Sloan School of Management
Through innovative research, MIT Sloan faculty create and redefine ideas at the forefront of management theory and practice around the globe.
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The Future of Mortgages: Evaluating the Potential of Blockchain and Generative AI for Reducing Costs and Streamlining Processes
(2023-06-22)This research explores the opportunities for cost reduction in the mortgage industry through the synergistic use of blockchain and artificial intelligence (AI). The objectives include identifying key areas of inefficiency, ... -
From ELIZA to ChatGPT: The Evolution of NLP and Financial Applications
(2023-04-20)Natural language processing (NLP) has revolutionized the financial industry, providing advanced techniques for the processing, analyzing, and understanding of unstructured financial text. We provide a comprehensive overview ... -
Why Providing Humans with Interpretable Algorithms May, Counterintuitively, Lead to Lower Decision-making Performance
(2022-10-12)How is algorithmic model interpretability related to human acceptance of algorithmic recommendations and performance on decision-making tasks? We explored these questions in a multi-method field study of a large multinational ...
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