Brunei
GDP per capita to 2060, by scenario
Constant-rate scenario path; the 2060 endpoint levels are illustrative, not forecasts.
Factor profile
These economies supply copper, fuels, bauxite, iron ore, uranium and other inputs required for the build-out.
How this economy meets AI
Today’s production, workforce and automation baseline — context for the scenarios, outside the AGI Growth Index.
Where output comes from (% of GDP)
Where people work (% of employment)
Informal employment
Current automation exposure
Production and exports are resource-led. Direct workplace exposure may be limited, while global demand, commodity prices, extraction productivity and ownership of the resulting capital still transmit AI’s effects.
This country is not covered by the Global Automation Atlas’s public country file; its task-level exposure work for other countries is at automationatlas.org.
Sources: World Bank WDI; ILOSTAT; Global Automation Atlas (Garg, Crosta & Baier, 2026). The latest available year is shown for each measure; vintages differ, so shares may not sum to 100.
Where Brunei starts
Brunei enters the AGI era as a resource supplier, a small and wealthy state that sells the build-out fuel. Oil and gas make up 77% of its exports. At about $32,000 per person, it is high-income, but its economy is narrow. The scores show the shape. Demographics and migration score 4.5 out of 5, among the strongest anywhere, and AI diffusion capacity is 3.4, above the archetype norm. Its constraints are stark. Compute and energy access scores 1.1: Brunei has almost no data center capacity. Catch-up headroom is also 1.1, because a rich country has little cheap ground to make up. Ten-year trend growth is just 0.5% a year. The Hengyi refinery on Pulau Muara Besar and the Wawasan Brunei 2035 plan mark the effort to diversify beyond Brunei Shell Petroleum.
The three paths
These are simulations, not forecasts. The Modest path is the baseline, and the two AGI scenarios fork from it. Under the Modest scenario, AI stays a normal technology. Brunei would barely move: 0.6% growth a year, 148th of 157. Its narrow, fuel-based economy would drift near its current trend. Under Gradual takeoff, growth would build over two decades and reach 5.2% a year once AGI matures around 2045. That would lift Brunei to 124th. At that rate the economy doubles in about fourteen years. The gain would come from stronger world demand for the energy Brunei sells. Under Fast takeoff, growth would reach 6.2% a year from the early 2030s, a doubling in roughly twelve years, and Brunei would climb 20 places to 104th. A fast build-out would bid up fuel and power, giving a resource supplier a lift in its terms of trade — the price of its exports rising against its imports. But the rank stays low, because Brunei holds little of the compute a fast world rewards. Regulation and politics could slow or redirect any of these paths. How Bruneians and their leaders respond to transformative AI is a variable the model holds constant.
How you would know which world you are in
The three scenarios look almost the same until about 2030. So watch leading signals, not GDP, and check them live rather than trust any snapshot. Three global tells matter most. First, whether the METR task horizon curve keeps doubling every four to five months through 2027–28; METR publishes it at metr.org. Second, whether frontier lab revenue and capital spending keep compounding; Epoch AI tracks both at epoch.ai. Third, whether growth in the ten to twenty most-ready economies — the United States and China above all — breaks above trend in the early 2030s. Double-digit growth there within a couple of years of 2030 would point to a fast world. A point or two above trend by the mid-2030s would point to a gradual one. A fade back to trend would point to a modest one. Brunei's own signals would arrive sooner than the GDP data: new long-term LNG and gas contracts, firm power or interconnection deals with the data center clusters in Johor and Singapore, and the order books of the Hengyi petrochemical complex.
If growth goes explosive
For Brunei, explosive is a relative term, and its rates are modest. Even under Fast takeoff, 6.2% growth a year sits far below the frontier's 39.2% and the region's median of 16.1%. Against the United States, compounding many times faster, Brunei would slip behind. Against its own flat history, it would still be a real gain: the economy would double in about twelve years, where today it barely grows. The mix would tilt further toward energy, as gas and power feed a hungry build-out and the terms of trade move in Brunei's favor. Its small workforce, already topped up by foreign labor, would see wages rise as demand grows. Here is the honest risk. A commodity boom is not a development plan. If the rents are banked and not converted into owned capacity and new industries, they evaporate when demand shifts, leaving Brunei a price-taker in another power's chip and energy order. The hedge is to turn rents into assets it controls. Even a windfall would test the state, from the Brunei Investment Agency's allocation choices to the pace of permitting and a small civil service asked to steer a fast transition.
What Brunei can do now
Three levers follow from the scores, and two pay off whether or not AGI arrives. Start with the no-regret moves. The first is catch-up headroom, at 1.1. Stronger institutions, clearer property rights and more openness to trade, foreign investment and technology transfer would raise growth under every scenario, and cost nothing if the skeptics are right. The second is physical build speed, at 2.4. Faster permitting, pre-zoned industrial land and transmission built ahead of demand help under any path. The third lever is the bet. Compute and energy access, at 1.1, barely moves growth if AI stays ordinary, but under a fast takeoff it becomes Brunei's biggest lever. Brunei has cheap gas; the task is to package power, land and quick approvals to draw data center investment, alongside partner co-investment. Brunei can adapt a peer's move: Chile's National Lithium Strategy keeps the state a stakeholder and pushes the country up the value chain rather than exporting raw material. A cautious government can act on the two no-regret levers today and lose nothing. Open the atlas's policy editor to see how shifting these scores changes Brunei's path under each scenario.
Use the policy editor to test how different factor scores change Brunei’s modeled path. The roadmap builder below can then incorporate those targets into a 1,000-day planning prompt.
Drafted with Claude, Anthropic’s AI model, from the atlas’s data and an editorial template set by the author.
Create a 1000-day AGI and growth roadmap prompt
This prompt can be used with Claude, ChatGPT or an open-weight model hosted on your institution’s systems. It includes the atlas material for Brunei: the country brief, economic structure, region, archetype and global scenarios. It instructs the model to ask for local information, use existing strategies and the political calendar, and preserve the atlas’s interpretation rules. The prompt is assembled in your browser; the information entered here is not sent elsewhere.
1 · Read the brief → 2 · Set targets in the policy editor → 3 · Generate and copy the prompt → 4 · Run it with an approved model, with high reasoning effort and web access where permitted
Instructions are generated in the selected language; the data annex remains in English. Translations are machine-drafted, and corrections from native speakers are welcome through the contact links on the start page.