AlphaSense:2024企业级生成式AI:自建私有大模型VS购买通用大模型(英文版)(21页).pdf

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AlphaSense:2024企业级生成式AI:自建私有大模型VS购买通用大模型(英文版)(21页).pdf

1、Enterprise GenAI:To Build or Buy a GenAI LLM?Whats Inside1 INTRODUCTION3 PART 1 The Costs of Inefficient Knowledge Sharing5 PART 2 The Potential of GenAI6 PART 3 The Risks of GenAI8 PART 4 To Buy or to Build?10 PART 5 End-To-End Solutions Extend Beyond LLM or Vector Database Decisions12 PART 6 Alpha

2、Sense is Your AI-Powered Insight Hub16 PART 7 Benefits of AI Generally for Internal ContentWhats InsideIntroductionToday,the information challenges organizations face,including leveraging their own existing research and insights,exceeds overload.Nearly every organization has previously undertaken th

3、e implementation of a Knowledge Management System(KMS),only to be met with outcomes that fell short of expectations.This is a reality that many organizations continue to face:their data is a mess and even when they know where to look within a KMS,it takes 20 clicks in folders to access it,and then r

4、elying on CTRL+F to search a tidbit of information within a document.Content finds itself in various locations,whether on a local drive,within a team folder,or within a team-centric note-taking application,excluding broader organizational access.This roadblock can escalate into a formidable complexi

5、ty,particularly when managing separate investment teams,conglomerates with diverse business lines,or regional teams.It also leads to teams working with a lot of mismanaged internal and external information that wastes money and time.Furthermore,invaluable intellectual property inherited from previou

6、s investments,projects,deals or acquisitions often remains ensnared within legacy systems,separate and detached from the central knowledge repository.1These challenges lead to a reliance on multiple different storage platforms and missed information.The result of these costly mistakes?Laborious data

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