应对金融科技领域人工智能加速发展的步伐.pdf

1、ConversationalAI ServicesAI in FinanceGenAI in Action2024AI in FinanceGenAI in Action2024Prepared by John Chan,2024jcAgenda:Intro 2023 Look Back 2024 GenAI Hype or no-hype Risk and Benefit Tech Focus 2025 and Beyond-GenAI in Action Q&A“Embracing the Speed,Striving for Accuracy”2023 Look BackGenAIAI

2、in FinanceGenAI in Action2024Prepared by John Chan,2024jcWhat is Generative AI?Generative AI,or GenAI,is a type of artificial intelligence(AI)that uses deep learning models to create new content,including text,images,and other contents based on the data its trained on.AI in FinanceGenAI in Action202

3、4Prepared by John Chan,2024jcLast Year:Key applications of GenAI in Banking Sector:1.Chatbots and virtual assistants2.Fraud detection and prevention3.Credit risk assessment4.Personalized marketing5.Investment management6.Document analysis and processing7.Regulatory compliance GPT-4 simulated exams c

4、apabilities Overhyped or Unhyped?2015Founded2018 GPT-12019.11 GPT-22020.05 GPT-32021.01 DALL-E2022.09 Whisper2022.11 ChatGPT2023.03 GPT-4AI in FinanceGenAI in Action2024Prepared by John Chan,2024jcLast Year:ChatGPT through the Lens of the Dunning-Kruger EffectAI in FinanceGenAI in Action2024Prepared

5、 by John Chan,2024jc2023GenAI CapabilitiesCommon Content Analysis(Topic,Sentiment,Extraction)Emails,News,Chats,Documents,Social mediaText/Code Generation Email draft generation Draft SQL code generation Synthetic data in Text for model training,system testing,sensitive data maskingText Summarization

6、 Summarize meeting notes,email,social media messages,market news&research documents,SEC publicationsetc.Anomaly Detection Fraud/No Fraud,AML,SanctionsRecommendation System Understand user review and commentVoice Understanding Meeting note summary Video content reviewChange our way to thinkRecall Dis