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China's Trade Union Federation Moves to Put Gig Algorithms on the Bargaining Table, But It Still Owns Both Sides of the Table

ACFTU aims to push 18 platforms into algorithm-negotiation deals covering 25 million gig workers by year-end, a real design innovation with a real accountability gap.

China's Algorithm-Negotiation Push, By the Numbers People of Internet Research · China 18 Platforms targeted in 2026 ACFTU's goal for full-platform alg… ~25M Workers meant to be covered New-employment-form workers the 20… 15 Platforms in scope, one year earlier Sept. 2025 baseline, targeting ove… 7 days Minimum notice for rule changes Required advance in-app notice bef… peopleofinternet.com
China's Algorithm-Negotiation Push, By… People of Internet Research · China 18 Platforms targeted in 2026 ~25M Workers meant to be covered 15 Platforms in scope, one year … 7 days Minimum notice for rule changes peopleofinternet.com

Key Takeaways

The Deal on the Table

The All-China Federation of Trade Unions (ACFTU) says it will push 18 major gig-economy platforms into full-platform "algorithm negotiation" agreements with worker representatives, aiming to bring roughly 25 million new-employment-form workers under signed terms by the end of 2026. The plan, tied to the union's 2026-30 work agenda, is not abstract: it names five concrete levers workers will get a formal say over — order dispatch, pay and commission structure, working hours, route and time-estimate algorithms, and penalty rules (China Daily).

That is a specific, auditable target, and it builds on a documented trend rather than a one-off announcement. A year earlier, at a September 11, 2025 ACFTU conference in Shanghai, the same campaign covered 15 platforms, with 7 — including Didi, Ele.me, ZTO Express and T3 Chuxing — already signed and a coverage goal of "over 20 million" workers (China News Service). The scope has grown by three platforms and roughly five million workers in twelve months.

A Legal Floor Underneath the Talk

This isn't purely voluntary corporate diplomacy. China already has binding law requiring platforms to disclose and justify the mechanics ACFTU is now negotiating over. Article 20 of the Cyberspace Administration of China's 2022 Provisions on the Administration of Algorithm Recommendation of Internet Information Services requires that platforms using algorithms to assign work "protect workers' lawful rights to obtain labor compensation, rest and leave," and that they establish clear rules for order allocation, pay composition and payment, working hours, and rewards and penalties — almost word-for-word the five items ACFTU is now negotiating (CAC).

A follow-on Ministry of Human Resources and Social Security notice from November 2023 added teeth: platforms must pay gig workers in currency (not vouchers or points), define daily working time to include wait and preparation time, trigger automatic rest notifications once workers hit maximum continuous-order limits, and give at least seven days' advance notice — through in-app alerts, not fine print — before any major change to pay or dispatch rules (gov.cn / MOHRSS). The ACFTU negotiation drive is best read as the enforcement layer for rules that already existed on paper.

The Strongest Case For It

Critics of algorithmic gig-work management make a real argument, and it deserves to be stated plainly before it's answered. Human Rights Watch's global review of platform labor found the same pattern across ten countries: "algorithms set their pay, assign their tasks, monitor their performance, and determine whether they can keep working at all," while companies avoid the obligations of a normal employer — what the report calls "cost-shifting in a new technological form: workers absorb the risks while companies maintain control" (Human Rights Watch). Opaque dispatch and rating systems genuinely can function as unaccountable management by software, and a driver who doesn't know why their commission dropped or why they stopped getting orders has no real recourse against a black box.

Measured against that problem, China's approach has a design advantage over the US and EU's dominant fight, which is almost entirely about employment classification — is a driver an employee or a contractor. That binary threatens to either freeze platform flexibility entirely or leave workers with nothing, and it rarely touches the algorithm itself. Regulating the mechanism directly — mandating disclosure of dispatch logic, minimum notice before rule changes, and negotiated floors on hours and pay — addresses the actual point of worker harm without forcing a blunt up-or-down call on whether gig work should exist in its current form at all. That's a genuinely useful template, and pro-innovation regulators elsewhere should study the disclosure-plus-negotiation mechanics rather than reflexively reaching for reclassification.

But the Table Has Only One Owner

The limitation is structural, not incidental. ACFTU is not an independent trade union in the sense familiar to labor law in market democracies — it is the Communist Party's designated labor organization, workers cannot form or join a competing union, and there is no legal right to strike in China. The "negotiation" ACFTU runs is between a state-controlled union and platforms operating under the same state's industrial policy, mediated by a labor ministry that also answers to that state. When the same actor effectively sits on both sides of the table and controls the enforcement mechanism too, a signed agreement is a policy commitment, not the product of adversarial bargaining leverage — and its durability depends entirely on continued political will to enforce it, not on any independent grievance channel a worker could use against the union itself.

The Proportionate Take

The substance — transparency mandates targeted at the dispatch algorithm, negotiated floors on hours and commission, real advance-notice requirements — is a better regulatory instrument than most Western alternatives currently on offer, and the CAC/MOHRSS legal scaffolding predates and outlasts any single campaign. What China's model cannot supply, by its own design, is independent verification that 25 million signatures actually change daily working conditions rather than paper over them. Other jurisdictions can and should borrow the mechanism. They should not assume the accountability comes bundled with it.

Sources & Citations

  1. CAC — Algorithm Recommendation Provisions (2022), Art. 20
  2. gov.cn — MOHRSS rest/pay/rules-disclosure guidelines notice
  3. China Daily — ACFTU 18-platform, 25M-worker 2026 plan
  4. China News Service — Sept. 2025 ACFTU conference baseline
  5. Human Rights Watch — global algorithmic gig-work review