Great piece that reflects my own frustrations with trying to apply deep learning techniques to time series data in bio or markets. My current experiments with AI in this area is similar to shako’s here—knowledge agents crafting bespoke, boring statistical models.
Still too early to know whether or not this is really a winning solution or not.