Annette and Frank have been teaching a seminar on “Combining Symbolic and Statistical approaches to AI” for three years now. The indefatigable reading of papers by our students and their insightful discussions lead to our paper that gives an overview of the recent literature in the form of a boxology (yes, it’s an existing word, look it up in wikipedia!)