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智能体：企业转型与效率的下一个前沿","未来六年，新兴的人工智能基础设施挑战将定义企业的竞争优势。",[],[10,11,12,13,14,15,16,17,18,19,20,21,22,23,24,25,26,27,28,29,30,31,32,33,34,35,36,37,38,39,40],"https://img-s-msn-com.akamaized.net/tenant/amp/entityid/AA1SgFNv.img?w=549&h=309&m=6","https://www.retailbankerinternational.com/wp-content/uploads/sites/2/2025/12/agentic-AI.jpg","https://fortune.com/img-assets/wp-content/uploads/2025/12/charles-lamanna-e1765338621733.png?format=webp&w=1440&q=100","https://www.varindia.com/storage/news/2025/12/QrdBIwAbS8QOPNk1NNUzMLApVu1wjfhxixG6LBaB.png","https://img.digitimes.com/newsshow/20251210pd232_files/2_b.jpg","https://www.luxuriousmagazine.com/wp-content/uploads/2025/12/GlobalData-Agentic-AI-Market-research-2025.jpg","https://neworleanscitybusiness.com/files/2025/12/MAIN-PHOTO-Depositphotos_cyber-security-1-850x548.jpg","https://storage.googleapis.com/gweb-cloudblog-publish/images/05_-_Compute.max-900x900.jpg","https://cdn.open-pr.com/L/c/Lc13923275_g.jpg","https://cdn.mos.cms.futurecdn.net/cuJ2nHdA2cLngX4bhsHsye-1200-80.jpg","https://d3nwecxvwq3b5n.cloudfront.net/AcuCustom/Sitename/DAM/060/Main_2224818945_11_Main.jpg","https://solutionsreview.com/data-management/files/2025/12/Data-Integration-1.jpg","https://media.assettype.com/analyticsinsight/2025-12-15/7eatoggj/Arjun-Nagulapally.jpg?w=1200&h=675&auto=format%2Ccompress&fit=max&enlarge=true","https://s.yimg.com/ny/api/res/1.2/o.8ZhRtFXdSYvUYDQZk8ig--/YXBwaWQ9aGlnaGxhbmRlcjt3PTY0MDtoPTQ0OA--/https://media.zenfs.com/en/aol_fortune_385/9d0c5caa9878714a0bf7e300a8387d00","https://cdn.searchenginejournal.com/wp-content/uploads/2025/12/marie-haynes-785.png","https://i0.wp.com/substack-post-media.s3.amazonaws.com/public/images/31515a6b-ca2c-4e59-8794-048ade830222_1616x1180.png?w=1920&ssl=1","https://d1.awsstatic.com/onedam/marketing-channels/website/aws/en_US/isv/approved/images/aws-library_illustration_innovation_7_1200.d9d030c1c745f114a8ec9a43a4f69439b2e11987.jpg","https://static.businessworld.in/Heading%20-%202025-12-15T172923.748_20251215172928_original_image_40.webp","https://www.hindustantimes.com/ht-img/img/2025/12/13/1600x900/logo/photo-1697577418970-95d99b5a55cf_1739962142613_1765620119731.jpg","https://community.nasscom.in/sites/default/files/styles/560_x_350/public/media/images/Agentic%20AI%20Services%20Explained%20What%20Businesses%20Need%20to%20Know%20in%202025%20%281%29.png.webp?itok=ia60IEHr","https://www.webpronews.com/wp-content/uploads/2025/12/article-3933-1765788927.jpeg","https://res.cloudinary.com/jerrick/image/upload/d_642250b563292b35f27461a7.png,f_jpg,fl_progressive,q_auto,w_1024/693fd0767cc612001db362c9.png","https://media.wtwco.com/-/media/WTW/Brand-1610-Refresh/GettyImages-1318603905-1610.jpg?modified=20240422085137&imgeng=meta_true&la=en-AE&h=405&w=648&mw=648&hash=6ACBAF02520A48EE138C00B225351867","https://media.wired.com/photos/692e1aa12a39d9894f47ea5b/3:2/w_2560%2Cc_limit/WiredxAWS_2_header