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Credo AI:2024人工智能治理实用指南:可信AI规模化(英文版)(26页).pdf

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1、The Practical AI Governance GuideImplement AI Governance to Power Trustworthy AI at ScaleGovernance should not be seen as a barrier to innovation.If done right,it will enable it.Navrina SinghFounder&CEO,Credo AIIntroduction/2040609151722ContentsContents/301AI Governance in a nutshellAI Governance is

2、 the framework of policies and practices ensuring ethical,transparent,and accountable AI development and use.Explore the history of AI Governance and its importance to future businesses.AI Governance in a nutshell/4 heres a lot of talk about AI governance these daysand for good reason.From executive

3、s to boards to shareholders,adopting AI and Generative AI at scale is becoming a company-wide mandate.Meanwhile,enterprises are expected to keep pace with the emergence of AI-specific regulations like the EU AI Act and standards like ISO 42001.These standards are emerging in tandem(and often,in resp

4、onse to)headline-making AI pitfalls that can seriously impact company revenue and operations.AI governance is the bridge to confidently adopting AI at scale while keeping AI within the guardrails of regulation,company best practices,and public safety.THowever,the first practical steps to AI governan

5、ce can get lost in the maelstrom of AI noise.New AI technologies emerge every day,and its easy to get overwhelmed and confused by the sheer number of tools that offer similar functions in the market.At Credo AI,we have extensive experience implementing AI governance at organizations,from SMEs to gov

6、ernment agencies and Fortune 100 enterprises.Our goal with this guide is to cut through the noise and offer our practical AI governance knowledge so you can up-level your organization in AI maturity.AI Governance is the practice of ensuring that an organizations development and use of artificial int

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本文主要介绍了AI治理的重要性、必要性、实施步骤和工具选择。AI治理是指确保AI系统的开发和使用符合伦理、透明和可问责性的框架、政策和实践。文章指出,AI治理不仅有助于降低风险、确保合规性、提高决策质量,还能促进创新和竞争优势。为了有效实施AI治理,需要专门的AI治理工具,这些工具需要与组织的技术基础设施和业务流程紧密集成,并包含AI特定的风险和合规内容。AI治理分为三个阶段:组织级治理、AI收件箱和治理。组织级治理建立原则、框架和团队责任;AI收件箱评估AI系统的风险和合规性;治理阶段执行治理计划,收集证据,并审查AI系统的充分性。文章强调,AI治理是一个持续的过程,需要不断适应和优化。最后,文章介绍了Credo AI,一个AI治理平台,提供AI用例库存和监督、AI风险识别和缓解、AI政策智能和合规性,以及统一AI利益相关者的治理工作流程等功能。
AI治理如何确保AI系统的安全性和合规性? 如何建立AI治理框架以促进创新和风险控制? AI治理如何帮助企业实现可持续创新和保护声誉?
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