Pioneering studies at Caltech and other institutions have demonstrated DNA molecules programmed to function as supervised neural networks, representing a novel direction for molecular computing beyond electronic circuits. Parallelly, researchers have exploited mu-near-zero metamaterials to achieve long-range quantum entanglement, a milestone with implications for quantum networks and secure communications. These innovations mark key steps in quantum and bio-computing, blending molecular biology, physics, and materials science to unlock new computing paradigms.