A modicum of research would dispel your bewilderment.
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Case A: Trump actually leaves. The Taliban take over. What does Trump do?
Case B. It was just a “play” and Trump had no intention of leaving. (That’s in the article) He effectively cancels the agreement and we stay forever. Or what?
Read the text of this article, then get back to me.