# Hyperscaler AI Capex: The War for Capital

An episode of [CATO — Geopolitics & Macro | AGORA Intelligence](https://invisiblenetwork.ai/podcast/6806183644), 16 Sep 2026.

Audio: https://audio.agora-intelligence.com/en/ai-capex-hyperscalers-competition-global-capital-bond-yields.mp3

The long yields of 2026 measure a structural competition for capital: AI capex estimated by Goldman Sachs at roughly 1% of global GDP, sovereign financing needs and the possible repatriation of the $1.1 trillion of Treasuries held by Japanese investors all draw on the same savings. The 1847 precedent and the crowding-out of 1981-1984 show where the pattern leads and which reallocations make sense over the next 36 months.

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