Production duo The Knocks posted this photo to their Facebook page of Daft Punk hanging out at their record label HQ.
The post was quickly removed, with The Knocks updating: "Guess we weren't supposed to post that pic."
It's not the first time the duo been photographed without their robot disguise. But it's the first sighting for a very long time.
Daft Punk have worn their distinctive helmets since 1999.
Thomas Bangalter explains how their famous look came about:
"There was an accident in our studio. We were working on our sampler, and at exactly 9:09 am on September 9, 1999, it exploded. When we regained consciousness, we discovered that we had become robots."