How would alphanumeric addressing help anything?
You currently have an address hierarchy like <AS Number>:<Network Allocation>:<Subnet>:<Host>. That hierarchy is conveniently conveyed in a single 128 bit number. With an alphanumeric address, 128 bits of ASCII would get you `company:office:l` and your net/subnet/host would require more CPU horsepower to compute.