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Political economy / Ideas & institutions

Who gets to own
the future?

What if another year of work leaves a home further out of reach?

Growth widens opportunity when people can afford to enter. The test is whether a home, a viable business or a change of direction comes closer within reach.

2 November 2026 · About 27 min read

Listen to the summary

A woman draws a shared neighbourhood as people build in a workshop, learn around tables and walk along unfinished paths. Cobalt pencil lines connect the spaces.
The argument in 30 seconds
  1. Growth widens opportunity when people can afford to enter. Higher income and rising asset values do not necessarily make a home, a business or a new career more attainable.

  2. Security gives people room to take a risk. Savings, dependable services and protection against income loss can support change without preserving every incumbent position.

  3. Cheaper intelligence can lower the cost of trying. Whether the gains reach new entrants, workers and consumers depends on the remaining constraints, competition and who controls access.

Executive summary

Recovery and technological progress should leave more people able to build a life, not only raise the value of positions already held. Sri Lanka shows why restored national output can coexist with depleted household resources. Housing shows how additional income can be absorbed by a higher price of entry. Reform asks people to bear costs before uncertain gains arrive, making security and credible institutions part of the growth process. AI can lower the cost of acquiring capabilities and testing an idea, but it does not remove the need for customers, judgement, finance or physical infrastructure. The outcome depends on whether supply can expand, competitors can enter and people can withstand setbacks. The practical test is whether work and new capabilities bring a viable home, business or career closer within reach.

01

What resilience costs

A conversation here in Sri Lanka began with taxes. We were discussing the difference between an employee whose income is taxed before it reaches their bank account and a business owner who can deduct eligible expenses and carry forward permitted losses. There are sound reasons for that distinction: revenue is not profit.1 But the conversation led to a harder question. After years of keeping an economy going, what should people reasonably expect to be able to build?

An economy can recover while a household is still replacing the savings it used to survive. Wages can rise while the deposit needed for a home moves further out of reach. Technology can make work cheaper while leaving access to customers in the hands of the same few firms. Growth changes what people can earn and what they must pay to get started. Their freedom depends on the balance between the two.

That is the question behind ownership. Some people hold assets whose value rises as the future becomes more promising. Others must earn their way into that future at its new price. The rules governing entry, competition and protection against failure help determine how far apart those experiences become.

Sri Lanka makes the distinction between survival and advancement difficult to ignore. The Easter attacks of 2019 damaged tourism. The pandemic followed, then the economic crisis of 2022, default, shortages and inflation. External shocks exposed weaknesses that domestic decisions had helped create. The large tax cuts of 2019 left already fragile public finances less able to absorb what followed.2

Businesses kept operating and families found ways to manage. That resilience deserves recognition. It also has a cost. A business can survive by postponing investment or a hire. A household can draw on savings, cut consumption or borrow. Sri Lanka's official crisis survey records reduced spending and withdrawals from savings among the ways households coped.3 Some of what financed survival could otherwise have financed education, a better home or a business. The country keeps going, but part of its future has been spent getting through the present.

The World Bank's October 2026 assessment reports real GDP growth of 4.7% in the first half of the year. Output over four quarters had recovered to around its level in early 2018. Yet poverty was still estimated at 16.9% in 2025, compared with 11.5% before the crisis.4 A recovery in national output and a recovery in household prospects run on different clocks.

Inspect the evidence Recovery is measured on different clocks

What the evidence covers

The essay reports 4.7% real GDP growth in H1 2026, output around its early-2018 level, and a 16.9% poverty estimate for 2025.

Where it stops

Growth is H1 year-on-year. The output comparison is a rolling four-quarter sum indexed to Q1 2018. Poverty is a revised 2025 nowcast at $4.20 a day in 2021 PPP; its comparable 2019 estimate is 11.5%. These are different measures and periods.

How this essay uses it

The figures show why restored output is not enough to establish restored household prospects. They do not measure how much savings each household has rebuilt.

Source 4: citation and original links

Nor does returning to an earlier level restore the opportunities lost along the way. A firm that has rebuilt its balance sheet may be healthier than it was three years ago and smaller than it might otherwise have become. The lost investment is absent from both the business and the comparison with its starting point.

Figure 1

Security is made of more than property

Swipe across the diagram →

What keeps the next choice open?Illustrative resources · no values or relative weightsSecure accommodationProtection from a housing shockMore than an assetCash for the next bill.Insurance against a shock.Services for essential needs.Room to chooseWait · retrain · try againSecurity need not meanindividual ownership.A family home can provide shelter without becoming an asset one person can sell.

