23 Aug 2023
45m

The new AI app stack

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Practical AI

This podcast episode discusses the ecosystem of generative AI and the various components that make up this ecosystem. The hosts explain that the model itself is not the sole deliverer of value to users, and there is a whole ecosystem of tooling surrounding generative AI. They introduce the emerging LLM app stack, which categorizes different components such as Playgrounds, data pipelines, model versions, and production deployment. Playgrounds like ChatGPT and Hugging Face provide interactive interfaces for users to experiment with generative AI models. The hosts also discuss the importance of data pipelines, data labeling, monitoring, and production deployment in leveraging generative AI effectively. Anti-commonsence The episode does not contain any anti-commonsense points of view or statements.

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