The same game shouldn't feel exactly the same with every group.
With Recognitions, you can tell Keddy a little more about how you know the people you play with.
Games designed to use group context can use those recognitions when shaping their content, helping the experience better fit the people actually in the room.
Not every game works this way. Classic games stay classic, while group-aware games can make use of the connections your room has built.