Wireimage / Wenn / . 1 / 10
Wireimage / Wenn / . 1 / 10

Is this the start of a new romance? Jake Gyllenhaal and Rachel McAdams were reportedly spotted getting fairly cozy at dinner recently.

For the love of all things Hollywood, please make this happen!

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According to the blog Just Jared, the twosome dined at Los Angeles' Odys + Penelope Brazilian Restaurant on April 12, seemingly in great spirits. They smiled and laughed as they talked throughout the meal, the site said.

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PEOPLE magazine, though, says there is no romance between the two. "They're friends and they were catching up," a source told the magazine.

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This isn't the first time romance rumors have surrounded Jake and Rachel — rumors flew around briefly last year as the two filmed "Southpaw," which hits theaters in July. During filming, the two were often spotted out together.