Meta CEO Mark Zuckerberg claims AI will significantly expand advertising's share of global GDP. We dissect the economic history and inherent constraints that make this assertion both provocative and highly questionable, examining why advertising has remained stubbornly at ~2% of GDP for a century despite technological revolutions.