I'd argue that it's less beneficial to learn new categories as it is to simply recognize when categories differ between samples.

For example, with bears -- I personally know of black bears and polar bears. I can be a little more detailed with fish but with dogs there are dozens of "different" [easily recognizable] types within the same category of "dog".