Penn, who heads the nine-member jury that decides which of 22 entries in the main competition receives the coveted Palme d'Or for best film, hinted that the winner was likely to be one that tackled contemporary issues.
"Whatever we select for the Palme d'Or, I think that we all are in sync that we're going to feel very confident that the ... maker of that film was very aware of the times in which he lives," the U.S. actor-director said.
Penn, an outspoken detractor of George W. Bush, renewed his criticism of the U.S. president.
"When somebody operates without a brain and without a heart, they kill hundreds of thousands of people around the world," he told a news briefing during which he lit a cigarette in defiance of French anti-smoking laws.
'ODD' CHOICE FOR OPENING
Meirelles said it was both a challenge and an honor to open Cannes, but added of "Blindness": "To be honest, I still don't think this is the best film to open a festival."
Moore called the choice "kind of odd."
Much of the film is set in an abandoned asylum outside an unnamed city, where those stricken by the contagious "White Sickness" -- so called because the blind see white, not black -- are locked up by increasingly panicked authorities.
A workable system of living despite the squalor soon breaks down when one prisoner, played by Mexico's Gael Garcia Bernal, takes the law into his own hands.
Among the other entries in competition is "Waltz With Bashir," the animated documentary about the 1982 Sabra and Shatila camp massacres which screened late on Wednesday.
It is up against Clint Eastwood's "Changeling," starring Angelina Jolie, who confirmed on Wednesday in an interview in Cannes that she was expecting twins with Brad Pitt.
Steven Soderbergh presents "Che," a two-part, four-and-a-half hour epic about Argentine revolutionary Che Guevara with Benicio del Toro in the title role.
The other two U.S. entries are James Gray's "Two Lovers," featuring Gwyneth Paltrow and Joaquin Phoenix, and Charlie Kaufman's "Synecdoche, New York" with Philip Seymour Hoffman.
The biggest show in town this year is likely to be the latest installment of the Indiana Jones series, again starring Harrison Ford as the whip-wielding archaeologist in "Indiana Jones and the Kingdom of the Crystal Skull" by Steven Spielberg.