.jpg","https://fortune.com/img-assets/wp-content/uploads/2025/11/Fortune-AIQ-AgenticAI.jpg?w=1440&q=75","https://learn.g2.com/hubfs/Enterprise%20AI%20Agent.png","https://aijourn.com/wp-content/uploads/2025/12/DeagentAIopedimage-780x470.jpg","https://www.webpronews.com/wp-content/uploads/2025/12/article-3827-1765673446.jpeg","https://cdn.thenewstack.io/media/2025/12/823b3080-checklist-1024x576.jpg","https://media.zenfs.com/en/globenewswire.com/d5539c8778792331532a9759daa3b396","https://accessglobal.media.clients.ellingtoncms.com/uploads/froala_editor/images/1765840388828.png","企业AI智能体与基础设施效率的融合正在迅速重塑组织机构进行数字化转型的方式。到2025年，一场巨大的变革正在进行中：80%的商业领袖计划将自主AI智能体整合到战略工作流程中，这预示着对工作场所生产力和运营模式的深刻重塑。\n\n微软的企业AI战略揭示了一种超越传统自动化的变革性方法。AI智能体正在崛起，成为能够自主运行的复杂数字员工，连接到组织工具和知识库，并以空前的速度和规模交付成果。与前几代软件不同，这些智能体可以持续运行，将复杂任务升级给人类，并在多个领域运作，包括财务、运营、供应链和客户支持。\n\nIDC的研究强调，潜在的挑战是新兴的AI效率差距。部署AI技术的组织面临着重大的运营复杂性：92%的组织报告了负面的效率影响，其中41.6%的组织经历了计算成本增加，40.4%的组织遇到了工程复杂性。关键的是，29%的AI预算浪费源于推理效率低下，主要是由于GPU空闲时间和资源利用率不佳。\n\n战略性应对措施已经在形成。领先的组织正在采取多管齐下的方法：28.9%的组织优先考虑模型优化技术，26.3%的组织与专业的AI服务提供商合作，25%的组织投资于团队技能提升。AI创新的未来将不仅仅由原始计算能力定义，而是通过创建集成的、具有成本效益的系统来定义，这些系统将人类创造力与机器效率无缝融合。\n\n最具前瞻性的公司正在AI智能体部署中实施零信任原则，确保受控的、自适应的访问，同时通过自下而上的创新逐步扩展能力。这种方法将AI从一种技术工具转变为一种战略性的组织能力，创建了一种混合的人工智能工作场所模型，在该模型中，常规任务被自动化，从而使员工能够专注于创造力、战略思考和高价值的问题解决。",[43,46,49,52],{"title":44,"answer":45,"author":5,"avatar":5,"time":5},"到2025年，AI代理将如何改变企业工作流程？","预计到2025年，人工智能代理将自主处理财务、运营、供应链和客户支持等领域的日常任务。80%的商业领袖计划进行整合，创建一个混合工作场所，代理负责管理重复性工作，而人类则专注于战略性和创造性任务。",{"title":47,"answer":48,"author":5,"avatar":5,"time":5},"AI 智能体部署面临的主要挑战是什么？","各机构正面临“人工智能效率差距”，92% 的机构报告了负面的效率影响。 主要挑战包括计算成本增加（41.6%）、工程复杂性（40.4%），以及29%的 AI 预算浪费，原因是推理效率低下，例如 GPU 空闲时间。",{"title":50,"answer":51,"author":5,"avatar":5,"time":5},"AI 智能体部署有哪些关键安全措施？","实施零信任原则至关重要，以确保受控和自适应的访问。组织应从低风险流程开始，逐步扩展代理功能，并维护强大的安全框架，以限制潜在的漏洞。",{"title":53,"answer":54,"author":5,"avatar":5,"time":5},"公司如何应对人工智能基础设施的挑战？","公司正在采取多管齐下的策略：28.9% 专注于模型优化，26.3% 与人工智能服务提供商合作，25% 投资于团队技能提升。目标是创建集成的、具有成本效益的系统，从而平衡技术能力与运营效率。",[56,61,66,71,76,81,86,90,94,98,103,107,111,115,119,123,127,131,135,139,143,147,151,155,159,163,167,171,175,179,183,187,191,195,199,203,207,211,215,219],{"id":57,"title":58,"source":59,"logo":39,"time":60},92564,"Zapier Survey Finds 84% of Enterprises Plan to Boost AI Agent Investment","https://finance.yahoo.com/news/zapier-survey-finds-84-enterprises-130000504.html","3天前",{"id":62,"title":63,"source":64,"logo":24,"time":65},92586,"Well-Known SEO Explains Why AI Agents Are Coming For You & What To Do Now","https://www.searchenginejournal.com/well-known-seo-explains-why-ai-agents-are-coming-for-you-what-to-do-now/562964/","7天前",{"id":67,"title":68,"source":69,"logo":10,"time":70},92565,"AI agents: The quiet revolution redefining the future of work","https://www.msn.com/en-in/money/news/ai-agents-the-quiet-revolution-redefining-the-future-of-work/ar-AA1SgSa7?ocid=finance-verthp-feeds","5天前",{"id":72,"title":73,"source":74,"logo":5,"time":75},92587,"Pablo