The human genome functions as a physical, tangled structure rather than a linear digital code. Current AI models struggle to predict how this 3D spatial folding influences gene expression. This gap means researchers cannot yet fully automate genomic discovery. Practitioners must integrate physical biochemistry to move beyond simple sequence-based pattern recognition.