Sean Penn Regrets 'El Chapo' Meeting: 'My Article Has Failed'

"Let me be clear. My article has failed," the actor told Charlie Rose in an excerpt of a "60 Minutes" interview that aired on "CBS This Morning." The story will air in its entirety on Sunday.

Penn conducted an interview with the drug kingpin during which they discussed producing a film about his life, which Rolling Stone published after Guzman was captured by authorities.

"There is this myth about the visit that we made, my colleagues and I with El Chapo, that it was -- as the Attorney General of Mexico is quoted -- 'essential' to his capture," Penn said. "We had met with him many weeks earlier...on October 2nd, in a place nowhere near where he was captured."

"Here's the things that we know: We know that the Mexican government ... they were clearly very humiliated by the notion that someone found him before they did," Penn said. "Well, nobody found him before they did. We didn't -- we're not smarter than the DEA or the Mexican intelligence. We had a contact upon which we were able to facilitate an invitation."

See More:Why It's Hard to Hate Sean Penn

Penn said the Mexican government has made him a scapegoat and a target of the cartel. His initial intent was to use the meeting to initiate dialogue about the war on drugs.

"'We're going to put all our focus -- forget about blame -- we're going to put all our focus, all our energy, all our billions of dollars on the 'bad guy,' and what happens? You get another death the next day the same way," Penn said.

He said Guzman was captured months after his meeting -- arranged by Mexican actress Kate Del Castillo -- and in a completely different location.

See More:For Sean Penn, Acting Goes Hand-in-Hand With Activism

He also implied that the reporters questioning his journalistic ethics are jealous of his experience.

"When you get the story that every journalist in the world wanted, there's a lot of green-eyed monsters who gonna come give you a kiss," Penn said.

Penn added that he has "a terrible regret."

"The entire discussion abut this article ignores its purpose which was to try to contribute to this discussion about the policy to the war on drugs," Penn told Rose.

"Let's go to the big picture of what we all want. We all want this drug problem to stop. We all want them -- the killings in Chicago to stop," Penn added. "We are the consumer. Whether you agree with Sean Penn or not, there is a complicity there. And if you are in the moral right, or on the far left, just as many of your children are doing these drugs ... And how much time have they spent in the last week since this article come [sic] out, talking about that? One percent? I think that'd be generous."