Moreno Explains How Agentic AI Transforms BI Operations","https://www.packtpub.com/en-mx/learning/bipro/pablo-moreno-explains-how-agentic-ai-transforms-bi-operations","9天前",{"id":77,"title":78,"source":79,"logo":25,"time":80},92562,"The Agentic Paradox: Why Single AI Agents Become \"Digital Dead-End Islands\" in 2026","https://fourweekmba.com/the-agentic-paradox-why-single-ai-agents-become-digital-dead-end-islands-in-2026/?utm_source=rss&utm_medium=rss&utm_campaign=the-agentic-paradox-why-single-ai-agents-become-digital-dead-end-islands-in-2026","4天前",{"id":82,"title":83,"source":84,"logo":11,"time":85},92584,"Agentic GBS: The next operating system for intelligent enterprises","https://www.retailbankerinternational.com/comment/agentic-gbs-next-operating-system-intelligent-enterprises/","8天前",{"id":87,"title":88,"source":89,"logo":34,"time":60},92563,"2025 was the year of agentic AI. How did we do?","https://fortune.com/2025/12/15/agentic-artificial-intelligence-automation-capital-one/",{"id":91,"title":92,"source":93,"logo":38,"time":65},92585,"A 5-Step Checklist for Building Collaborative AI Agent Systems","https://thenewstack.io/a-5-step-checklist-for-building-collaborative-ai-agent-systems/",{"id":95,"title":96,"source":97,"logo":31,"time":70},92568,"AI Agents in 2026: The New Normal for Everyday Life","https://vocal.media/futurism/ai-agents-in-2026-the-new-normal-for-everyday-life",{"id":99,"title":100,"source":101,"logo":18,"time":102},92569,"Enterprise Agentic AI Market is Dazzling Worldwide | Major Giants Google DeepMind, IBM","https://www.openpr.com/news/4313980/enterprise-agentic-ai-market-is-dazzling-worldwide-major","6天前",{"id":104,"title":105,"source":106,"logo":37,"time":80},92566,"Agentic AI Revolutionizes Industries with Robust Data Foundations","https://www.webpronews.com/agentic-ai-revolutionizes-industries-with-robust-data-foundations/",{"id":108,"title":109,"source":110,"logo":28,"time":70},92567,"AI agents: The quiet revolution redefining the future of work | Hindustan Times","https://www.hindustantimes.com/ht-insight/future-tech/ai-agents-the-quiet-revolution-redefining-the-future-of-work-101765620010620.html",{"id":112,"title":113,"source":114,"logo":5,"time":60},92560,"AI Agents in Business 2025: Autonomous Workflow Transformation - News and Statistics","https://www.indexbox.io/blog/ai-agents-transform-critical-business-workflows-by-2025/",{"id":116,"title":117,"source":118,"logo":5,"time":102},92582,"Agentic AI Transforms Work: From Passive Tools to Active AI Teammates | 2025 - News and Statistics","https://www.indexbox.io/blog/the-rise-of-agentic-ai-from-tools-to-teammates-and-the-challenge-for-leaders/",{"id":120,"title":121,"source":122,"logo":35,"time":60},92561,"G2's Enterprise AI Agents Report: Industry Outlook for 2026","https://learn.g2.com/enterprise-ai-agents-report?hsLang=en",{"id":124,"title":125,"source":126,"logo":20,"time":65},92583,"Technology - FROM