Measuring Global AI Utilization
From chips, compute, and infrastructure to models, software, and robotics—AIGO delivers empirical data on practical current and future AI outcomes.
AIGO 2026 Global AI Utilization Report
Empirical Data over Theoretical "Safety" Claims
Validated Use Cases over Abstract Leaderboards
Future-Proof Insights on What Actually Works
AIGO 2026 provides clear, actionable guidance as the essential standard for understanding global AI reality—focused on validated outcomes, not theoretical benchmarks.
The "truth about what works" begins at the silicon level. The 100+ MW data center is now the global infrastructure standard.
Energy is the primary governor of AI growth. The surge in uranium prices reflects a fundamental shift toward nuclear energy for long-term power resilience.
Development has shifted from "bigger is better" to "specialized and agentic" (SLMs and autonomous agents).
AI is categorized as an "automation technology" that reorganizes rather than replaces labor.
AIGO recommends nations and firms track these four indices to measure AI maturity:
Standardize outcome reporting (time saved/error reduction) in public procurement. Focus policy on power and permitting rather than model benchmarks.
Avoid frequent model changes. Identify 5 core workflows, implement measurement systems, and evaluate results within 30 days. Discontinue any deployment that does not produce verified performance improvement.
Value companies based on utilization density (outcome per $ of compute) rather than theoretical R&D.
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The essential standard for understanding global AI reality—focused on validated outcomes, not theoretical benchmarks.
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