Authoritarian Innovation: How China Is Building Control into Generative AI Systems

Written by Resilience Innovation Lab (RIL) and Strategic China Policy Group (SCPG), the latest report, Authoritarian Innovation: How China Is Building Control into Generative AI Systems, draws on official sources and technical standards to examine how Beijing is embedding information control into large language models through its content security framework, standards, and model governance.

Key findings:

1. China treats content that departs from Party narratives as a “content security risk” — built into AI systems from the ground up
2. An expanding system of industrial standards now governs training data, model behaviour, and content testing across the entire AI pipeline
3. Private firms like Alibaba and DeepSeek aren’t just regulated — they’re incorporated into the governance system itself
4. As Chinese models spread abroad (7 of the world’s top 10 LLMs by usage are now Chinese), this control logic travels with them

Read the report here.