HYPE TO HARD REALITY: NAVIGATING THE AGE OF AGENTIC AI","https://www.business-reporter.co.uk/technology/from-hype-to-hard-reality-navigating-the-age-of-agentic-ai",{"id":128,"title":129,"source":130,"logo":21,"time":102},92580,"From Prompt Design to Data Engineering: Why Architecture Matters for Agentic AI","https://solutionsreview.com/data-management/from-prompt-design-to-data-engineering-why-architecture-matters-for-agentic-ai/",{"id":132,"title":133,"source":134,"logo":5,"time":102},92581,"Building Applications with AI Agents","https://www.oreilly.com/radar/building-applications-with-ai-agents/",{"id":136,"title":137,"source":138,"logo":5,"time":60},92559,"Agentic AI Enters Hyper-growth Phase as US and China Lead Global Race, Reveals GlobalData","https://www.hpcwire.com/aiwire/2025/12/15/agentic-ai-enters-hyper-growth-phase-as-us-and-china-lead-global-race-reveals-globaldata/",{"id":140,"title":141,"source":142,"logo":13,"time":60},92553,"Agentic AI enters hyper-growth phase as US and China lead global enterprise adoption: GlobalData","https://www.varindia.com/news/agentic-ai-enters-hyper-growth-phase-as-us-and-china-lead-global-enterprise-adoption-globaldata",{"id":144,"title":145,"source":146,"logo":32,"time":102},92575,"Demystifying life actuarial technology: What you need to know about Agentic AI","https://www.wtwco.com/en-ug/insights/2025/12/demystifying-life-actuarial-technology-what-you-need-to-know-about-agentic-ai",{"id":148,"title":149,"source":150,"logo":15,"time":60},92554,"Asia Leads, US Innovates: Agentic AI Market Set For Explosive Growth, Says GlobalData","https://www.luxuriousmagazine.com/agentic-ai-market-globaldata/",{"id":152,"title":153,"source":154,"logo":5,"time":65},92576,"Human-in-the-Loop Is Out, Agent-in-the-Loop Is In","https://analyticsindiamag.com/ai-highlights/human-in-the-loop-is-out-agent-in-the-loop-is-in/",{"id":156,"title":157,"source":158,"logo":22,"time":60},92551,"Beyond Automation: Arjun Nagulapally on the Rise of Agentic AI in Enterprises","https://www.analyticsinsight.net/podcast/beyond-automation-arjun-nagulapally-on-the-rise-of-agentic-ai-in-enterprises",{"id":160,"title":161,"source":162,"logo":29,"time":65},92573,"Agentic AI Services Explained: What Businesses Need to Know in 2025","https://community.nasscom.in/communities/ai-inside/agentic-ai-services-explained-what-businesses-need-know-2025",{"id":164,"title":165,"source":166,"logo":27,"time":60},92552,"Agentic AI Emerges As The Next Multi-billion-Dollar Frontier, IEEE New Era WORLD AI Summit Highlights Global Push For Scalable Enterprise Adoption","https://www.businessworld.in/article/agentic-ai-emerges-as-the-next-multi-billion-dollar-frontier-ieee-new-era-world-ai-summit-highlights-global-push-for-scalable-enterprise-adoption-583687",{"id":168,"title":169,"source":170,"logo":14,"time":65},92574,"AI agents push software industry toward existential