ScarJo is at it again. After her marriage breakup with Ryan Reynolds in December 2010, the starlet has been linked to a series of men from Justin Timberlake to Kieran Culkin (Macaulay’s younger bro) to Sean Penn and now she’s been caught swapping saliva with 50/50 star, Joseph Gordon-Levitt.

Scars and Jo were first seen dining together and “discussing a project for a while” at Hundred Acres restaurant in New York’s SoHo area in late July. Sparks obviously flew and the two were most recently spotted inspecting each other’s tonsils in New York City last month.

“They were kissing and very hands on,” reveals a witness. “They were very lovey and didn’t try to hide it. They were infatuated with each other.”

While friends of the duo are insisting there is nothing at all going on, I’m going to beg to differ. Keep your eyes peeled for this hot new romance.

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Photos: Fame

Actor Sean Penn arrives at LAX with his girlfriend Shannon Costello after a trip to Miami.

Photos: Fame

US Weekly claims to know the reason why Sean Penn and Scarlett Johansson broke up. They say it’s because Sean’s not looking to settle down. I’m finding it hard to believe that Scarlett is looking to settle down – when the ink isn’t even dry on her own divorce. But here’s what they have to say anyway.

An insider tells the new issue of Us Weekly (on stands now) that Penn, 50, broke up with Scarlett Johansson, 25, after five months because he has not wanted anything “serious” since his 2010 divorce from Robin Wright, adding, “Scarlett pursued him.”

On June 4, the Avengers star didn’t seem ready to give up on their unlikely romance. At Spike TV’s Guys Choice Awards in L.A., she scrambled for face time with the Oscar winner. “She pushed herself into his conversations,” a witness tells Us. “She sat down between him and Robert De Niro. Robert was like ‘What?’ and made a face.”

Johansson also made sure they were snapped together. “A photographer asked for a shot,” the source says. “Before Sean could say no, she said yes.”

Not sure if I believe all this hullabaloo.

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According to PEOPLE, Scarlett Johansson and Sean Penn are no longer dating.

Speculation about the pair began after Johansson did not attend the Cannes Film Festival with Penn for his movie The Tree of Life. She has been working on The Avengers in New Mexico, reprising her role of Black Widow from Iron Man 2.

Johansson, 26, and Penn, 50, made headlines when they took a whirlwind trip to Cabo San Lucas after being spotted getting flirty together during a lunch date in Los Angeles.

The pair attended a White House Correspondents’ Dinner party in Washington D.C. in April and had been spotted in a series of cozy outings in L.A.

The reason for the split wasn’t immediately known. Reps declined to comment.

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Sean Penn enjoys a day at the beach in Los Angeles this weekend. Sean took his paddle surfboard out for a ride in the ocean before heading back to his home. Rumor has it girlfriend Scarlett Johansson moved in last weekSe!

After dating for only three months, Scarlett Johansson has moved into Sean Penn’s $3.8 million Malibu home!

Relocating from her temporary digs at a West Hollywood hotel, the recently divorced 26-year-old “has essentially moved in over the last few weeks,” the source says. And now that the actress and Penn, 50, share the same roof after months of furtive sightings at hotspots in Hollywood, Mexico and beyond, “they just stay home” whenever they can.

Among their fave homebody activities? Eating in and hanging out with Penn’s kids with ex-wife Robin Wright, who are mere years younger than Johansson: daughter Dylan, 20, and son Hopper, 17.

Plus, the domestic duo love working out (their recent jog fueled pregnancy rumors that proved false), entertaining pals like Owen Wilson and Javier Bardem and more. (Back in February, Us Weekly was first to break news that Johansson had rebounded from her December divorce from Ryan Reynolds with Penn.)

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I didn’t believe all the rumors swirling around that Sean Penn and Scarlett Johansson were hooking up. But TMZ caught them having lunch together, and Scarlet’s leg is resting on Sean’s lap! I’d say this looks like more than just a friendship!!

Not only that, but People is reporting that the couple flew out of Van Nuys last night for an overnight Mexico trip.

The pair left on a private jet from Van Nuys airport Tuesday morning, then were spotted having dinner in Cabo San Lucas, Mexico, that night, according to sources. Early Wednesday morning, they returned to Los Angeles where Johansson is shooting the film We Bought a Zoo with Matt Damon.

On the menu during their Mexican meal? Penn, 50 and Johansson, 26, reportedly enjoyed lobster and, of course, margaritas.

Earlier this week, the twosome were seen sharing a casual lunch at the popular Los Angeles Cuban restaurant, Versailles, where Johansson had her leg draped over Penn.

I’m a little bothered by this pairing… He’s TWICE her age!

What do you think?