LLM 和生成式人工智能在敏感数据处理中的应用——在高度监管的行业中应对安全、责任和陷阱.pdf

1、LLM and Generative AI for Sensitive Data-Navigating Security,Responsibility,and Pitfalls in Highly Regulated IndustriesStefania Chaplin&Azhir MStefania Chaplin devstefopsSolutions ArchitectAzhir Mahmoodazhir.mAI Research Scientist GenAI is Revolutionising the WorldGen-AI in Science&EngineeringDesign

2、 Optimisation Meet AIGenerative AI in Business Meet Lilli,our generative AItool for employeesAugust 2023Lilli“leverages our entire body of knowledge and assets to drive new levels of productivity”-Jacky Wright,CTOPreviously,“identifying analogues”or“comparables”could take days of chasing down the ri

3、ght experts.“unleashed the creative potential in our people helping clients in ways we never anticipated”ContractMatrix,streamlines contract drafting,review and analysis.It has been developed in partnership with Microsoft and Harvey.Tested and perfected by over 1,000 A&O lawyersFollowing launch at t

4、he end of 2023 is now being licenced to clients.What are Highly Regulated Industries and Types of Sensitive DataWhat are Highly Regulated Industries?Regulated industries face strict government oversight,compliance requirements,and adherence to standards and laws to ensure consumer protection,public

5、safety,fair competition,and environmental conservation.Some examples of such industries include:1.Finance 2.Medical/Pharmaceutical 3.Defence,Government 4.Utilities Types of Sensitive DataThe A.I.Legislation LandscapeTimeline of Relevant Legislations2018EU GDPREU AI Act Proposal2021Algorithmic Accoun

6、tability Act2023Stop Discrimination by Algorithm Act2023Draft Resolution A/78/L.4921st March2024Pro-Innovation Approach to AI Regulation 6thFebruary2024Artificial IntelligenceHL Bill 112023Areas in the world that have passed legislation“How to AI?”What is MLOps When Things Go WrongAI Going RogueSecu