为AI系统设计可定制的伦理护栏，支持多元价值与持续改进
AI Ethics by Design: Implementing Customizable Guardrails for Responsible AI Development
- 构建规则、政策与AI助手协同的伦理框架
- 支持多元价值观，实现伦理标准灵活适配
- 适合关注AI治理与负责任开发的研究者和工程师
本文探讨了面向AI系统的伦理护栏框架的构建，强调需根据用户多元价值观与内在伦理设计可定制的护栏机制。针对当前伦理挑战，提出融合规则、政策与AI助手的结构化方案，确保人工智能行为的负责任性，并与现有前沿护栏技术进行对比。该方法注重实际部署中的透明度、用户自主权与持续优化，支持伦理多元主义，提供适应快速演进的AI治理环境的灵活解决方案。论文最后提出解决伦理指令冲突的策略，强调当前及未来构建稳健、精细且情境感知的AI系统的重要性。
原文摘要 · Abstract (English)
This paper explores the development of an ethical guardrail framework for AI systems, emphasizing the importance of customizable guardrails that align with diverse user values and underlying ethics. We address the challenges of AI ethics by proposing a structure that integrates rules, policies, and AI assistants to ensure responsible AI behavior, while comparing the proposed framework to the existing state-of-the-art guardrails. By focusing on practical mechanisms for implementing ethical standards, we aim to enhance transparency, user autonomy, and continuous improvement in AI systems. Our approach accommodates ethical pluralism, offering a flexible and adaptable solution for the evolving landscape of AI governance. The paper concludes with strategies for resolving conflicts between ethical directives, underscoring the present and future need for robust, nuanced and context-aware AI systems.
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