Latent Space: The AI Engineer Podcast cover image

Building the Foundation Model Ops Platform — with Raza Habib of Humanloop

Latent Space: The AI Engineer Podcast

NOTE

Risk of Building on GPt-4 and The Importance of Good Testing Frameworks

GBT4 did not get dumber this year, but it definitely changed. Developers should consider this when building products on top of GBT4. It's important to have good testing frameworks to track any regressions. Understanding the difference between prompt, retrieval system, user inputs, and model changes is crucial. This also raises questions about the balance between closed platforms and open source. Building on someone else's platform is like building on shifting sand.

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