Why would the duke be interested in Leonardo's engineering ability?

The duke would be interested in Leonardo's engineering ability due to Leonardo's innovative and advanced designs, which could enhance military strategy, architecture, and infrastructure. Leonardo's reputation as a polymath suggests he could provide unique solutions to complex problems, making him an invaluable asset. Additionally, aligning himself with a genius like Leonardo could elevate the duke's status and showcase his commitment to progress and advancement in his domain.