CognitiveAristocracy
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United Kingdom

MaintainingEuropeHigh income Power #6 / 50Per-capita #4
Cognitive Power
57.8
of 100 · #6
CPI
57.8
CC
70.1
ADI
72.1
CDI
0.711
AIR
69.0
AIX
57.5
CRI
63.8
CM
60.0
CV
3.7%
Primary · absolute lens

Cognitive Power

57.8 · #6/50

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

Per-capita lens

Cognitive Coefficient

70.1 · #4/50

How deep infrastructure runs per person — rewards intensity, like GDP-per-capita or the HDI.

Agentic Deployment Index — the army of agents

United Kingdom's agentic capacity

72.1
ADI · #4/50

How many capable, autonomous agents this society can field, how intelligent they are, and what they are permitted to do — across citizens, business and government. An automated army of agentic problem-solvers may be the single clearest near-term lever of cognitive advantage.

Agent capability (intelligence)82.0
Access — citizens70.0
Autonomy & reach (what agents can do)78.0
Business deployment60.0
Government deployment64.0

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

Country report · generated from United Kingdom's indices & economy

United Kingdom — cognitive standing in full

United Kingdom is the world's #5 economy by GDP ($4,003bn) and ranks #6/50 on absolute Cognitive Power and #4/50 on per-capita intensity. Its standout strength is Cognitive Development Index (0.711, Leading); its trajectory is Maintaining — holding position but not compounding an advantage. It carries no single binding weakness across the headline indices.

Economic & scale context

The economic base AI capacity is built on — and how its scale interacts with the cognitive indices.

GDP (total)
$4,003bn
#5 of 50
GDP / capita
$64,606
High income · PPP
Population
70M
AI investment
$28.0bn
#3 globally
R&D intensity
2.90%
of GDP

Index-by-index read

For each index: what it means when high (the value) versus low (the risk), and United Kingdom's own standing.

IndexValueStandingWhat a high vs low value means — and where United Kingdom sits
CPI Cognitive Power Index57.8Strong · #6/50High here — great-power scale: the country can shape the frontier, attract capital and talent, and set standards others follow.
▲ high: great-power scale: the country can shape the frontier, attract capital and talent, and set standards others follow  ·  ▼ low: limited absolute weight: a price-taker that depends on capacity built elsewhere
CC Cognitive Coefficient70.1Leading · #4/50High here — deep capability per person: broad productivity gains and a well-equipped workforce.
▲ high: deep capability per person: broad productivity gains and a well-equipped workforce  ·  ▼ low: thin per-person depth: gains stay concentrated and most of the workforce is under-equipped
ADI Agentic Deployment Index72.1Leading · #4/50High here — an automated-agent workforce multiplier is already in place across society.
▲ high: an automated-agent workforce multiplier is already in place across society  ·  ▼ low: agents are under-deployed — the clearest near-term productivity lever is being left on the table
CDI Cognitive Development Index0.711Leading · #3/50High here — broad, balanced development with no single dimension dragging it down.
▲ high: broad, balanced development with no single dimension dragging it down  ·  ▼ low: imbalance or underdevelopment — at least one dimension is a binding weakness
AIR AI Readiness69.0Strong · #7/50High here — institutions and infrastructure are ready to convert capability into real deployment.
▲ high: institutions and infrastructure are ready to convert capability into real deployment  ·  ▼ low: governance, data or infrastructure gaps will slow how fast AI can actually be used
AIX Augmentation Index57.5Strong · #6/50High here — AI is actively in use across the workforce, so capability is being turned into value.
▲ high: AI is actively in use across the workforce, so capability is being turned into value  ·  ▼ low: access without adoption — the tools exist but are under-used, so the value is unrealised
CRI Cognitive Resilience Index63.8Leading · #3/50High here — strategic autonomy: a broad home-grown base that is hard to cut off or coerce.
▲ high: strategic autonomy: a broad home-grown base that is hard to cut off or coerce  ·  ▼ low: dependency risk: heavy reliance on frontier infrastructure others control — a strategic vulnerability
CM Cognitive Momentum60.0Strong · #6/50High here — investment and pipeline favour sustained improvement — today's position is likely to compound.
▲ high: investment and pipeline favour sustained improvement — today's position is likely to compound  ·  ▼ low: a weak pipeline — the current position may stall or erode without new investment
CV Cognitive Velocity3.7%Strong · #8/50High here — improving quickly relative to a moving frontier.
▲ high: improving quickly relative to a moving frontier  ·  ▼ low: slow improvement — at risk of drifting backwards in relative terms as the frontier advances

Trajectory & growth potential

Trajectory & growth potential

Maintaining

United Kingdom's trajectory is Maintaining — holding position but not compounding an advantage. Risk: the frontier keeps moving, so standing still means slow relative decline. A stable base, but it needs fresh momentum to avoid drifting back.

Momentum (CM): 60.0 #6/50 Velocity (CV): 3.7% #8/50 Closing the gap: -0.86 pts/yr vs the frontier Projected CC by 2040: 91.7 (now 70.1, P50 · scenario not forecast)

Strengths to build on

  • Cognitive Development Index (0.711, Leading) — broad, balanced development with no single dimension dragging it down.
  • Cognitive Resilience Index (63.8, Leading) — strategic autonomy: a broad home-grown base that is hard to cut off or coerce.
  • Cognitive Coefficient (70.1, Leading) — deep capability per person: broad productivity gains and a well-equipped workforce.

Risk factors

  • Relative trajectory — Maintaining: Risk: the frontier keeps moving, so standing still means slow relative decline. A stable base, but it needs fresh momentum to avoid drifting back.

Recommended priorities

  • Prioritise the weakest pillar (AI Adoption) to lift the geometric-mean development index (CDI).
  • Broaden the base (education + data governance) to raise resilience and reduce concentration risk.
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 Access73.2
AI Adoption47.3
Compute53.0
Data89.1
Education68.1
Digital Literacy81.5
Innovation67.7
Knowledge Infrastructure68.9
Agentic Deployment81.6