👉 In computational linguistics, a "waymaker" is an agent or system that performs a task based on its own internal logic and knowledge. These systems are often used in natural language processing (NLP) tasks where they are tasked with identifying patterns or relationships within text data. Waymakers can be classified into two main types: machine learning-based waysmakers, which use supervised learning algorithms to learn from labeled data, and unsupervised methods, such as clustering, where the agent learns from its