EY 保险和精算中的生成式人工智能.pdf

1、SINGAPORE ACTUARIAL CONFERENCE 202426-29 August 2024Avoid filling this space with text,will not be seen by audienceGenerative AI in Insurance and ActuarialNitin Datta,Partner,FSO Consulting Technology Leadernitin-Jeremy Lin,FIA,Senior Manager,FSO Consulting ASINGAPORE ACTUARIAL CONFERENCE 202426-29

2、August 2024Presentation Disclaimer This presentation is intended for educational purposes only and does not replace independent professional judgment.Statements of fact and opinions expressed are those of the presenter individually and,unless expressly stated to the contrary,are not the opinion or p

3、osition of the Singapore Actuarial Society,its cosponsors or its committees,and not of EY.EY does not endorse or approve,and assumes no responsibility for,the content,accuracy or completeness of the information presented.SINGAPORE ACTUARIAL CONFERENCE 202426-29 August 2024What is GenerativeAI,or“Gen

4、 AI”?GenerativeAIDeepLearningMachineLearningArtificialIntelligenceArtificial IntelligenceAI,or artificial intelligence,is a field of computer science that focuses on creating intelligent machines capable of tasks requiring human intelligence.Machine LearningMachine learning is a subfield of artifici

5、al intelligence,which is broadly defined as the capability of a machine to imitate intelligent human behaviour.Deep LearningDeep learning is a subset of machine learning,which is essentially a neural network with three or more layers.Generative AIGenerative AI is a type of artificial intelligence th

6、at can create new content such as images,text,audio,or video based on the data it has been trained on,using techniques like large language models,transformer neural networks,and generative adversarial networks1943195920062017Technology Appearanceof financial services leaders reported that GenAItools