Symbols are things we use to represent other things. Symbols play a vital role in the human thought and reasoning process. If I tell you that I saw a cat up in a tree, your mind will quickly conjure ...

Despite these successes, the symbolic approach has proven insufficient. It has not adequately modeled intelligent behavior such as scene analysis or comprehensive speech recognition. Morever, even the ...

A new Perspective highlights why the future of AI lies in the art of symbolization, uniting human-designed abstractions with machine learning to overcome the limits of scaling and spark genuine ...