You could. But the theory is that you'd be communicating that you're old but reliable. The style for decades is also that you use serifs mostly for blocks of body copy and the old text heavy David Ogilvy ads would mostly not fly today.

I'm not sure 20th century typographic practice ever especially favored serifs for display (e.g. headline) use.