Depends what happened to their compensation and stake in the company (hopefully nothing); in that state it's harmful to both parties to keep the CEO responsibility on someone who's going through that much.
I wonder, based on your comment, what the output would look like if the training was inverted. Anything that looks like art would skew towards zero, for instance.