The traditional reason was probably distributed caching, to reduce the load on authorative servers. Having an ISP or open resolver near you with cached results

The traditional reason was probably distributed caching, to reduce the load on authorative servers. Having an ISP or open resolver near you with cached results alsoo means less latency, when you first look up a domain.