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1、LEVERAGINGLARGELANGUAGEMODELS INFINANCE:Pathways toResponsible Adoption2 Leveraging Large Language Models in Finance:Pathways to Responsible Adoption This report is part of a collaboration between the European Securities and Markets Authority(ESMA),the FaiR(Finance and Insurance Reloaded)programme a

2、t Institut Louis Bachelier and the FAIR(Framework for Responsible Adoption of Artificial Intelligence in the Financial Services Industry)programme of the Alan Turing Institute.The views expressed in this publication are privately held by the authors and should not be attributed to ESMA,Institut Loui

3、s Bachelier or the Alan Turing Institute.AUTHORS:Bagattini Giulio(ESMA)Brire Marie(Institut Louis Bachelier)Guagliano Claudia(ESMA)Maple Carsten(The Alan Turing Institute)Sabuncuoglu Alpay(The Alan Turing Institute)WORKSHOP PARTICIPANTS:Balague Christine-Institut Mines Telecom Bertucci Louis-Institu

4、t Louis Bachelier Bonaita Alessandro-Generali Chen Yujia-University of Edinburgh Chon Anne-ESMA Dymacz Aleksandra-OECD Elie Romuald-Deepmind Fliche Olivier-ACPR Gomez Teijeiro Lucia-Geneva University Gourier Elise-ESSEC Hammouda Maysara-Predictiva Ionita Laura-ESMA Krasniqi Dafnis-Institut Louis Bac

5、helier Lauridsen Nico-EUI Lefort Baptiste-AI for Alpha Leote De Carvalho Raul-BNP PAM Lucas Iris-AMF Ly Antoine SCOR Marshall William-ESMA Martinez Luis-ESMA Masson Corentin-AMF Mery Rami-Amundi Ohana Jean Jacques-AI for Alpha Otaegui Alain-EBA Papiotis Sotiris ESMA Piazza Federico-ESMA Picault Matt

6、hieu-University of Orlans Rava Matteo ESMA Ritola Tuomas-FIN-FSA Rouil Guillaume-AXA IM Smits Artis-CB Latvia Szpruch Lukasz-The Alan Turing Institute Townson Sian-OliverWyman Special thanks to Louis Bertucci,Anne Chon,Dafnis Krasniqi,Corentin Masson and Sian Townson for useful comments and contribu