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A Fairer AI Future: Tackling Data Bias and Accountability
During this year’s Public Sector AI Week, Sara Boltman, co-founder of Butterfly Data, spoke about the growing role of artificial intelligence in government and public services. Drawing from her background in data science and machine learning, she highlighted AI's potential to improve decision-making while warning of the risks of bias without proper oversight.
White Paper - Risk Identification in Public Contracts: the role of Generative AI and the Company Analysis Tool
Butterfly Data and Oxford Insights developed the Company Analysis Tool (CAT) to identify risks in public contracts using AI. It integrates UK contracting data with ‘red flag’ methodologies to flag suspicious companies.
Semantic Analysis Using LLMs - Classification with BERT
In this articles we will explore how to use Large Language Models (LLMs) for Semantic Analysis. In recent years, Large Language Models (LLMs) have revolutionised the field of natural language processing (NLP), venturing into the new frontiers...
Great Expectations
In data science or data-based projects, the quality of data is one of the most pertinent aspects to be considered. In the case of developing intelligent systems using various AI (Artificial Intelligence) techniques…
Shine's Spotlight: ‘Hitting Against The Spin’ by Nathan Leamon & Ben Jones
Cricket is one of many sports that has undergone a “data revolution” over the last 10 years. This follows in the footsteps of the famous “Moneyball” philosophy which revolutionised baseball in the early 2000s…
Data Acquisition in Mountain Biking
In our modern world, data is used almost everywhere to make our lives easier, to sell us things, or even to give elite athletes an edge over their competitors…
Shine's Spotlight: ‘The Signal and the Noise’ by Nate Silver
One of our directors, Sara, recommended I read this book a long while ago, so I gave it a read for my next blog post. Nate Silver has a background in statistics and making predictions…
Big Government Data Strategy - No more Chief Data Ostrich!
Governments around the world are going digital. Considering this, the OECD published a ranking table which rated the UK as 2nd best worldwide…
Artificial Intelligence in Healthcare
Two areas of machine learning (ML) have undergone rapid advances over the last few years: Natural Language Processing (NLP) and Image Recognition…
The Digital Sandbox
Butterfly Data are proud to have taken part in the Digital Sandbox Sustainability Cohort this year. Successful Companies, selected by the Financial Conduct Authority (FCA) and City of London Corporation (COCL), were challenged to tackle problems in finance…