CognitiveAristocracy
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Comparison report — Ann Arbor

A detailed read across 1 metros, with every index and a per-item analysis. Model outputs & scenario estimates — not predictions.

Economic & scale context

MeasureAnn Arbor
GDP$30bn
GDP / capita$81k
Population0.4M
AI investment$3.0bn

All indices, side by side

Best value in each row highlighted. Hover an index name for its definition.

IndexAnn Arbor
MPI22.1
MCC59.0
MDI54.5
Talent62.8
Capital36.9
Research70.6
Infrastructure70.1
Agentic54.5

Per-item analysis

Ann Arbor

Ann Arbor is the #152 metro by economic size ($30bn) in the panel and ranks #155/162 on absolute Metro Power and #24/162 on per-capita intensity. Its strongest pillar is Research (70.6, Leading); no single pillar is a binding weakness. Locally it runs below the United States national average (MCC 59.0 vs CC 86.7).

Strengths

  • Research (70.6, Leading) — a strong research base feeding a pipeline of ideas and people.
  • Talent (62.8, Leading) — a deep talent pool — the scarcest input to building AI.
  • Agentic (54.5, Strong) — agents are actively deployed — an early-mover productivity edge.

Risk factors

  • Depth without scale — high per-capita intensity (MCC #24) but limited absolute weight (MPI #155): dense per resident, but small in total.
These are model outputs and scenarios, not forecasts of actual outcomes. This platform measures access to, utilization of, and leverage from cognitive infrastructure — not intelligence. No causality or certainty is claimed.