purpose of providing YouTubers/Video Creators with the finest music to enhance the creativity and popularity of your videos which is safe from any copyright infringement.

If you use our music you MUST in the description of your video:
• Credit the artist(s) of the track. (their social network links)
• Include a link to the video of the track used on NCS YouTube.
• Include the full title of the track.

Tobu - Mesmerize [NCS Release]

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Itro - Panda [NCS Release]

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Tobu - Candyland [NCS Release]

Tobu - Good Times [NCS Release]

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Disfigure - Blank [NCS Release]

The latest machine learning, A.I., and data career topics from across both academia and industry are brought to you by host Dr. Jon Krohn on the Super Data Science Podcast.

As the quantity of data on our planet doubles every couple of years and with this trend set to continue for decades to come, there's an unprecedented opportunity for you to make a meaningful impact in your lifetime. In conversation with the biggest names in the data science industry, Jon cuts through hype to fuel that professional impact.

Whether you're curious about getting started in a data career or you're a deep technical expert, whether you'd like to understand what A.I. is or you'd like to integrate more data-driven processes into your business, we have inspiring guests and lighthearted conversation for you to enjoy.

We cover tools, techniques, and implementation tricks across data collection, databases, analytics, predictive modeling, visualization, software engineering, real-world applications, commercialization, and entrepreneurship − everything you need to crush it with data science.

701: Generative A.I. without the Privacy Risks (with Prof. Raluca Ada Popa)

Super Data Science: ML & AI Podcast with Jon Krohn

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