Large language models can write with charm and confidence, then slip on a simple fact. That gap between eloquence and accuracy is where confusion starts—and where the most interesting lessons live. In Russian tech circles this tension is sometimes discussed under the phrase Как ChatGPT галлюцинирует и почему (галлюцинации ChatGPT), which captures both the behavior and the mystery behind it. If you work with these tools, you’ve seen the symptoms: swift, polished prose that occasionally fabricates names, dates, or sources as if reality were optional...