Why Don't We Just Run Internal Combustion Engines on Hydrogen?

Why Don't We Just Run Internal Combustion Engines on Hydrogen?: Hydrogen burns with zero emissions. Couldn't we just use it in place of gasoline? The answer is more complex than you might expect.