Design an algorithm to split a string using a delimiter that can be an empty string. Analyze the theoretical output of splitting a non-empty string S by an empty delimiter: should the result be an array of characters, an array of empty strings between every character, or an error? Discuss the implementation of this logic in languages like Python or Java and how to handle infinite edge cases.