Theorists tackle the ``easy'' problems.
Systems people try to find ways to make problems easy.
AI tackles problems that are usually:
Item 1 means that it is fundamentally an empirical science, although theory is quite important in helping us in our search for promising candidate solutions.
Practical problems can only be solved in practice.
The course will reflect my particular bias (surprise!).