In wake of multiple sexual allegations against the producer, Allen said no one opened up about these incidents "with any real seriousness" to him since people were only interested in making their films in the end.
"The whole Harvey Weinstein thing is very sad for everybody involved. Tragic for the poor women that were involved, sad for Harvey that (his) life is so messed up.
"No one ever came to me or told me horror stories with any real seriousness... And they wouldn't, because you are not interested in it. You are interested in making your movie," Allen told the BBC.
"You also don't want it to lead to a witch-hunt atmosphere, a Salem atmosphere, where every guy in an office who winks at a woman is suddenly having to call a lawyer to defend himself. That's not right either.
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"But sure, you hope that something like this could be transformed into a benefit for people rather than just a sad or tragic situation," Allen said.
The director has been a frequent collaborator with Weinstein throughout their careers, having worked in films such as "Bullets Over Broadway", "Everyone Says I Love You", the Academy Award-winning "Vicky Cristina Barcelona", among others.
He clarified his stand in a statement, saying, "When I said I felt sad for Harvey Weinstein I thought it was clear the meaning was because he is a sad, sick man.
"I was surprised it was treated differently. Lest there be any ambiguity, this statement clarifies my intention and feelings."
Allen's son, Ronan Farrow, broke the story in the October 5 edition of The New Yorker, where he reported on the allegations against Weinstein.
In 2014, the "Midnight in Paris" director was publicly accused of molesting his and former wife, Mia Farrow's adopted daughter, Dylan Farrow, over 20 years before.
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