CognitiveCoefficient
Overview / Rankings / Singapore

Singapore

AdvancingAsia-PacificHigh income Power #14 / 48Per-capita #3
Cognitive Power
40.2
of 100 · #14
CPI
40.2
CC
71.9
CDI
0.701
AIR
66.3
AIX
61.0
CRI
63.0
CM
67.6
CV
4.0%
Primary · absolute lens

Cognitive Power

40.2 · #14/48

Total national capacity — AI capital, compute, models & robotics. Strongest in semiconductor capability, compute capacity, ai capital.

Per-capita lens

Cognitive Coefficient

71.9 · #3/48

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

Singapore ranks #3 of 48 on the Cognitive Coefficient (71.9/100), with a trajectory classified as Advancing relative to the frontier. Its strongest pillars are data, digital literacy; the binding constraints are compute, knowledge infrastructure.

Risks

  • Few acute risks at present; principal exposure is complacency as the frontier keeps moving.

Opportunities

  • Largest headroom in Compute (50.6/100) — targeted investment compounds fastest here.
  • Largest headroom in Knowledge Infrastructure (55.4/100) — targeted investment compounds fastest here.
  • High momentum: current investment and pipeline favour accelerating returns if sustained.

Recommended actions

  • Prioritise the weakest pillar (Compute) to lift the geometric-mean development index (CDI).
  • 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.

Pillars

AI Access70.4
AI Adoption62.0
Compute50.6
Data94.9
Education88.6
Digital Literacy90.9
Innovation62.2
Knowledge Infrastructure55.4

Nearest peers

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