Graph Neural Networks (GNNs) have demonstrated remarkable performance in tasks involving graph-structured data. but they also exhibit biases linked to node degrees. This paper explores a specific manifestation of such bias. termed Exploration Degree Bias (EDB). http://www.roneverhart.com/Bearbrick-WALL-E-400/