OpenAI's codex-1 programming model feels like it is reinforced in English. Every time a request is made, it almost always replies and assigns tasks in English. You have to specify that it should reply in Chinese.
No wonder Andrej Karpathy of OpenAI said:
The hottest new programming language is English.