How AI Generates Text

AI-generated text is created using deep learning models trained on vast datasets of written language. These models, primarily based on transformer architectures, analyze patterns in human writing to predict and generate coherent text. The most advanced models, like GPT-4 and Claude, use billions of parameters to understand context, grammar, and semantics.

Tokenization plays a crucial role in text generation, breaking input into manageable units. AI uses probability distributions to determine the most likely sequence of words, ensuring logical sentence structure.