It's just the latest in their bizarre, complicated relationship, which dates back to 2009. Here's a quick look back:

2009

West stormed the stage at MTV’s Video Music Awards just as Swift was collecting her award for best female video. West took the mic from 17-year-old Swift, shouting, \"Yo Taylor, I'm really happy for you, I'll let you finish, but Beyonce has one of the best videos of all time. One of the best videos of all time!\" He then shrugged and walked offstage, leaving a stunned Beyonce, a booing audience and a speechless and visibly emotional Swift on stage.

The rapper apologized on his blog later that night, writing, \"I'm not crazy ya'll. I'm just real. Sorry for that!!!!\" He followed up with another written apology: \"That was Taylor's moment and I had no right in any way to take it from her. I am truly sorry.\"

2015 Grammys

More than five years after West famously interrupted Swift at the MTV Video Music Awards, the rapper and country-pop superstar were seen cozying up after West jokingly rushed the stage again, this time after Beck won for album of the year.

\"Me and Kanye are on such good terms now, six years later,\" Swift told NME in October 2015. \"It took a while... But I had to tell Beck this story earlier. I was at dinner with Kanye a week after the Grammys, he stops what he's saying and he goes, ‘What is this song? I need to listen to this every day.’ I said, ‘It's Beck, it's on an album called 'Morning Phase', I think you've heard of it...’ We just burst out laughing. And he says, ‘Hey, sometimes I'm wrong.’\"

2015 MTV VMAs

The new best buds returned to the VMA stage in 2015, this time with Swift presenting West with the Video Vanguard Award. Swift remained on stage during West's 10-minute speech, in which he spoke openly about the guilt he felt about the 2009 incident.

Now, after her Grammy speech and his \"all positive energy\" quip, it's not certain whether these two can put their friendship back together again.

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