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AI Commoditization

Research on AI as infrastructure, intent coherence and organizational differentiation. 5 documents are available in this collection. Status labels distinguish working drafts from other documents.

AI-COMMODITIZATION-001

Artificial Intelligence as Commodity and Infrastructure

A Framework for Strategic Differentiation in the Intent Economy

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AI-COMMODITIZATION-002

The Intent Layer

Strategic Advantage After the Commoditization of AI Models

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AI-COMMODITIZATION-003

Beyond AI Readiness

Measuring Intent Coherence Before Automation

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AI-COMMODITIZATION-004

Commodity Intelligence and Strategic Risk

The Automation of Organizational Contradiction

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AI-COMMODITIZATION-005

IntentOS

A Diagnostic Architecture for AI Deployment in the Post-Commodity Intelligence Economy

Working draftRead PDF ↗