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虎嗅 2026-03-26

Did NetEase (网易) Set a Bad Precedent? AI, Outsourcing and the Fate of China’s Game Workers

Lead: a rumor with outsized implications

It has been reported that NetEase (网易) — one of China’s largest game companies — is cutting outsourced game roles as AI tools are adopted across production pipelines. The rumor, amplified on social media, landed against NetEase’s own disclosures that its AI-native R&D pipeline now covers concept art, animation, audio, level design and testing, and in some stages boosts efficiency by as much as 300%. If true, the move would not only affect thousands of subcontracted workers; it could set an industry benchmark for replacing executional roles with automation. Who wins, and who loses, is becoming clearer.

How AI is re-writing job charts

Industry sources told Huxiu that art and copywriting roles are most exposed, while core design, senior 3D modelling and nuanced testing remain harder for AI to replace. A game executive (using the pseudonym Liu Yang) said a single, AI-enabled employee can match the output of three non‑AI peers in many routine tasks — UI generation, basic art, repeated reporting and some data summaries. Tools such as Longxia (龙虾), reportedly installed widely inside mid‑to‑large studios, are being used to scrape dashboards, draft reports and produce drafts of art and text in minutes rather than days.

Social and governance risk: outsourcing’s weak end

The rapid use of AI is colliding with China’s large outsourced workforce. It has been reported that in firms with 200–500+ staff, contractors can account for 20–30% of total headcount; those roles are often the first to be “optimized.” ESG advisers warn this raises social (S) and governance (G) risks: sudden layoffs among poorly protected contract workers, weak retraining pathways, and reputational blowback for industry leaders. Calls are growing for phased transitions, upskilling programmes and clearer accountability — not least because many affected workers lack formal employment protections.

What comes next?

The broader context matters: Beijing’s push for domestic AI capabilities and Western export controls on advanced chips have accelerated investment in local AI tooling, making automation both feasible and cheaper than labor in many cases. Will companies temper the pace to manage social cost? Or will the sector follow the cost‑first logic and accelerate headcount cuts? For now, the most likely outcome is a continued squeeze on routine, outsourced roles — unless regulators, studios and investors agree to a more measured, socially responsible path.

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