Britain's economy entered 2026 outperforming expectations — strongest G7 growth in H1, AI investment driving a surprise expansion — and now the OBR has quantified how fast a war can burn through that advantage. The watchdog's autumn forecast downgrades 2027 GDP growth from 1.5% to 1%, raises the inflation outlook from 2% to 3.5% this year, and warns that household disposable incomes will fall in the near term before recovering to a level just 2% above pre-pandemic by the early 2030s. The picture is one of an economy structurally dependent on imported energy, absorbing a price shock it cannot control. The transmission mechanism is brutally direct. Since the US-Israeli invasion of Iran in late February, oil has climbed from $70 to over $115 a barrel and gas prices have nearly tripled. That feeds through to consumer inflation, compresses real wages, and — through the bond market — forces the UK government to pay £14bn more in debt interest than previously planned. The fiscal headroom against Labour's borrowing rule has shrunk from £23.6bn to £15bn, a one-third reduction that constrains every future spending decision. Chancellor John Healey's response is a classic cushioning exercise. The centrepiece is £100 blanket payments to 20 million households at a cost of £2.6bn, funded partly by a temporary tax on banks. He also pledged to abolish standing charges on gas bills and framed the budget around AI investment and cyber-defence — nods to generative potential without the fiscal room to back them aggressively. The OBR's verdict is blunt: despite these measures, per-person disposable incomes adjusted for inflation will fall before recovering only modestly. The structural story underneath is that the UK is converting productivity gains into debt service and consumption defence. AI-driven growth in H1 was real but narrow, and the energy shock is broad-based. The OBR's scenario analysis underscores the fragility: if energy prices climb higher and stay there longer, borrowing overshoots the central forecast by £17bn next year; if they fall, borrowing drops £12bn. A £29bn swing in fiscal outcomes hanging on a single commodity price is not resilience — it is exposure. Healey is making a political bet that the war pause — coinciding with Trump's midterm calculations — will hold long enough for energy prices to stabilise and the economy to recover. The OBR is not making that bet. It explicitly assigns 'broadly equal probability' to significantly better and significantly worse outcomes, which is forecaster language for 'we genuinely do not know.' The chancellor's repeated invocation of 'resilience' is aspirational, not descriptive. The fiscal architecture reveals the extraction clearly. Global conflict generates an energy price shock. That shock flows through commodity markets to UK consumers (via inflation) and to the UK Treasury (via higher gilt yields). The government borrows more to cushion households, funded partly by taxing banks — themselves beneficiaries of the same rate environment. The net effect is a transfer from future taxpayers and public services to bondholders and energy producers. Households receive temporary relief but bear the structural cost through slower income growth for years. Labour now faces the 2029 election with an economy that will have grown more slowly than planned, households that feel no better off than before the pandemic, and fiscal headroom that one further shock could eliminate entirely. Healey's budget is competent crisis management, not structural reform. The honest question is whether any UK chancellor could do more when the price of energy is set in the Strait of Hormuz.