GPT-5.1 Structured Reasoning in AI Chain: Unlocking Logical Framework AI for Enterprise Decision Making

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Logical Framework AI in 2026: Foundations and Real-World Applications As of early 2026, roughly 62% of enterprises adopting AI across decision workflows struggle with inconsistent or incomplete outputs that undermine boardroom confidence