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Why did they go after him for obscenity and not any other charge?
— hyblaean
Because pornography is speech protected by the First Amendment. But child pornography and obscenity enjoy no First Amendment protection. So to get a conviction they have to go after obscenity.
See <http://www.firstamendmentcenter.org/speech/adultent/topic.aspx?topic=pornography>.