Semantic Network - What are the disadvantages of semantic network in AI?

Semantic representation in AI has its own set of challenges. There has to be a numerical replacement for terms like "for all," "for some," "none," etc. This is a major issue. To add insult to injury, semantic network connection names are meaningless. These networks also rely heavily on their creator and don't know much on their own.