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Artificial Intelligence in Financial Services: Systemic Implications and Regulatory Responses

机译:金融服务中的人工智能:系统含义和监管对策

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摘要

The expansion of Artificial Intelligence (AI) in the financial services industry continues at an accelerated pace as the technology improves and financial institutions see more advantages from its use. AI systems possess advanced data processing capabilities, which allow them to analyze and resolve complex problems, identify and assess risks and perform important tasks in a number of areas, such as the internal process functions, the service to and relationship with the consumers and regulatory compliance.1 Extensive use of AI in back-office function streamlines operations resulting in significant efficiency gains. More recently AI has expanded also to middle and front office functions. In regards to consumers, AI analysis of consumer profiles and preferences, automated decisionmaking, AI-enabled fingerprint, text and voice recognition used in customer logins and other communications with banks (e.g., chatbots), price comparison sites and robo-advisors, offer service customization, money-saving options, and better consumer experience. Alternative credit-scoring systems based on AI promise to bring to the financial system currently unbanked or underbanked customers.
机译:随着技术的进步以及金融机构从其使用中获得更多优势,金融服务行业中人工智能(AI)的扩展仍在继续加速。人工智能系统拥有先进的数据处理能力,使它们能够分析和解决复杂的问题,识别和评估风险并在许多领域中执行重要任务,例如内部流程功能,对消费者的服务和与消费者的关系以及法规遵从性.1在后勤部门中广泛使用AI可以简化操作,从而显着提高效率。最近,人工智能也扩展到了中层和前台部门。关于消费者,针对消费者资料和偏好的AI分析,自动决策,用于客户登录以及与银行(例如,聊天机器人),价格比较站点和机器人顾问的其他通信中使用的支持AI的指纹,文本和语音识别,提供服务定制,省钱的选择以及更好的消费者体验。基于AI的替代信用评分系统有望将目前没有银行服务或银行服务不足的客户带入金融系统。

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