法学硕士如何改变金融科技的未来.pdf

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1、Karamjit SinghDirector,AI Products,Mastercardhttps:/ LLMs are Transforming the Future of Fin-tech2022 Mastercard.Proprietary and ConfidentialAGENDAWhat are LLMs and its trendsApplications of Gen AI in FintechRisks and Mitigations of Gen AI for FintechFuture Trends2022 Mastercard.Proprietary and Conf

2、identialAI vs ML vs DL vs GenAI vs LLMs?2022 Mastercard.Proprietary and ConfidentialAI vs ML vs DL vs GenAI vs LLMs2022 Mastercard.Proprietary and ConfidentialAI vs ML vs DL vs GenAI vs LLMsAI(Artificial Intelligence):The broader concept encompassing all technologies that mimic human intelligence,in

3、cluding reasoning,problem-solving,and decision-making.ML(Machine Learning):A subset of AI focused on training algorithms to learn patterns from data and make predictions or decisions without explicit programming.DL(Deep Learning):A subset of ML that uses neural networks with multiple layers(hence de

4、ep)to model and solve complex problems,such as image recognition and natural language processing.GenAI(Generative AI):A category of AI that generates new content,such as images,text,or music,based on the data it has been trained on,using models like GANs and transformers.LLMs(Large Language Models):

5、A type of GenAI specifically focused on language,trained on vast datasets to understand,generate,and manipulate human language,often with billions of parameters(e.g.,GPT-3).https:/ Mastercard.Proprietary and Confidential6Evolution of LLMshttps:/ Mastercard.Proprietary and Confidential7Evolution of L

6、LMshttps:/ Mastercard.Proprietary and Confidential8BRAIN GAMESHow our Brain identifies Missing Values2022 Mastercard.Proprietary and Confidential9Missing Data In Finance2022 Mastercard.Proprietary and Confidential10Application of Gen AI in FintechCustomer Service and SupportLLMs are used to automate