The U.S. Ryder Cup team had a four-point lead going into Sunday's singles play in 2012 at Medinah Golf Club in Chicago and lost it all.
This time, they take a three-point lead into Sunday at Hazeltine National Golf Club with five players and the same captain, Davis Love III, remaining from that team.
"We all know the deal is to do our job," said four-time Ryder Cup player Matt Kuchar, one of eight Americans to lose in those 12 Sunday matches four years ago.
"We go out there to win our match, not worrying about how many points the team needs to close it out. There is no total. We're going out there to do our job, to win our match. We'd like to win all 12 matches. That's our job for tomorrow."
They need to win five of the 12 matches to win the Ryder Cup for the first time since 2008 and only the second time since 1999.
Love said he did not mention 2012 to his players when he addressed them after his team went 3-1 in Saturday afternoon four-ball play and built a 9½-6½ lead.
"No, we keep looking forward," Love said. "But trust me, the six captains, we talk about it because we've learned."
Europe captain Darren Clarke called himself and his team "disappointed" by Saturday afternoon's results but not discouraged about Sunday's prospects.