Despite attention-grabbing AI mega-seed rounds, historical data shows that very large first financings rarely produce venture-scale returns because high entry valuations limit investor upside. Instead, argues guest author Ellie McDonald, the strongest venture outcomes have typically come from capital-efficient startups that raised modest early rounds.