We use some essential cookies to make this website work.
We’d like to set additional cookies to understand how you use GOV.UK, remember your settings and improve government services.
We also use cookies set by other sites to help us deliver content from their services.
You have accepted additional cookies. You can change your cookie settings at any time.
You have rejected additional cookies. You can change your cookie settings at any time.
Departments, agencies and public bodies
News stories, speeches, letters and notices
Detailed guidance, regulations and rules
Reports, analysis and official statistics
Consultations and strategy
Data, Freedom of Information releases and corporate reports
Paper from the CMA's Data, Technology and Analytics (DaTA) Unit, identifying potential harms to competition and consumers from the use of algorithms.
A research paper from the CMA
This guidance has been designed to support public sector teams completing algorithmic transparency reports.
Two discussion papers from the Digital Regulation Cooperation Forum (DRCF) Algorithmic Processing workstream, on the benefits and harms of algorithms, and on the landscape of algorithmic auditing and the role of regulators, respectively.
The CMA is inviting views and evidence on the harms outlined in its paper on algorithms and information on specific issues with firms that the CMA could examine and consider for future action.
Research led by the Centre for Data Ethics and Innovation into recommendation algorithms used by streaming services
The CDDO and RTA are helping public sector organisations provide clear information about algorithmic tools they use to support decisions.
The DRCF’s Algorithmic Processing workstream held two workshops with 22 industry stakeholders to explore transparency during the procurement of algorithmic systems. This paper describes insights and key findings from our workshops.
A research paper from the DRCF
This research shows positive and negative impacts of different algorithmic designs on consumer choice and the economy.
Economic research on use of pricing algorithms and potential competition concerns, including collusion and personalised pricing.
Don’t include personal or financial information like your National Insurance number or credit card details.
To help us improve GOV.UK, we’d like to know more about your visit today. We’ll send you a link to a feedback form. It will take only 2 minutes to fill in. Don’t worry we won’t send you spam or share your email address with anyone.