Select a stage, or follow the explanation.

1 / 3

Start with a secure place

A home can reduce vulnerability to a lost salary. That security is different from cash available to meet the next bill.

2 / 3

Look beneath the asset

Liquid savings, insurance and dependable public services can protect essentials when income falls. Their role is to preserve options through a setback.

3 / 3

Ask who can use the security

A family-owned home may protect the household without giving a young adult an asset they can sell or take elsewhere. Security and individual independence are different questions.

Conceptual map of household protection. Secure shelter, liquid savings, insurance and dependable services can protect choices when income falls. Household tenure does not establish debt-free individual ownership or transferable independence.

Stability gives people a chance to invest again. Continued inflation, shortages and uncertainty would consume more of that chance. The difficult question is how to restore public finances while preserving the capacity to build.

Between 2021 and 2024, Sri Lanka's primary balance, which excludes interest payments, improved by 7.9 percentage points of GDP. The adjustment involved higher taxes, reduced real public-sector wages and compressed public investment.5 These contributors to the fiscal adjustment leave different households under pressure and different assets available for future use.

Spending more is not sufficient either. The World Bank's review identifies weaknesses in selecting and delivering public investment. An unused allocation and an insufficient allocation can leave the same road unfinished, but they call for different remedies. The return on a tax payment depends partly on the state's ability to turn money into something useful.

That return includes shared services, protection against risks and payment of past obligations. It cannot be calculated as an equivalent service owed to each taxpayer. But people can reasonably ask whether comparable means face comparable enforcement, whether useful projects are delivered and whether today's adjustment leaves a stronger foundation for tomorrow.

A household's foundation is easier to see in its home. Sri Lanka's 2024 census found that 84.6% of occupied housing units were owned by a member of the household.6 That is a tenure measure, not a count of debt-free individual owners. It nevertheless directs attention to a form of security that income alone misses.

A modestly paid household with secure accommodation and little debt may have more room to withstand a lost salary than a higher earner with large monthly housing payments. The second household may enjoy more comfort. The first has fewer cash commitments to meet when something goes wrong.

Shelter still cannot pay an electricity bill. Nor does living in a family-owned home give a young adult an asset they can sell or take to another city. Security can belong to the household while independence remains out of reach for one of its members.

Ownership is one way to make essential needs less vulnerable to a setback. Secure renting, liquid savings, insurance and dependable public services can do some of that work too. Their value lies in the choices they keep open when income falls. A buffer buys time. It does not determine the price of the next step.

02

The price of getting ahead

Imagine saving an additional €5,000 during the year while the deposit required for the home you want rises by €10,000. Your wealth has increased. Holding everything else constant, your deposit shortfall has widened by €5,000. You have made financial progress and moved further from your goal.

Figure 2

A year of effort. Two moving amounts.

You are saving towards the same home. What matters is how much you add compared with how far its required deposit moves.

One year · hypothetical changes
What you add to savings€5,000
What the required deposit adds€10,000
€0€10,000€20,000
Change in your shortfall€5,000 wider

Your savings grow, but the required deposit grows faster. The same goal is further away.

Try a different year

The shortfall widens by €5,000.

Change in shortfall = deposit increase − additional savings. This shows the change in the gap, not the total deposit still required. A negative result means the gap narrows; it does not establish that the home is affordable.

What would make this a real route to a home?

A smaller deposit gap helps. It does not establish that repayments are manageable or that a suitable home is available. Changing the goal — a smaller home or a different location — also changes the life the savings were meant to support.

Hypothetical example from the essay. Additional savings of €5,000 against a €10,000 increase in the required deposit widen the shortfall by €5,000, holding everything else constant. This isolates the deposit; income, credit access and repayments also matter.

Choosing a smaller home or moving elsewhere might close the gap. But that means changing the goal, with consequences for space, travel or family life. It is different from reaching the original goal more easily. Economic progress has to be understood in relation to what the additional money will buy access to.

Someone already living in the neighbourhood faces another calculation. Their housing payments may remain manageable while the deposit needed to enter the market rises. Maintaining a position and acquiring it are different financial tasks. An improvement for settled households can coexist with a higher barrier for those trying to join them.

The owner's apparent gain needs care too. A higher house price increases equity, but borrowing against it adds a liability. Selling releases money, but the next home may have risen in price as well. Appreciation does more for someone able to sell without buying equivalent accommodation than for someone hoping to move to a larger home nearby.

