"It's enough already," Shalit said in a statement.
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The show plans to air a salute to Shalit on Thursday. Executive producer Jim Bell says 40 years on the same show is "a feat unlikely to ever be matched."
Shalit said he isn't retiring, and that he'll do work on the Internet and in commercials.