Closed AI models face a capex reckoning as open-weight alternatives close gap, SuperAI speaker warns

▤ Summary

The article argues that closed AI model economics are under pressure as open-weight alternatives narrow the performance gap. It highlights a warning from a SuperAI Singapore 2026 keynote that centralized cloud infrastructure supporting closed models may face a reckoning. The piece frames this as a strategic shift in how AI systems are built, hosted, and monetized. For software vendors, the debate points to changing demand in AI infrastructure, model hosting, and deployment options.

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