Discover the power of byte pair encoding in natural language processing, a technique that enables efficient representation of out-of-vocabulary words through meaningful subwords. Learn how this method not only tokenizes language but also enhances the understanding of relationships between words, making it a vital component in leading NLP models like GPT-3 and BERT. Thanks to insights from a data scientist's newsletter, this episode sheds light on a crucial yet often overlooked aspect of machine learning.