Research See all or filter by type I want to find...Search all researchResearch insightsResearch articlesOccasional papersResearch notesFinancial Lives surveyExternal research Latest FCA research Research Note: Credit where credit is due: How can we explain AI’s role in credit decisions for… Published: 24/02/2025 Research Note: An empirical analysis of pricing differences by demographic characteristics in the… Published: 13/02/2025 Research Note: A pilot study into bias in natural language processing Published: 09/01/2025 See all research Find out more about Financial Lives Financial Lives is our flagship survey of UK consumers’ attitudes to and experiences with financial services. Read the latest survey Data We collect and publish data about firms, consumers and our own performance and activities. Explore data https://www.fca.org.uk/what-we-publish#section-research-and-data What we publish We publish research in different ways to help inform our decision-making, from short articles and insights to in-depth papers and commissioned external research. Learn more AI research series AI in UK financial services A joint FCA and Bank of England report into how AI is being used in financial services. Pricing differences by demographic characteristics in the UK mortgage market New research from the FCA uses a statistical model to investigate pricing fairness in the UK mortgage market. Bias in natural language processing An investigation into how demographic bias in natural language processing applications could be prevented. Bias in supervised machine learning A review of literature on measuring and mitigating bias in machine learning models that are used to make predictions or decisions. Subscribe to our daily and weekly news and publications email alerts Email Submit Manage your subscriptions Leave this field blank
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