Data scarcity hampers the ability to thoroughly understand the interactions, behaviors, and properties of nanomaterials at the nanoscale. Without sufficient data, it becomes difficult to model and predict outcomes accurately, leading to potential risks in applications like medicine, electronics, and energy.