It seems to have changed in the latest release (WHY GUYS ???? - PLEASE LEAVE THINGS ALONE UNLESS THEY ARE BROKEN).
First draw the area you want to cut out using the Solid Region tool.
Then select that area and select "Multi-layer" in the Layer.
Finally select "Board Cutout" in the Type menu.
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