SSRNML & AI Methods

Risks of Institutional Black Boxes

The article explores the 'black boxes' in machine learning systems, differentiating between 'algorithmic black boxes' that are complex for human understanding, and 'institutional black boxes' that are confidential due to business or economic reasons, advocating for more transparency in machine learning usage in public institutions.