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埃森哲:2024从合规到自信:企业AI成熟度报告-拥抱新思维 提升负责任AI成熟度(英文版)(33页).pdf

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1、From compliance to confidenceEmbracing a new mindset to advance responsible AI maturityPage 03Executive summary:rethinking responsible AIPage 12Becoming reinvention ready:the milestones of responsible AI maturityPage 05 Risky business:the three challenges of the current risk landscapePage 15Responsi

2、bility reality check:how ready are companies for responsible AI?Page 10 From compliance to value:companies are acknowledging the impact of responsible AIPage 22Ready,set,grow:five priorities for responsible AIContentsResponsible AI:From compliance to confidence2Executive summary:rethinking responsib

3、le AIAs generative AI becomes pervasive in business and society,so too do the risks that come with using it.Consider the chatbot that gave incorrect advice to a customer,creating liability for the company that launched the chatbot.Or the employee who accidentally exposed proprietary company data aft

4、er using ChatGPT.Or the algorithm that wrongly flagged thousands of individuals for fraud.In this new environment,the responsible development and use of data and AI becomes a critical enabler for organizations to both minimize the risks that come with using these technologies and to unlock its many

5、benefitsfrom helping individuals perform tasks better and faster to allowing companies to reinvent themselves to create more value and gain a competitive edge through innovation.This is,of course,easier said than done,for the challenges of scaling responsible AI across an organization are daunting.A

6、I-related risks continue to accumulate as generative AI creates and accelerates both data and AI risks.New AI-focused laws and regulations are germinating everywhere.And AI value chains1 are growing in complexity,especially as more companies become both developers and buyers of AI models.Responsible

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本文主要讨论了企业如何从合规性转向对负责任人工智能(AI)的信心。文章指出,随着生成式AI在商业和社会中的普及,与之而来的风险也在增加。因此,负责任地开发和使用数据和AI成为企业减少使用这些技术带来的风险并解锁其众多利益的关键。文章提出了五个优先事项来提高企业的负责任AI成熟度,包括建立AI治理和原则、进行AI风险评估、为负责任AI测试系统化赋能、持续监控和合规性以及工作力影响、可持续性、隐私和安全性。文章还指出,目前还没有任何公司达到负责任AI先驱的阶段,但那些首先达到这一阶段的公司将能够充分利用AI的价值。
企业如何将AI风险转化为商业价值? 企业如何成为负责任的AI先驱? 企业如何系统地实施负责任的AI?
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