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概述
Article 27 covers providers of online platforms using recommenders, but Article 19 generally excludes micro and small platform providers from Section 3; that section applies to a platform designated as a VLOP regardless of size. Article 38 separately requires VLOPs and VLOSEs using recommenders to provide a non-profiling option for each system.
深入探讨
The Digital Services Act (Regulation (EU) 2022/2065) has a layered approach. Article 27 requires providers of online platforms using recommender systems to explain in plain, intelligible language the main parameters used and any options recipients can use to modify or influence them. The explanation must identify the most significant criteria for suggestions and their relative importance. If multiple ordering options exist, a selection control must be directly and easily accessible from the relevant interface section. Article 19 limits this duty’s scope. Micro and small enterprise providers of online platforms are generally excluded from Section 3, where Article 27 appears, except for Article 24(3). Section 3 does apply to a platform designated as a very large online platform (VLOP), regardless of whether its provider qualifies as micro or small. Do not describe Article 27 as covering every small platform without qualification. Article 38 is a separate additional duty: providers of VLOPs and very large online search engines (VLOSEs) that use recommenders must provide at least one option for each system that is not based on GDPR-defined profiling. That duty is not limited to VLOPs; it also names VLOSEs. The law does not prescribe a chronological feed or require public release of source code and model weights. A compliance review should map each product surface to the service provider and its legal designation, identify recommender systems, and check whether explanations and controls match deployed behavior. These core articles do not exhaust the DSA, and details depend on service scope and facts. Check current official material for the provider concerned; this guide is a plain-language overview, not legal advice.
战略影响
风险与安全
灾难性和日常的人工智能危害都取决于谁了解风险以及谁能够采取行动。
更清晰的判决
公众和专业素养决定强有力的安全政策在政治上是否可行。
打破炒作
清晰的解释可以减少炒作、实验室公关和模糊道德剧场的影响。
The Future of EU Digital Services Act Rules for Recommender Systems
As services change their feeds and recommendation features, clear inventories of service scope, ranking parameters, and user controls will make DSA review easier. Commission guidance and enforcement practice may further clarify implementation, so providers should check current official material for their specific service and designation. The durable lesson is to explain the main ranking criteria in usable terms, provide controls where the regulation requires them, and keep the explanations aligned with the system actually operating. Providers should also retain implementation records so that future audits can trace a user-facing explanation to a particular recommender and version.
现实世界的实施
An online platform explains in intelligible terms the principal criteria that determine why content is suggested, consistent with Article 27.
Where a platform offers several ranking options, it makes the preference control directly and easily reachable from the relevant interface section.
A service designated as a VLOP offers a non-profiling option for each of its recommender systems under Article 38.
A compliance reviewer compares terms-of-service explanations and available controls with the deployed interface, while treating this as an audit question rather than assuming the DSA mandates public source code.
风险与防护栏
将存在风险视为科幻小说，同时能力复合。
混淆了表面产品安全与高度自治下的对准。
只给非英语和非专业观众留下低质量的资源。
实施路线图
单独的产品危害、误用和失控/失调风险。
询问哪些证据会改变您对时间表和严重性的看法。
比起营销主张，更喜欢主要来源和具体评估。
确定一条行动路径：职业、政策、资金或技能——而不仅仅是意识。
不断探索
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常见问题
What is EU Digital Services Act Rules for Recommender Systems?
The EU Digital Services Act (DSA) sets recommender-system transparency duties for covered providers, subject to scope limits in the regulation. Article 27 covers providers of online platforms using recommenders, but Article 19 generally excludes micro and small platform providers from Section 3; that section applies to a platform designated as a VLOP regardless of size. Article 38 separately requires VLOPs and VLOSEs using recommenders to provide a non-profiling option for each system.
How does Article 19 affect Article 27 coverage for micro and small platforms?
Article 27 is in Section 3. Article 19 generally excludes micro and small platform providers from that section, but Section 3 applies to a designated VLOP regardless of size.
What must a platform’s Article 27 explanation include about main parameters?
Article 27 calls for the main criteria and why they matter, stated plainly.
When does Article 38 require a non-profiling option for each recommender system?
Article 38 names providers of VLOPs and VLOSEs as the covered providers.
A platform offers several feed-ordering options. Where should the selection function be reachable under Article 27?
Article 27 requires an accessible function in the relevant prioritized-content section.
Does Article 27 require a platform to disclose all source code and model weights?
The guide distinguishes the statute’s user-facing requirements from code disclosure.
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