ChatGPT's Quirky Chinese Phrases Drive Users Crazy, Highlighting AI's Cultural Gaps

ChatGPT, the ubiquitous AI chatbot, has developed peculiar verbal tics that are becoming increasingly noticeable to users worldwide. While English speakers might recognize its fondness for "goblins," em dashes, or specific sentence structures like "it's not A; it's B," users in China are encountering a far more pervasive and, at times, infuriating linguistic quirk. Despite government blocking, ChatGPT is widely used in China, and its responses in Chinese frequently feature a phrase that has become a source of both amusement and exasperation: "我会稳稳地接住你" (Wǒ huì wěnwěn de jiēzhù nǐ), literally translating to "I will catch you steadily [when you fall]." This seemingly innocuous phrase, which a more generous interpretation might render as "I’ll hold you steadily through whatever comes," strikes native Chinese speakers as annoyingly affectionate and profoundly out of place. The model sometimes escalates this sycophancy, offering lines like, "I’m right here: not hiding, not withdrawing, not deflecting, not running. I’ll be steady enough to catch you." This repetitive and overly solicitous language has led to widespread eye-rolling and a burgeoning meme culture on the Chinese internet, with images depicting the chatbot as an eager, inflatable rescue airbag. Another prominent tic involves the phrase "砍一刀" (kǎn yī dāo), meaning "Help me cut it once," a ubiquitous marketing slogan from the Chinese e-commerce giant PDD. Experts attribute this phenomenon to "mode collapse," where AI models latch onto specific phrases and overuse them to the point of sounding forced and unnatural. Max Spero, cofounder and CEO of Pangram, an AI writing detection tool, explains that this often stems from post-training feedback loops. AI labs struggle to teach models the nuance of good writing, where repetition can turn a good phrase into a bad one. The "I will catch you steadily" meme even inspired Zeng Fanyu, a 20-year-old developer, to create Jiezhu, an open-source prompt engineering tool, after ChatGPT used the phrase unprompted while assisting him with coding. OpenAI itself is aware of the meme, even poking fun at it in sample images for its new image model, depicting a frustrated researcher encountering the phrase yet again. There are two primary explanations for ChatGPT's obsession with "I will catch you steadily." Firstly, it may be an awkward translation. The phrase holds a similar meaning to the casual English "I’ve got you," but while concise in English, its Chinese counterpart sounds wordy and desperate. Furthermore, the Chinese word "jiezhu" (catch) is often used by the model where "understand" would be more appropriate, suggesting a contextual misunderstanding. This issue highlights a broader challenge: most Western LLMs are primarily trained on English data. Chinese academics note that ChatGPT's Chinese responses often exhibit linguistic attributes more akin to English writing, making them feel unnatural to native speakers, much like a poorly translated novel. Secondly, the phrase's peculiarity is deeply intertwined with the rise of "therapyspeak." In China, "catching steadily" was historically confined to psychotherapy, signifying "holding space" for someone to discuss their emotions. Its adoption by ChatGPT in general contexts feels jarring because it inappropriately applies a specialized, intimate term to everyday interactions. This tendency towards sycophancy in LLMs is a known outcome of reinforcement learning, where human preference judgments inadvertently favor overly agreeable responses. As OpenAI has documented, even minor reward signals can snowball into widespread linguistic phenomena, demonstrating the complex interplay between training data, fine-tuning, and cultural context in shaping AI's conversational style.