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The 2024-25 consensus assumed the cost curve would bend down as frontier scaling justified the capex. By mid-2026 the assumption is being tested on four fronts at once: frontier economics, open-source closing the gap, local inference becoming viable, and the quiet return of the human-developer conversation.