My guest on this week's episode of the podcast is Alfred Succer, the founder of Nova Nuggets, which provides private, end-to-end secure operating environments for AI applications.

The topic of our conversation is sovereign AI, or the importance of controlling the environment on which AI-based applications, but especially chatbots, operate. Among other things, we discuss:

The definition of a sovereign AI system
The privacy vulnerabilities inherent in web-scale LLMs
The purpose of hosting an LLM on-premises or within a company's own data environment
The use cases that most necessitate private model training or hosting
The cost profile of private model hosting and training
The liabilities that companies face in sending sensitive data to publicly-accessible LLMs in their workflows

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Season 7, Episode 3: Understanding sovereign AI (with Alfred Succer)