Large language models generate text by predicting the next word based on probabilities learned from massive datasets. They don't understand meaning - they guess statistically likely sequences. This is how they sound smart without knowing anything.
Decoder-only and encoder-decoder models serve different purposes in AI. Learn which architecture fits chatbots, translation, summarization, and other tasks based on real-world performance data and industry trends.