Almost five decades ago, the first proposals of computer programs meant to reproduce man's chemical knowledge in organic chemistry became known. They were products of what was then called Artificial Intelligence (AI) research, a section of computer science that takes on the controversial task of mechanizing human perception and thought; the human mind. This essay describes some of the key elements of this effort, pointing at specific features that involve the mind in creating and working with chemical software. A brief proposal of whether the neurochemistry in our mind works according to quantum mechanical laws, rather than logical laws, as in a binary computer, is given (Neural Quantum Superposition).