shift","https://www.digitimes.com/news/a20251210PD232/2025-software-genai-2011.html",{"id":172,"title":173,"source":174,"logo":5,"time":60},92557,"AI teams: The new blueprint for enterprise automation","https://venturebeat.com/business/ai-teams-the-new-blueprint-for-enterprise-automation",{"id":176,"title":177,"source":178,"logo":23,"time":102},92579,"Leading the agentic enterprise: What the next wave of AI demands from CEOs","https://www.aol.com/finance/leading-agentic-enterprise-next-wave-103000259.html",{"id":180,"title":181,"source":182,"logo":30,"time":60},92558,"AI Agents Poised to Dominate 60% of Software Economics by 2030","https://www.webpronews.com/ai-agents-poised-to-dominate-60-of-software-economics-by-2030/",{"id":184,"title":185,"source":186,"logo":40,"time":60},92555,"The Dawn of Self-Evolving AI: How Agents Are Learning to Improve Themselves","https://ocnjdaily.com/news/2025/dec/15/the-dawn-of-self-evolving-ai-how-agents-are-learning-to-improve-themselves/",{"id":188,"title":189,"source":190,"logo":5,"time":102},92577,"What Most Companies Get Wrong About AI Agents","https://www.unite.ai/what-most-companies-get-wrong-about-ai-agents/",{"id":192,"title":193,"source":194,"logo":5,"time":60},92556,"How Agents Are Accelerating the Next Wave of AI Value Creation","https://www.bcg.com/publications/2025/agents-accelerate-next-wave-of-ai-value-creation",{"id":196,"title":197,"source":198,"logo":26,"time":102},92578,"The AI pricing pivot: Why SaaS companies must transform their business models for the agentic AI era","https://aws.amazon.com/isv/resources/why-saas-companies-must-transform-for-agentic-ai/",{"id":200,"title":201,"source":202,"logo":36,"time":102},92571,"Programmable Economies and the Rise of the Autonomous Developer Stack","https://aijourn.com/programmable-economies-and-the-rise-of-the-autonomous-developer-stack/",{"id":204,"title":205,"source":206,"logo":16,"time":102},92572,"Guest Perspective: Prepare your business before agentic AI","https://neworleanscitybusiness.com/blog/2025/12/12/agentic-ai-business-basics/",{"id":208,"title":209,"source":210,"logo":19,"time":102},92570,"The next phase of AI is agentic, and it starts with data architecture","https://www.techradar.com/pro/the-next-phase-of-ai-is-agentic-and-it-starts-with-data-architecture",{"id":212,"title":213,"source":214,"logo":33,"time":60},92727,"Three Milestones That Will Make AI Agents Ubiquitous","https://www.wired.com/sponsored/story/three-milestones-that-will-make-ai-agents-ubiquitous/",{"id":216,"title":217,"source":218,"logo":12,"time":60},92728,"I lead Microsoft’s enterprise AI agent strategy. Here’s what every company should know about how agents will rewrite work","https://fortune.com/2025/12/15/microsoft-enterprise-ai-agents-copilot-vice-president-lamanna/",{"id":220,"title":221,"source":222,"logo":17,"time":65},92729,"IDC on the AI efficiency gap","https://cloud.google.com/blog/products/compute/idc-on-the-ai-efficiency-gap","#edd75eff","#edd75e4d",1766108547380]