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摩根大通(J.P. Morgan):2025年新兴技术趋势报告(中译版)(56页).pdf

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1、2025Global Technology Strategy,Innovation and PartnershipsEmergingTechnologyTrends1Through collaborative efforts with technology leaders across the firm and continuous connectivity with the external technology ecosystem,the Global Technology Strategy,Innovation,and Partnerships team helps JPMorganCh

2、ase remain connected to innovative and emerging technology trends.Each year,the team identifies a collection of the most meaningful emerging technology trends to shape and influence our Global Technology strategy and future roadmap.This document outlines the top trends for 2025,with an overview of e

3、ach trend and insights from the external market.In 2024,the excitement and innovation around Generative AI(GenAI)continued,offering transformative potential across industries.We saw AI capabilities start to become embedded in horizontal applications for content creation,workflow automation,and data

4、analysis,and in vertical applications for users across software engineering,sales,marketing,finance,fraud,and risk.GenAI also gained traction for tasks like data management or in streamlining business processes with agents and orchestration.All of this is powered by foundational models while requiri

5、ng specialist computing infrastructure to train these models.In addition,several trends emerged across the model providers including proprietary models versus open models,domain-specific models(e.g.,coding,image and video creation),and the use of smaller models to provide broader deployment options

6、with optimized performance,including for mobile and edge devices.In the security space,capabilities emerged to ensure the secure use of AI technology and to protect against new threat actors using GenAI and agentic AI.Our 2025 report maintains a clear focus on the innovation around GenAI and AI agen

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本文主要讨论了2025年全球技术战略、创新与合作伙伴关系中的新兴技术趋势。文章指出,通过与公司内外的技术领导者合作,并持续与外部技术生态系统保持联系,全球技术战略、创新与合作伙伴关系团队帮助摩根大通保持与创新和新兴技术趋势的联系。每年,该团队都会识别出一系列最有意义的新兴技术趋势,以塑造和影响我们的全球技术战略和未来路线图。 文章概述了2025年的顶级趋势,包括推理时间计算和推理模型、合成数据在后训练中的影响、检索增强生成的发展、从单智能体到多智能体系统的转变、自动化平台、下一代数据中心设计、AI即服务/AI云、AI工作负载编排、智能体软件开发、自带云等。 此外,文章还强调了保护智能体应用程序、检测深度伪造和验证凭证、智能体网络安全运营、保密AI等关键技术趋势,以保护公司免受新威胁行为者的侵害。 总的来说,本文强调了新兴技术趋势对全球技术战略和未来路线图的影响,以及如何通过与技术领导者的合作和持续的外部技术生态系统联系来保持与创新和新兴技术趋势的联系。
2025年,哪些新兴技术趋势将影响全球技术战略和未来路线图? 生成性AI如何改变企业内容策略,实现动态和可扩展的内容生态系统? 数据中心的未来设计如何适应AI和高性能计算系统的需求?
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