09-15-2026, 03:54 PM
George Grätzer’s “ChatGPT 101 for LaTeX users” describes his early experience using ChatGPT to support LaTeX work, particularly while considering an update to his More Math into LaTeX book. He demonstrates practical uses such as explaining LaTeX commands, troubleshooting errors, improving grammar and style, and generating examples. A central message is that ChatGPT becomes much more useful when the user asks clear, specific, contextual questions and treats the interaction as an iterative conversation rather than expecting a perfect answer from a single prompt.
At the same time, Grätzer emphasizes the serious limitations of early ChatGPT. He gives several examples of hallucinations, including incorrect bibliographic information and LaTeX programs that look plausible but fail to compile. His experiments with GPT-based programming assistants similarly show that apparently elegant code can be technically wrong. The article therefore presents ChatGPT primarily as a powerful assistant rather than an authoritative source:
it can dramatically accelerate writing, LaTeX, programming, and research-related tasks, but its output must be tested and verified. Grätzer concludes that mathematicians should explore these tools thoughtfully while remaining aware of their limitations.
ARTICLE [PDF]
At the same time, Grätzer emphasizes the serious limitations of early ChatGPT. He gives several examples of hallucinations, including incorrect bibliographic information and LaTeX programs that look plausible but fail to compile. His experiments with GPT-based programming assistants similarly show that apparently elegant code can be technically wrong. The article therefore presents ChatGPT primarily as a powerful assistant rather than an authoritative source:
it can dramatically accelerate writing, LaTeX, programming, and research-related tasks, but its output must be tested and verified. Grätzer concludes that mathematicians should explore these tools thoughtfully while remaining aware of their limitations.
ARTICLE [PDF]
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