The document lists several things that business owners should eliminate from their business, including unnecessary designations and licenses, not having an exit strategy, claiming to not care about numbers, poor communication habits, prioritizing being busy over effectiveness, and attempting many tasks without excelling at any particular one. It suggests focusing efforts on fewer, more impactful goals.