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Insights & Updates

Technical perspectives on AI deployment, benchmarking, and infrastructure intelligence.

Iceberg illustration: Provisioned Capacity above the waterline (visible — measured, marketed), Ghost Capacity™ below the waterline (hidden — unmeasured, unreported, unknown until now). The performance that's provisioned but never delivered in production.
Latest Post May 14, 2026

Something Is Wrong With Your AI Infrastructure. You Just Can’t See It Yet.

Compute is running. Power is being drawn. Billing cycles are accumulating. A portion of what you are paying for is delivering no economically useful work.

RunIQ Labs instrumented inference deployments across NVIDIA H100, A100, AMD MI300X, and AWS Inferentia2. Sustained runtime throughput diverged from benchmark expectations by as much as 39%. Ghost Capacity™ is not a theory — it is documented and measurable.

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Previous Posts

May 12, 2026

Introducing RunIQ Labs — Closing the AI Deployment Gap

Every layer of your AI stack is losing payload. Most organizations have never measured where. RunIQ Labs emerges from stealth as the independent measurement layer enterprise AI infrastructure was missing.

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