Dear AI startups: Your ML models are dying quietly

After half a year, your data scientist comes up with an amazing recommendation system that employs the latest state-of-the-art deep learning algorithm: Semi-Supervised Classification with Graph Convolutional Networks. Your data scientist says that it might be a bit challenging because she has a limited experience with deployment, but your back-end developer says that it shouldn’t be a problem as long as the model could be deployed on AWS SageMaker or GCP ML Engine. Well, let’s suppose you hired a great data scientist and she manages to deploy the model relatively quickly and your back-end developer got his desired endpoints.

Source: sanau.co