Here's why:
* Proper nouns are specific names of people, places, or things. They are always capitalized.
* Common nouns are general names for people, places, or things. They are not capitalized unless they start a sentence.
In this case, "Olly Octopus" is a specific name for an octopus. It's a unique name that distinguishes this octopus from other octopuses.