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Finance Watch:2025金融领域AI应用研究报告:算法黑箱的信任危机(英文版)(47页).pdf

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1、1Finance Watch Report l March 2025Artificial intelligence in finance:how to trust a black box?Artificial intelligence in finance:how to trust a black box?Can and should the provision of AI-powered financial services be regulated?A Finance Watch ReportMarch 20252Finance Watch Report l March 2025Artif

2、icial intelligence in finance:how to trust a black box?Author:Thierry PhilipponnatEditor:Robert NoskerGraphics and typeset:Camila DuboisCover photo:Adobe StockAcknowledgement:We extend our gratitude to the members of Finance Watch for their invaluable input and feedback,as well as to the numerous pr

3、ofessionals and experts who contributed to the production of this report by sharing their insights and expertise.Finance Watch 2025The contents of this report may be freely used or reproduced without permission provided the original meaning and context are not altered in any way.Where third party co

4、pyright has been acknowledged,permission must be sought from the third party directly.For enquiries relating to this report,please email contactfinance-watch.orgFinance Watch has received funding from the European Union to implement its work programme.There is no implied endorsement by the EU or the

5、 European Commission of Finance Watchs work,which remains the sole responsibility of Finance Watch.3Finance Watch Report l March 2025Artificial intelligence in finance:how to trust a black box?ContentsPreface-Report objective 4Executive Summary 5Key Recommendations 7Introduction 9I.Understanding art

6、ificial intelligence and apprehending the difference with human intelligence 11A.Whats in the two words artificial intelligence?A brief description and a glossary of AI 11B.The difference between human and artificial intelligence:the nature of AI 14II.Is the provision of AI-powered financial service

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本文主要探讨了人工智能在金融服务中的应用及其与现有金融监管规则的兼容性。文章指出,人工智能的采用在金融服务领域日益增长,其效率提升对金融服务业者有利,但对公共利益的影响不明显。文章分析了人工智能在金融服务的采用中出现的挑战和脆弱性,包括对消费者保护的威胁、对金融稳定的风险、监管和欺诈检测的复杂性。文章建议,为了减少人工智能在金融服务中的风险,需要制定明确的监管规则和问责机制。文章还呼吁欧洲政策制定者扩大欧盟人工智能法案的适用范围,建立人工智能民事责任制度,并重新评估现有金融法规的执行可能性。
金融AI如何影响监管? AI模型透明度对金融业有何影响? 金融AI数据耗尽将带来哪些挑战?
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