I will start with the premise all heuristics are hirsute. That is they are shaggy by design. For them being shaggy makes them more visible to the system status.
Being visible allows the shagginess to adopt language features similar to the administrators own, then feed that back in logical order. When AI is injected it allows the actually closed system of shaggy to mutate. This is favorable and designers should compensate by allowing mutation which is not sandboxed nor exited by emergency process. Error prevention is suppressed during this mutation as well. Hopefully we will see this happen on the next episode of Green Acres.