The justices don't often question the facts that underlie the lower court rulings that are at issue before them.
But for the second time in recent years, police video of a car chase seemed to make at least some justices more willing to do their own fact-finding.
Police fired 15 shots into Rickard's car, of which 12 were discharged after Rickard managed to begin driving away from officers who had surrounded the vehicle.
The video involved in the case was not shown in the courtroom on Tuesday, but justices had seen it as part of filings with the court.
In 2007, the court voted in a case from Georgia that police may use tactics that put fleeing suspects at risk of death in order to end high-speed car chases. In that case, Justice Antonin Scalia chastised an appeals court panel for its ruling in favor of the driver, who was paralyzed after police bumped his car and forced it off the road. The driver's "version of events is so utterly discredited by the record that no reasonable jury could have believed him. The court of appeals should not have relied on such visible fiction; it should have viewed the facts in the light depicted by the videotape," Scalia said.
On that court, only Justice John Paul Stevens, then 87 and the longest-serving justice, said he wasn't especially frightened by the chase and would have sided with the driver.
Scalia, 77, is now in Stevens' place as the longest-serving member of the court, and he left no doubt Tuesday about his view of Rickard's actions. "This guy has been driving on the highway at 100 miles an hour, swerving into and away from police cars," Scalia said.
Even when surrounded, Scalia said, "The car is still trying to escape. The car is not stopped and, you know, the driver with his hands up. The car is still trying to get out of this encirclement by the other police cars, right?"
Gary Smith, the lawyer for Rickard's daughter, tried to answer: "That..."
Scalia continued, "Is he trying to get away at that point or not?"
Smith said it's not clear from the video.
Justice Anthony Kennedy chimed in: "What do you mean? He is going to the police station?"
Smith replied, "Well, we don't know. He wasn't given the opportunity."
Earlier in the argument, Kennedy raised one question about the police response that appeared to trouble other justices as well.
"What effect, if any, do you give to the fact that there was a passenger in the car, a passenger who apparently was not involved in any illegal activity?" Kennedy asked Michael Mosley, the lawyer for the police.
"The passenger did not make Mr. Rickard less dangerous," Mosley said.
True, Kennedy said, "but it makes the police reaction more dangerous."
The court could resolve the case by deciding the officers did not violate Rickard's rights or they could say that the law involving police chase and use of lethal force was not clear at the time of the incident, meaning the officers could not be held liable for their actions.
A decision in the case is expected by late June.