On Wednesday, April 6, Will Smith was spotted sharing an intimate on-screen kiss with costar Naomie Harris while on the NYC set of their new movie, Collateral Beauty — and the two had us fooled for a minute!

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Will and Naomie on April 6.

The 47-year-old actor — who has been married to Jada Pinkett Smith since 1997 — walked hand-in-hand through Central Park with the actress, who looked noticeably pregnant for her role in the upcoming film.

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According to Entertainment Weekly, the star-studded blockbuster — which also stars Helen Mirren and Keira Knightly — follows a New York advertising executive who experiences a horrible tragedy and tries to recover with help from his colleagues. It’s set to hit theaters on Dec. 16.