Finland
MaintainingEuropeHigh income
Power #33 / 48Per-capita #11
Cognitive Power
27.5
of 100 · #33
CPI
27.5
CC
63.7
CDI
0.659
AIR
57.1
AIX
45.2
CRI
52.2
CM
53.3
CV
3.6%
Primary · absolute lens
Cognitive Power
27.5 · #33/48
Total national capacity — AI capital, compute, models & robotics. Strongest in semiconductor capability, researchers (total), economic mass.
Per-capita lens
Cognitive Coefficient
63.7 · #11/48
How deep infrastructure runs per person — rewards intensity, like GDP-per-capita or the HDI.
CC projection to 2040 — Baseline
All 8 scenarios →Monte-Carlo band (P10–P90) around the median path. Dashed = illustrative historical reconstruction.
Median (P50)P10–P90 bandReconstruction
Pillar profile
Insight engine
Finland ranks #11 of 48 on the Cognitive Coefficient (63.7/100), with a trajectory classified as Maintaining relative to the frontier. Its strongest pillars are data, digital literacy; the binding constraints are compute, ai adoption.
Risks
- Few acute risks at present; principal exposure is complacency as the frontier keeps moving.
Opportunities
- Largest headroom in Compute (35.5/100) — targeted investment compounds fastest here.
- Largest headroom in AI Adoption (38.9/100) — targeted investment compounds fastest here.
Recommended actions
- Prioritise the weakest pillar (Compute) to lift the geometric-mean development index (CDI).
- Convert access into utilization: workforce AI-skilling and agentic-workflow adoption.
- Broaden the base (education + data governance) to raise resilience and reduce concentration risk.
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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.