If someone plunks a random piano key, a tiny minority of people can identify the note based on its sound alone. These people boast perfect pitch, the ability to recognize individual sound frequencies without any external reference. But even these gifted few are not truly perfect. A new study shows that their errors, though subtle, provide a previously unseen glimpse into how biological and environmental factors together shape hearing.