From "Databricks Meets PyTorch" to "Databricks Meets Keras": AI Platform Evolution with ASRA
A practical technical essay on two recurring AI platform patterns—enterprise data infrastructure paired with maximum research flexibility (PyTorch-class) versus the same substrate with radical simplicity (Keras-class)—and how ASRA implements both lanes on the path toward scientific intelligence platforms.