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The EU-SDFA paper explores the challenges and opportunities presented by the rapid digitalization of the financial sector in Europe, driven by the adoption of innovative technologies such as AI, machine learning, and big data. It discusses the benefits and risks of digital finance and highlights AI and DLT as key technologies shaping the transformation of the industry.