The Bloomberg report highlights immediate supply squeezes from Middle East conflicts and US tariffs, yet overlooks how these intersect with longstanding patterns in energy-dependent smelting. Primary documents such as the US International Trade Commission's 2018 Section 232 investigations reveal recurring vulnerabilities where tariffs intended to protect domestic producers instead amplify import cost pass-throughs to downstream manufacturers. Perspectives from Gulf producers, absent in the coverage, emphasize shipping lane risks tied to regional security dynamics, while Canadian and Norwegian executives stress delayed physical impacts on North American and Asian markets. The surge in AI-driven demand, cross-referenced with IEA energy outlooks, compounds these pressures by prioritizing high-purity aluminum for data infrastructure over traditional sectors. Original reporting understates potential consumer goods inflation timelines, as manufacturing cost increases typically manifest within 3-6 months per historical commodity shock analyses, and misses diversification efforts documented in WTO notifications from affected economies seeking non-tariff supply routes.