To study how tracking tags influence cockroach movement, researchers tested two methods: RFID tags and marker recognition tags (shown here). The cockroaches were placed in a clear plastic arena and filmed from above, with movements analyzed using a tool powered by artificial intelligence. The deep learning algorithm learns to identify and track specific points on an insect’s body by being trained on a dataset of manually labeled images (Photos courtesy of David Fisher, Ph.D.)