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✍️ Building ML Teams and Platforms with Assaf Pinhasi
The MLOps Podcast
Zebra
The main difference between product like zebras and maybe a different computer vision based product is that there are objective standards you need to meet in order for this product to be used because it's medical. There's the FDA approval process and everything, which seems like definitely at the time you were leading the pack with respect to actually having these models do stuff in the real world. I remember discussing challenges with getting these models to clear the bar that the FDA sets for something so that hospitals and doctors would actually get value out of it. "There are a lot of very unique challenges that as you say maybe you can gloss over in other places," he says.
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