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The film, which is currently untitled, stars an ensemble cast including Blake Lively, Kristen Stewart ("Twilight"), and Jesse Eisenberg ("The Social Network").
According to the Deadline story, Willis had to bow out due to a scheduling conflict. He has plans to star in an upcoming Broadway adaptation of Stephen King's classic novel, "Misery."
But the same day that news broke, photos surfaced of Willis on set at Allen's movie in Beverly Hills.
Now some have questioned if Willis' exit really is due to a scheduling conflict. Actor availability is often worked out before cameras start rolling and The Wrap's Jeff Sneider tweeted that Willis was actually fired.
.@Roberts13Chris He got fired so don't hold your breath...
- Jeff Sneider (@TheInSneider) August 25, 2015
"Christopher Walken and Sam Shepard both were filmed playing the role of Peter in 'September' before ultimately being replaced by Sam Waterston. Michael Keaton was replaced by Jeff Daniels after ten days of shooting 'The Purple Rose Of Cairo.' Juliette Lewis replaced Emily Lloyd in 'Husbands and Wives' after some footage was shot."
GREEDY AND LAZY ...... A SURE FORMULA FOR CAREER FAILURE
- Sylvester Stallone (@TheSlyStallone) August 6, 2013