David, excellent piece. Particularly enjoyed your analysis of the nature of problems that are good fits for ML-driven solutions. Also enjoyed your discussion on the still developing intersection of deep learning systems and regulation/audit history, as I have been thinking a great deal about it.

Out of curiousity, why were you driven to write the framework and share publically?