These distinctions matter because ownership performs several economic jobs. A home supplies shelter and can serve as collateral. Shares provide a claim on future company profits. A business owner can create an asset by adding productive capacity. A landowner may gain because a desirable location has become harder to obtain. All can appear as growing wealth, although their consequences for the next entrant differ.

The roles also overlap. Workers hold pensions and own homes. Entrepreneurs can begin with little capital. The useful dividing line is between the claims people already hold and the terms on which they can acquire another one.

Supply helps determine those terms. If higher incomes encourage more homes to be built where people want to live, additional purchasing power can finance additional accommodation. If sites, infrastructure or permission cannot respond, more money competes for much the same stock. Part of the income gain can then become a higher price for access.

This is why making buyers richer and making housing more attainable need not be the same policy. Deposit support can help a constrained buyer. When it expands what many buyers can bid without expanding supply, sellers may receive part of the benefit.7 The result depends on which obstacle is removed and what remains scarce.

Restrictions can serve legitimate purposes. Infrastructure has limits; construction affects neighbours and the environment. The economic question is whether a restriction addresses those costs proportionately or preserves a valuable position by preventing others from entering. An existing owner may gain from both a better neighbourhood and fewer competing homes. A prospective resident bears the cost of exclusion without yet belonging to the neighbourhood making the decision.

Finance can open a route and raise its price at the same time. Easier borrowing helps a buyer with sufficient income but too little upfront cash. It does less for someone whose earnings cannot support the repayments. Expanding credit without distinguishing those problems risks increasing bids without making the resulting debt manageable.

Tighter credit offers no painless reversal. A lower property price is little help if the mortgage payment rises or the buyer loses their job. ECB researchers modelling quantitative easing in four large euro-area economies found that employment gains among poorer households reduced income inequality, while relative wealth inequality changed little.8 An account based only on rising asset prices misses that benefit. The relevant test is whether someone can obtain and sustain a position, not whether its advertised price has fallen.

There is another advantage an existing claim can confer: access to gains before they are realised. If investors expect a company to become more profitable, its shares can rise before the additional profits arrive. Interest rates and the return demanded for bearing risk also affect the price.9 Expectations can be wrong. But an existing holder may be able to sell the claim now, converting part of a hoped-for improvement into purchasing power.

The new buyer pays for that expectation. They still bear the risk that future profits will disappoint. Owning a successful company and buying its shares at any price are very different propositions.

A worker receives gains through another route. Greater demand for their skills, stronger bargaining power or competition among employers can lift pay. Some responses are quick; patent research has found nearly immediate gains for incumbent employees in its setting.10 Others take time or never reach a particular worker. Someone saving from wages must continue meeting today's expenses while waiting. For an existing asset owner, the future can arrive in today's price. For a worker, it may take years to arrive in their pay.

Figure 3

The future reaches claims and wages on different clocks

Swipe across the diagram →

Two routes from an expected improvementConceptual timing · not a common scale or a forecastAn existing claimIncome from workExpected profitsand discountingToday’s asset priceThe holder may sell now.Demand for skillsand bargaining powerPay may riseQuickly, later or not at all.Neither routeguaranteesa gain.Expectationscan be wrong.A new buyer pays today’s price and bears the risk that expected gains disappoint.

Conceptual timing, not measured delays. Asset prices can capitalise expected gains before profits arrive. Wages depend on demand and bargaining; some responses are quick, others delayed or absent. Expectations can be wrong.

This timing difference can alter who is able to buy the next opportunity. It also explains why higher income, greater wealth and an easier path forward should not be treated as interchangeable measures. A year of growth can improve one while leaving another unchanged. The price of entry is only part of what people see. The position reached by someone else is much more visible than the route that paid for it.

03

The lives we can see

A beautiful home reveals little about the finances behind it. Its owner may have saved for years, received help from family or borrowed heavily. Someone who knows only the owner's salary can mistake an inherited starting point for a reward available from similar work.

The same problem appears in a successful business. The result is visible. Failed attempts, outside support and years without income are harder to see. Copying the visible choices may do little for someone who lacks the conditions that made them possible.

Visibility itself can affect well-being. When Norway made already-public tax records much easier to search online, the relationship between income rank and reported happiness became stronger. Ricardo Perez-Truglia estimated an increase of 29% in that relationship.11 The result concerns the importance of relative income, not a 29% fall in happiness. It helps explain why learning more about other people's circumstances can change the experience of one's own.

