Deep learning models have revolutionized numerous fields, achieving state-of-the-art accuracy in tasks ranging from image classification to natural language generation. Amidst this progress, researchers constantly seek novel approaches to enhance the efficacy of deep learning. In this context, AROM168 emerges as a novel deep learning architecture,