Technical Insights
Building AI Systems No Longer Requires Much Data: Pretrained models make it possible to build AI systems using very little additional data.
It’s time to move beyond the stereotype that machine learning systems need a lot of data. While having more data is helpful, large pretrained models make it practical to build viable systems using a very small labeled training set — perhaps just a handful of examples specific to your application.