Scholar urges human oversight for AI

A Chinese scholar is urging the use of human translators to refine AI-generated renderings of political messaging. Li Yan, a professor at Xian Fanyi University, warns that literal AI translations can make Beijing's language sound more threatening to overseas audiences.

Li made the call in an article published on Wednesday in Chinese Social Sciences Today, a newspaper run by the Chinese Academy of Social Sciences. The article, featured in a state-affiliated academic newspaper, said China should strengthen its translation capacity and guard against AI-generated distortions. The goal is to improve how the country's policies and intentions are understood internationally.

The Risk of AI Distortion

As artificial intelligence takes on more translation work, Li argues that human expertise remains vital. The core problem is context. AI can process words, but it may miss the nuanced meaning intended for specific audiences. This can lead to a tone that seems more aggressive or confrontational than the original message.

"The value of translation goes far beyond language itself," Li wrote. He emphasized that translation is not a simple word-for-word substitution. It involves interpreting policy ideas and presenting them in a way that aligns with the target culture's expectations and sensitivities.

A Call for Human Refinement

Li's article calls on Chinese translators to strengthen their ability to refine AI outputs. They must adjust translations according to three key factors: context, audience, and purpose. This human oversight is presented as a necessary safeguard.

Without it, the risk of misunderstanding grows. A phrase meant to convey firm resolve could be interpreted as a blunt threat. This distortion could harm China's diplomatic efforts and its international image. The scholar's warning highlights a growing tension between technological efficiency and communicative subtlety in state messaging.

The recommendation is for a collaborative model. Human translators should work alongside the AI technology, not be replaced by it. This partnership would leverage AI's speed and scale while ensuring the final product retains the appropriate diplomatic tone. The state-affiliated newspaper's decision to publish the article signals an official awareness of the issue.

Li's argument rests on the premise that political language is inherently complex. It carries layers of meaning shaped by domestic political culture. Conveying this accurately abroad requires skilled interpretation. Relying solely on algorithms, according to the scholar, is a risky shortcut that could backfire. The push for better translation is framed as part of a broader effort to improve China's global communication strategy.