One thing is clear: the ethical costs of the new system will depend significantly on its precise operation, which at this point remains uncertain.

The Minister of Statistics has launched a draft Algorithm charter that commits government agencies to improving transparency and accountability in their use of algorithms over the next five years. This is a response to the recommendations from the Algorithm assessment report in 2018.

This report examines the impact of algorithmic changes made by social media platforms, designed to curb the spread of disinformation, through the lens of digital marketing. The report highlights some of the techniques used by campaigners to attract, retain and persuade online audiences. It also sets out recommendations for the UK Electoral Commission.

This draft paper describes the progress of artificial intelligence (AI) through history and how it has led researchers to develop a range of techniques, including natural language programming and computer vision. It also examines these techniques and their practical application across different scientific fields, and the ways in which this has augmented research processes.

This guide aims to help all parties involved in the Artificial Intelligence procurement life cycle – policy officials, procurement officers, data scientists, technology providers, and their leaders – towards the overarching goal of safeguarding public benefit and well-being.