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Applied AI·July 20, 2026·1 min read

Import AI 465: Open vs closed gaps; Kimi K3; Demis' big policy plan

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The open vs closed model gap, Kimi K3’s progress, and Demis’s policy agenda all point to one thing — the frontier is fragmenting along both technical and governance lines. Operators should stop planning around a single 'best model' and instead budget for a portfolio that balances capability, cost, and compliance.