Information can also open a route. Knowing what comparable workers earn may improve a pay negotiation. Understanding how a business found its customers can make success more reproducible. The useful discovery is how someone got there, including which resources were theirs to begin with.

Figure 4

The outcome is visible. The starting position is not.

Swipe across the diagram →

A visible result has an incomplete historyConceptual cutaway · possible supports, not a person’s balance sheetWhat we can seeA home. A business.A reported salary.The hidden starting pointSavings / borrowingSupport / failed attemptsYears without incomeThe better questionWhich conditionsmade it possible?Family help may matter.It cannot be inferredfrom appearance alone.Copying visible choices need not reproduce the resources behind them.

Conceptual cutaway. Savings, inheritance, borrowing, outside support and failed attempts can sit behind a visible home or business. The illustration attributes no particular resources to a real person.

But better perspective cannot close a real deposit shortfall. Comparison may reveal a material obstacle rather than create discontent from nothing. A person who earns more and still cannot establish an independent household has a problem that advice about expectations cannot solve.

Whether that frustration becomes a demand for government action depends partly on whom people hold responsible and whether they expect government to help.12 Promising a better destination is therefore only the beginning. People must believe the route is open to them and that they can bear the cost of taking it.

04

Who can afford to wait?

Imagine a government proposing to restructure an industry. New investment should create better opportunities, it argues, but some existing jobs will disappear before alternatives develop. For the country, this is a claim about future gains. For a worker in one of those jobs, it is a decision about next month's income.

Rent, food and school expenses continue during a job search. Savings might cover a short interruption but not several years. Borrowing postpones the pressure while adding another commitment to uncertain earnings. A promise of greater prosperity in five years has less practical value to someone who cannot get through the next five months.

Even the ability to wait does not settle the matter. New jobs may require different skills, appear elsewhere or pay less. The industry could become more productive while the worker loses permanently. Calling the loss a transition cost does not make it temporary.

The uncertainty is personal. Someone can believe a reform will benefit the country and reasonably doubt that it will benefit their household. Fernandez and Rodrik showed how uncertainty about individual gains and losses can obstruct a reform that produces gains overall.13 Repeating the aggregate benefit does not answer the household's calculation.

Resources affect what people can withstand, not simply what they want. A secure incumbent may resist losing protection from competition. A poorer entrant may welcome change because the existing arrangement offers so little. Neither consent nor opposition can be read directly from a bank balance.

Protection can still make a risk worth taking. A French unemployment-insurance reform insured unemployed people who started businesses and increased firm creation. Employment in those firms largely displaced jobs at incumbents, but the entrants were more productive.14 Insurance helped people enter and changed where work was done, with little change in total employment. Security need not arrive through property ownership to support enterprise.

Protecting a person and protecting an incumbent position are different choices. Income support can give someone time to find other work. Keeping an unproductive firm permanently insulated from competition can prevent others from finding an opening. A transition policy has to decide which of those things it is financing.

Figure 5

The household must get through the wait

Swipe across the diagram →

A household faces two timetablesConceptual sequence · no measured durationsEssential expensesContinue through the waitResources to draw onSavings / incomePossible supportNew opportunitiesUsable?Support can help bridge the wait. It cannot promise a suitable job.The work may pay less, require a move or never arrive.

Conceptual timing diagram, not measured durations. Living costs continue while opportunities develop. Support can extend the time available, but new work may be unsuitable, lower paid or absent; a transition loss need not be temporary.

It must also make its promises credible beyond the next election. The government may lose office before the gains arrive; a successor may abandon the policy. Meanwhile, the people facing losses know who they are. Some eventual beneficiaries may not yet know that they have a stake in the change.

Continuity is valuable when it allows useful work to accumulate. The World Bank's study of China's high-speed rail development identifies standardised designs, coordinated supply chains and sustained construction as factors that helped control costs.15 Equipment and expertise could be used repeatedly. That is an organisational achievement, more specific than simply having the power to keep building.

Building efficiently and choosing something worth building remain separate achievements. In its February 2026 assessment of China, the IMF identified property stress, local-government financing problems and declining returns from investment. It recommended shifting resources towards household consumption and addressing unsustainable financing obligations, alongside near-term fiscal support and later consolidation.16 The issue was the composition and timing of spending, not a blanket instruction to spend less.

An institution can become good at finishing what it starts and bad at admitting that the original case has changed. Contractors, lenders and officials may all have reasons to continue. The ability to sustain a good decision matters. So does the ability to correct a bad one.

