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1_ Introduction   Interpretable, or Explainable, Artificial Intelligence (“AI”) has turned into an important topic for those software vendors and users in today business world working within the space. As AI has increasing impact on day to day activities; trust, transparency, liability and auditability have become prerequisites for any project deployed at a large scale. […]

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Bleckwen were delighted to participate and contribute at what was a fascinating and high energy event in London this week. During two days filled with presentations and panel discussions, a wide-ranging audience discussed the rapidly moving developments across technology landscapes, regulatory topics, debating the psychology of crime and, of course, looking into evolving criminal strategies. […]

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  In the previous article, we explained why the interpretability of machine learning models is an important factor in the adoption of AI in industries, and more specifically in fraud detection. (https://www.bleckwen.ai/2017/09/06/interpretable-machine-learning-in-fraud-prevention/ ). In this article, we’re going to explain how LIME works. It’s an intuitive technique that we have tested at Bleckwen. Before looking […]

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At Bleckwen we love reading books! For your summer break, we’ve compiled this list our favourite AI books. We are happy to share it with you. Enjoy!   WEAPONS OF MATH DESTRUCTION Author: Cathy O’Neil Cathy O’Neil (a Harvard PhD graduate in mathematics) has worked as a professor, hedge-fund analyst and data scientist. She founded ORCAA, […]

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In 2017, over 330 million people around the world use Twitter each month to comment and react instantly to events. Over the same year around 180 billion of tweets have been sent by users! In autumn 2017, Spain experienced one of the most important social event since the Spanish Civil War: the Catalan independence referendum. […]

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According to Yannick Martel, Managing Director of Bleckwen, a fintech specialized in Artificial Intelligence for fraud prevention, interpretability is today a major stake to ensure a broad adoption of Artificial Intelligence.    First of all, could you explain what interpretability is? Interpretability is the ability to explain the logic and the reasons that lead an […]

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