“Overfitting” is the new, hot AI buzzword after Apple recently published a widely-discussed paper highlighting the shortcomings of OpenAI and Claude’s flagship models. Similar to other buzzwords like “prompt engineering” and “fine-tuning,” overfitting is a central concept in machine learning, with a notable application in large language models (LLMs).