CognitiveCoefficient
Overview / Rankings / Indonesia

Indonesia

Falling behindAsia-PacificLower-middle income Power #32 / 48Per-capita #44
Cognitive Power
28.4
of 100 · #32
CPI
28.4
CC
23.7
CDI
0.232
AIR
20.0
AIX
12.7
CRI
20.3
CM
20.9
CV
2.8%
Primary · absolute lens

Cognitive Power

28.4 · #32/48

Total national capacity — AI capital, compute, models & robotics. Strongest in economic mass, researchers (total), research output (total).

Per-capita lens

Cognitive Coefficient

23.7 · #44/48

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

Indonesia ranks #44 of 48 on the Cognitive Coefficient (23.7/100), with a trajectory classified as Falling behind relative to the frontier. Its strongest pillars are ai access, education; the binding constraints are ai adoption, knowledge infrastructure.

Risks

  • Low cognitive resilience: heavy reliance on externally-controlled frontier infrastructure.
  • Relative position is eroding — growth pace trails the frontier, widening the gap.

Opportunities

  • Largest headroom in AI Adoption (11.4/100) — targeted investment compounds fastest here.
  • Largest headroom in Knowledge Infrastructure (17.7/100) — targeted investment compounds fastest here.

Recommended actions

  • Prioritise the weakest pillar (AI Adoption) 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.

Pillars

AI Access36.3
AI Adoption11.4
Compute21.3
Data23.6
Education30.0
Digital Literacy30.0
Innovation19.3
Knowledge Infrastructure17.7

Nearest peers

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