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China's Algorithmic Recommendation Provisions

China’s Provisions on the Administration of Algorithm-generated Recommendations for Internet Information Services took effect on March 1, 2022.

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  1. 概述
  2. 深入探討
  3. 戰略影響
  4. The Future of China's Algorithmic Recommendation Provisions
  5. 現實世界的實施
  6. 風險與防護欄
  7. 實施路線圖
  8. 不斷探索
  9. 常見問題

概述

They cover recommendation services such as ranking, selection, pushing, and retrieval, with duties that vary by provider and service. The rules address user controls, worker protections, content governance, transparency, and algorithmic price discrimination.

深入探討

The Cyberspace Administration of China and three other agencies issued the Provisions on the Administration of Algorithm-generated Recommendations for Internet Information Services. They took effect on March 1, 2022. The rules reach internet information service providers that use algorithmic recommendation technology to provide services, including synthetic content, personalized push, ranking, search filtering, and work scheduling. Coverage turns on the specified service and conduct, not any use of machine learning. The provisions require providers to inform users in a conspicuous way that recommendation services are being used and disclose basic principles, purposes, and main operating mechanisms appropriately. They require an option that does not target a user’s personal characteristics or a convenient way to turn off recommendation services; after a user opts out, the related service must stop. Users must also be able to select or delete personal tags used for recommendation. The provisions address minors and older people, and impose additional governance on providers with public-opinion or social-mobilization capacity. Work-related rules apply to platforms using recommendation algorithms to schedule work or determine compensation. They call for improving dispatch, compensation, working hours, and rest protections, and for engaging workers’ representatives or unions in relevant arrangements. They prohibit unreasonable differential treatment in transaction conditions, including price, based on consumer preferences, transaction habits, or other characteristics without legitimate justification. This is the context for the colloquial phrase “big data killing the familiar,” but the legal test should be taken from the text rather than the slogan. Providers have further obligations concerning algorithmic security, records, assessment, and cooperation with regulators. Some providers must complete algorithm filing with the CAC and publish filing information. This is a specific administrative filing regime; it is not a general license required of every AI model. The provisions sit within China’s broader internet-content and data-governance system. A company assessing exposure should examine service function, user location, provider role, filing status, and later rules that may also apply.

戰略影響

風險與安全

災難性和日常的人工智慧危害都取決於誰了解風險以及誰能夠採取行動。

更明確的決策

民眾和專業素養決定強而有力的安全政策在政治上是否可行。

突破炒作

清晰的解釋可以減少炒作、實驗室公關和模糊道德劇場的影響。

The Future of China's Algorithmic Recommendation Provisions

China continues to develop AI and online-service rules that may overlap with the 2022 recommendation provisions. The CAC published a July 2026 draft revision to the Internet Information Service Management Measures for public comment; treat it as a proposal unless and until a final measure is adopted. Monitor official CAC notices, preserve the controlling Chinese text, and obtain jurisdiction-specific advice when operating in China. Machine translations may miss defined terms or filing triggers. Recheck whether the draft was finalized before a material launch or service change, and assess any new measure alongside the recommendation rules.

現實世界的實施

A covered app offers a clear option to turn off recommendation services or choose a feed not based on personal characteristics.

A platform gives users a way to manage or delete interest labels used to shape personalized content.

A delivery platform assesses dispatch and compensation rules for effects on couriers’ rest, pay, and workload.

A service reviews whether it uses different transaction prices for comparable products based on a user’s personal characteristics.

風險與防護欄

  • 將存在風險視為科幻小說,同時能力複合。

  • 混淆了表面產品安全與高度自治下的對準。

  • 只給非英語和非專業觀眾留下低品質的資源。

實施路線圖

  1. 單獨的產品危害、誤用和失控/失調風險。

  2. 詢問哪些證據會改變您對時間表和嚴重性的看法。

  3. 比起行銷主張,更喜歡主要來源和具體評估。

  4. 確定一條行動路徑:職業、政策、資金或技能——而不僅僅是意識。

不斷探索

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常見問題

What is China's Algorithmic Recommendation Provisions?

China’s Provisions on the Administration of Algorithm-generated Recommendations for Internet Information Services took effect on March 1, 2022. They cover recommendation services such as ranking, selection, pushing, and retrieval, with duties that vary by provider and service. The rules address user controls, worker protections, content governance, transparency, and algorithmic price discrimination.

When did China’s algorithm recommendation provisions take effect?

The official CAC announcement states that the provisions took effect on March 1, 2022.

Which service is expressly within the provisions’ recommendation categories?

The rules include personalized push, sorting and selection, search filtering, and other listed recommendation functions.

What choice must a covered provider offer regarding personalization?

The provisions require one of these user controls and require the related service to stop after opt-out.

What should happen after a user turns off the recommendation service?

The provision says the provider must immediately stop providing the related service after the user chooses to turn it off.

Which topic receives specific attention for platform workers?

The provisions address algorithmic scheduling and compensation arrangements affecting workers’ rights and interests.