#DARPA concluded its #SAILON program on #OpenWorldLearning #OWL. I just attended its last PI meeting.

The program sought to study a very new paradigm of #ML. How to design #AI systems that can recognize, characterize, and accommodate distributional shifts, transformations, perturbations in the domains _after_ they have been deployed, _without_ retraining/reprogramming?

This learning paradigm breaks out of the train/test mode that classical ML is setup as.

The problem truly is #DARPAhard!