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AI Model Portfolio

Open-weight AI adoption fell to 11 percent with three new frameworks to fix model portfolios

Open-Weight AI Fell to 11%. Rewrite Your Model Portfolio.

Open-weight models matched proprietary ones on benchmarks, yet enterprise adoption collapsed from 19% to 11%. The problem is not model quality. It is governance and TCO. Three new frameworks shipped since April to fix the portfolio decision layer.
Luiz Neto 22 Jul 2026

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