If an elderly person forgets something or makes a mistake and you refer to this as a senior moment, you mean that the person forgot the thing or made the mistake because they are old and their mental abilities aredeclining.
[mainly US, informal] He is 69 in February and sometimes has a senior moment, when the flow of words driesup.