September 30, 2026, marks the final day for Amazon Mechanical Turk. The crowdsourcing platform provided the human-in-the-loop data essential for training early machine learning models. Amazon is retiring the service as automated systems replace manual labeling. This closure forces researchers to migrate datasets to newer, more scalable labeling tools for RLHF workflows.