
Global bond yields have surged, with rates rising across Japan, Korea, the UK and other markets, signaling a broad repricing in fixed income. Gita Gopinath argues that demographics, high public debt and the capital demands of the AI boom are adding inflationary pressure worldwide. The piece warns investors may be overestimating government backstops in the next major shock, a view that reinforces a defensive stance toward duration and sovereign bonds.
The market is starting to reprice a regime change rather than a cyclical scare: sovereign duration is becoming structurally less reliable as a hedge because supply is rising at the same time that the buyer base is deteriorating. That is toxic for equity valuations too, because higher real rates compress multiple duration in the most crowded long-duration pockets first — software, unprofitable AI infrastructure, and anything priced off distant cash flows. The second-order effect is that fiscal credibility becomes a cross-asset factor; once the market believes rates can stay higher for longer, refinancing risk and term-premium expansion can feed on themselves for months, not days.
The more interesting takeaway is that AI may be inflationary before it is productivity-enhancing. If the capital intensity of the buildout is front-loaded, the near-term beneficiaries are not the model developers but the bottleneck suppliers: power, grid equipment, cooling, copper, and select industrials with pricing power. Meanwhile, capital-light software names and broad market indices that have implicitly borrowed from falling-rate assumptions face a valuation air-pocket if the bond market stops validating the equity rally.
The consensus is likely underestimating how little policy room governments have in the next shock. If sovereigns are forced to fund deficits at higher coupons while private capital demands a bigger risk premium, the old playbook of 'buy the dip because central banks will cap yields' becomes less dependable. That creates a convexity problem: once yields break higher, passive duration holders and levered carry structures can accelerate the move, making the adjustment abrupt even if the macro catalyst is gradual.
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