Which nerve is responsible for innervating the muscles of the tongue?

Explanation

The hypoglossal nerve (cranial nerve XII) is the primary motor nerve that controls the muscles of the tongue, enabling movements necessary for speech and swallowing. Other nerves listed serve different functions such as sensory innervation or taste.