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IRONMOUNTAIN:利用生成式人工智能研究报告(英文版)(16页).pdf

上传人: AG 编号:606247 2024-01-01 16页 2.18MB

1、/1Research report Capitalizing on generative artificial intelligenceDebra Slapak Senior Director,Innovation Strategic InitiativesJill Shoup Innovation Research DirectorThe role of a chief AI officer and a unified asset strategy/2ContentsForeward Executive summaryChallenges in implementing strategic

2、and responsible generative AIThe CAIO as a catalyst for opportunityWhat a CAIO can help organizations achieveThe multi-faceted role of a CAIOStrategic visionaryEthics and risk managerPractice leaderHow a unified asset strategy fills gapsStrategyEthics and risk managementPracticeConclusionAbout the r

3、esearch03/04/06/07/08/09/09/10/10/11/12/12/12/13/14/3ForewordArtificial intelligence(AI)has dramatically altered how we interact with the world and how it interacts with us.Over the past decade,conveniences slipped unobtrusively into our lives as things grew more“intelligent”our cars,appliances,reta

4、il and streaming apps,phones,scales,even our suitcases.The progress mainly enabled by data scientists activating discriminative AI use cases and machine learning capabilities typically arrived without much fanfare from the general public.By contrast,generative AI is flourishing on a groundswell of s

5、upport from citizens ready to discover inspiration while losing the tedium from their jobs and personal pursuits.Developers,engineers,marketers,creators,educators,legal and finance professionals,healthcare providers and researchers,and many others have joined data scientists in their quest to uplift

6、 the human condition one use case(or sometimes,one question)at a time.According to our research with IT and data decision-makers,93%of respondents organizations already use generative AI in some capacity.But its not all smooth sailing.Similar to long-standing shadow IT concerns,the ready availabilit

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本文主要讨论了生成性人工智能(Generative AI)在企业中的应用现状、面临的挑战以及首席人工智能官(CAIO)和统一资产管理策略在其中的作用。 1. 93%的企业已经在某种程度上使用生成性AI,主要用途包括内容创作、与客户互动、为客户增值以及提高团队协作。 2. 企业面临的挑战包括规划IT资源以训练和实施生成性AI模型、获取、保护和准备用于模型训练的物理和数字资产数据、确保生成性AI模型的准确性、无偏见和透明度等。 3. 98%的受访者认为CAIO可以加速生成性AI的采用,96%的受访者认为统一资产管理策略对生成性AI的成功至关重要。 4. CAIO的角色包括战略愿景家、伦理和风险管理者以及实践领导者,负责制定AI战略、确保伦理使用、管理AI实践等。 5. 统一资产管理策略可以帮助企业解决战略、伦理和风险管理以及实践方面的挑战,实现对数字和物理资产的有效管理,从而加速生成性AI的采用。
首席AI官如何加速企业采用生成式AI? 统一资产管理策略如何帮助企业成功实施生成式AI? 生成式AI在哪些行业应用最为广泛?
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