用算法宪法框架解决平台内容审核的失控问题
Algorithmic Constitutionalism
- 构建双层代码架构,元代码保护核心原则不被算法篡改
- 通过算法元推理实现对操作层的实时监控与纠错
- 适合关注AI治理、平台责任与数字法律的读者
人工智能日益渗透社会生活,尤其在谷歌、脸书、苹果、亚马逊等公司掌控的数字生态中带来显著风险。本文以脸书的内容审核机制为例,深入分析其部分由算法驱动的现状。尽管伦理工程常被视为应对AI治理挑战的方案,但其存在多重不足。为此,本文提出“算法宪法主义”框架,包含三支柱:(a) 双层代码结构——操作层与保护核心原则的元层;(b) 算法元推理,使系统能实时监测并纠正偏离元层原则的操作;(c) 通过审议实现修正。文章阐释该框架如何应用于脸书内容审核,并探讨社会宪法与算法宪法之间的张力。讽刺的是,试图对AI施加外部审议控制,可能反而让AI介入此过程,削弱初衷。最后,文章讨论该观点对2022年10月生效的欧洲《数字服务法》的启示。
原文摘要 · Abstract (English)
The increasing encroachment of artificial intelligence (AI) on social life raises significant risks for society, particularly within the infospheres created and controlled by companies such as Google, Facebook, Apple, and Amazon. This article examines these risks through an in-depth analysis of Facebook's content moderation regime, which is already partially governed by algorithms. We argue that the idea of ethical engineering, often proposed in the literature as a solution to the governance challenges posed by AI, is inadequate for several reasons. In response, we develop an alternative framework, which we term "algorithmic constitutionalism." Our approach rests on three pillars: (a) a layered architecture consisting of two levels of code: (i) an operative or object level and (ii) a meta level designed to protect the system's core principles from algorithmically initiated change; (b) algorithmic meta-reasoning, which enables the system to operate simultaneously at both levels so that it can monitor, verify, and potentially correct in real time operations at the object level that depart from principles protected at the meta-code level; and (c) correction through deliberation. The article elaborates the concept of algorithmic constitutionalism and demonstrates how it may be applied to Facebook's content moderation regime. As part of this analysis, we examine the tension between societal constitutionalism and algorithmic constitutionalism. Paradoxically, attempts to subject AI systems to external deliberative control may also enable AI agents to intervene in that process, potentially undermining its purpose. The article concludes by considering the implications of this argument for the European Digital Services Act, which entered into force in October 2022.
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