Lens
Gradual: Broad automation and transformative growth · AGI ~2040
Growth as of

· North America · Gradual lens

North America

Frontier capability concentrated in the United States. 2 countries, 384 million people and $33.1T of GDP in 2025, seen through the Gradual scenario.

Growth · from 2040
14.9%
GDP-weighted · rank 1 of 11
Average index
78.9
world average 54.9
GDP 2045 vs no-AI
×2.9
sum of the country paths
Best positioned
United States
14.9% a year · 2 of 2 above the world median (6.9%)

The 2060 outlook

The United States begins the AGI period with roughly 80% of tracked frontier training compute, the leading laboratories and the deepest capital markets. It ranks first under every scenario. Its main constraints are physical and domestic: grid connections, permitting and transmission determine how much frontier capacity can be built in the country. Over the next twenty years, growth in power demand is likely to exceed the historical rate of grid expansion, increasing the role of gigawatt campuses, on-site generation and, later in the period, new nuclear capacity. Canada shares the market, alliance relationships and language. It also has energy, land and minerals required for construction, but little frontier capacity of its own, leaving its modeled ceiling below that of the United States. Under any AGI scenario, North America has substantial influence over the standards and access arrangements used elsewhere.

Where the region falls

Every country in the world on one growth axis, North America’s in color with its GDP-weighted average marked, one row per scenario (post-AGI rates; for Modest, the peak). Hover a dot for the country; click to open it.

-5%5%15%25%Modestpeak rates, 20352 countries · rank 6/112.9%GDP-weightedGradualrates from 20402 countries · rank 1/1114.9%GDP-weightedFastrates from 20302 countries · rank 1/1129.5%GDP-weighted
North America rest of the world region, GDP-weighted average world median country
Reading the numbers. Under Gradual, North America’s 2 countries grow from 2040 at between 14.2% (Canada) and 14.9% (United States) a year. Weighted by GDP, the region grows 14.9% from 2040, rank 1 of 11, and its 2045 economy is 2.9 times what it would be without AI. For comparison, from 2040: China at 13.9%, Malaysia (upper middle-income) at 12.3%; North America’s GDP-weighted 14.9% outgrows all of them.

Factor profile

The region’s average score on the nine complements against the world average (1–5).

ComputeGeopoliticsDiffusionLanguageBuildCatch-upDemographicsCyberClimate
North AmericaWorld average

Strengths, gaps and levers

Relative to the world average, and weighted by how much the Gradual lens counts each factor.

Strongest: Compute & Energy Access (4.1 vs 1.6) · Language Inclusion (4.9 vs 3.0).

Weakest: Catch-up Headroom (1.5 vs 3.0).

Compute & Energy Accessscore 4.1 · weight 15%

Fast-track grid interconnection and new generation (incl. nuclear, gas, renewables + storage).

Physical Build Speedscore 3.9 · weight 11%

Reform permitting: statutory shot clocks, one-stop approvals, limits on litigation delay.

Demographics & Migrationscore 3.9 · weight 11%

Skilled-migration and talent-attraction visas.

These are the three factors, among those a government can move, where a higher regional score would lift the index most under Gradual, ranked by (5 − score) × weight. Catch-up headroom and language coverage are left out as structural. Test the effect for any country in the .

The countries

Ranked by growth under Gradual (click Modest, Gradual or Fast to rank by that scenario; for Modest, its 2035 peak), GDP in 2045 against the no-AI path, and the pre-AI trend. Click a column to re-sort, a country for its profile and brief.

CountryArchetypeIncome groupIndex · rankModestGradual ▾Fast×2045Trend
United StatesFrontier superpowersHigh79.8#12.9%14.9%29.9%×2.92.4%
CanadaHigh-trust diffusersHigh77.9#22.5%14.2%24.4%×2.92.0%

North America to 2060, against the other regions

GDP per person under Gradual: North America in color, the other ten regions in gray (hover to name them), and North America’s no-AI path dashed. Log scale, so a constant growth rate is a straight line and the change at the AGI year is visible. Transitional paths, not steady-state forecasts: compare timing and gaps rather than the 2060 levels.

$1k$10k$100k$1.0M$10.0M20252030203520402045205020552060AGI 2040
East AsiaOceaniaSouth AsiaEuropeSoutheast AsiaMENALatin AmericaEurasiaSub-Saharan AfricaCaribbeanNorth America · Gradualdashed = no AI

North America among the regions

All eleven regions ranked by GDP-weighted growth from 2040 under Gradual, with the other two lenses as ticks. Click another region to open it.

0%5%10%15%20%25%30%North America2 countries · $33.1T14.9%East Asia7 countries · $27.2T13.1%Oceania5 countries · $2.1T12.3%South Asia6 countries · $5.0T10.8%Europe39 countries · $27.3T10.5%Southeast Asia11 countries · $4.3T10.2%MENA14 countries · $5.8T9.3%Latin America20 countries · $6.9T8.3%Eurasia8 countries · $3.2T7.1%Sub-Saharan Africa40 countries · $2.1T5.7%Caribbean5 countries · $105B3.0%
Gradual · GDP-weighted growth rates from 2040 Modest · peak rates, 2035 Fast · rates from 2030hover for values · click a region to open it