从数据角度看智能模型与知识模型（由 Bright Data 赞助）.pdf

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1、 2025,Amazon Web Services,Inc.or its affiliates.All rights reserved.2025,Amazon Web Services,Inc.or its affiliates.All rights reserved.2025,Amazon Web Services,Inc.or its affiliates.All rights reserved.A I M 3 5 8-SOr LenchnerIntelligent vs KnowledgeableModels through the Lens of DataCEOBright Data

2、2025,Amazon Web Services,Inc.or its affiliates.All rights reserved.50B+Web pages served3.5x Google Search Worldwide6K+Granted Patent claims4th in global patents in the field of collaborative robot technologyBright Datas Platform is Used Worldwide by 20,000+Customers from Nearly Every Industry13 of t

3、he 20 leading global LLM Labs7 of the 10 leading ecommerce websites3 of the 10 leading US banks4 of the 10 leading cybersecurity companies3B+Web pages archived3x Wayback Machine200KBrowsers onlineThe largest known browser pool in the world 2025,Amazon Web Services,Inc.or its affiliates.All rights re

4、served.Data at Scale is the Most Important Ingredient to Win the AI RaceAs Open Source and Open Weights become more popularAs training becomes cheaperAlgorithmComputeDataData becomes a stronger moat 2025,Amazon Web Services,Inc.or its affiliates.All rights reserved.Can a Theoretical Physicist Prove

5、a New Phenomenon?Nope.They can:Describe the new phenomenaPropose and develop theories and modelsSuggest ways to prove/disproveBut they must rely on experimental verification by other physicists to provide evidence and demonstrate that the proposed theory explains reality.LLMs works the same.2025,Ama

6、zon Web Services,Inc.or its affiliates.All rights reserved.Can a LLM Purchase the Right Product for You?Not yet.It doesnt know the real-time price This is why you are not buying through a chatbot.2025,Amazon Web Services,Inc.or its affiliates.All rights reserv