The Art of Statistics: How to Learn from Data

by David Spiegelhalter

Lack of transparency: Some algorithms may be opaque due to their sheer complexity. But even simple regression-based algorithms become totally inscrutable if their structure is private, perhaps through being a proprietary commercial product.