How Large Language Models Changed AI Forever

Oct 7, 2025 · 8 min read · Introduction In the early days of natural language processing1 (NLP), machines relied on symbolic rules2 and simple probability models to handle text. Statistical n-gram3 models predicted the next word based solely on the immediate past, and recurren...