Examining Automated Marriage Applications and Disparities in Algorithmic Decision Making

This chapter explores the use of the Home Office's automated tool for assessing marriage applications between UK and non-UK nationals. It raises concerns about potential biases in the algorithm, its impact on specific nationalities, and the overall transparency of its criteria.