
History Does Not Predict the Future
History creates the illusion of predictability once outcomes are already known. Only after events converge do patterns become obvious, narratives become clean, and parallels feel inevitable. Before that point, history is far less useful than most executives, investors, and commentators would like to believe. In theory, history can help us avoid repeating known failures. But even then, it only works when we extract constrained rules grounded in structural invariants - the underlying forces that actually shape outcomes, like capital availability, incentive alignment, and physical constraints. Everything else is pattern matching dressed up as wisdom. And this is problematic, because we often use that dressed-up wisdom to both constrain our choices (“history says that’s a bad idea”) and to make foolish choices (“when in history has this failed?”). ...






