The future of CNNs in histology looks promising with advancements in technology and computational power. We can expect improved accuracy, faster processing times, and better interpretability. Integrating CNNs with other machine learning techniques and clinical data will likely enhance their diagnostic capabilities, making them an indispensable tool in modern histopathology.