Recent advances in catalysis aim to address the accuracy versus efficiency dilemma through innovative approaches. Nano-catalysts offer high surface areas and unique electronic properties that can enhance both accuracy and efficiency. Enzyme catalysis, inspired by nature, provides highly selective and efficient catalytic processes. Additionally, photocatalysis and electrocatalysis leverage light and electricity, respectively, to drive reactions under milder conditions, improving both speed and selectivity.