Researchers argue that, in some situations where machine-learning models are used to allocate scarce resources or opportunities, randomizing decisions in a structured way may lead to fairer outcomes.

Competing needs arise within a company during the normal attempts of employees to meet their targets derived from company goals. Managing these needs requires establishing priorities and allocating ...