Correction requires someone with both evidence and authority to act. In an experiment involving Indonesian village roads, increasing government audits reduced the gap between reported expenditure and independent engineers' cost estimates. Measures encouraging community participation had little average effect on that gap.17 An invitation to watch was less effective, on this measure, than a functioning check.

Elections provide one means of removing decision-makers. Courts, legislatures and public scrutiny can challenge conduct between elections.18 Their economic value depends on whether they expose failures and change decisions. A published target without a consequence for missing it can preserve the appearance of accountability while leaving control intact.

Figure 6

Useful commitments need a route back to the decision

Swipe across the diagram →

Build, inspect, then correct the routeConceptual institutional loop · no political-regime rankingCommitUseful plans anddurable fundingDeliverSkills and repeatable workInspectEvidence of costsand outcomesAuthority to revise or stopContinuity builds capability. Accountability keeps the original decision open to correction.

Conceptual institutional loop. Evidence, authority and consequences make correction possible. Continuity can accumulate expertise, but should not make a failed investment impossible to change.

For the worker facing restructuring, a credible promise would answer practical questions. Are replacement opportunities appearing? Is support reaching the people who need it? Who must respond if the plan fails? Asking for patience is easier than accepting responsibility for what the waiting costs.

The same test applies to the opportunities offered in return. Training is useful when it leads to skills someone needs. A business needs customers as well as startup finance. Protection gives people room to try; productive possibilities determine what there is to try for.

AI now promises to make some of those possibilities cheaper. The question is whether it lowers the cost of establishing a viable position, or mainly improves the returns to positions already held.

05

What happens when intelligence gets cheaper?

The price of achieving a given level of performance on AI tests has fallen sharply.19 The economic opening is larger than a cheaper way to complete existing work. Some problems may become worth solving for the first time. A task that once required more specialist effort than a small business could justify might finally pay for itself.

Whether that happens depends on the full cost of a usable result. Someone must connect the tool to reliable records, check its work and take responsibility when it fails. A subscription is only one part of that calculation.20

A software company's rollout in 2020–21 makes the opportunity concrete. Support agents, mostly in the Philippines, received suggestions drawn from previous interactions, which they could edit or ignore. A study of 5,172 agents estimated that issues resolved per hour rose 15% on average, and about 30% for less experienced and lower-skilled staff. The most experienced and highest-skilled agents gained little speed and lost some quality.21

Inspect the evidence Faster work is not yet a wage or profit result

What the evidence covers

The study estimates a 15% average rise in issues resolved per hour among 5,172 support agents; gains differed with experience and skill.

Where it stops

This was a staggered rollout at one anonymous firm, not random assignment. Complete financial costs and wage effects are not established. The learning evidence discussed next, based on outages, is noisy.

How this essay uses it

The result supports a route to better task performance in this setting. It does not establish a general wage gain, a net financial return or the same effect in every occupation.

Source 21: citation and original links

Expertise became available where it was needed, but access still had a price and a process. Three-hour training sessions preceded access; limited trainer capacity slowed rollout. A contractual seat limit eventually stopped new onboarding. The study also found suggestive evidence of learning that persisted without the tool.

Making knowledge easier to reproduce changes who can perform a task well. It leaves a separate question about who controls the conditions of its use.

Figure 7

A cheap answer still has to become a usable result

Swipe across the diagram →

From tool access to work someone can useConceptual production process · no measured cost sharesObtain an outputA cheaper draft or answercan make a task worth trying.Make it reliableRecords · checks · integrationSomeone owns the errors.Compare valueTime / errors savedor customer valueagainst full costsA subscription is one input. A viable capability is the completed system.

Select a stage, or follow the explanation.

1 / 3

Make an attempt affordable

Cheaper assistance can bring a task within reach. A draft, an answer or a design is still an input to the work that must be completed.

2 / 3

Connect it to a working process

Records must be usable, outputs checked and mistakes corrected. Integration and responsibility remain real work even when the answer is inexpensive.

3 / 3

Complete the economic test

For an internal workflow, time and errors saved must exceed the full cost. For a product or service, customers must value the result enough to cover the remaining costs. Cheap advice does not guarantee a good experiment.

Conceptual workflow. Tool access still requires reliable records, checks, maintenance and responsibility. For an internal task, time and errors saved must justify the full cost. For a business offering, customer value must support viable revenue. No return estimate or observed company outcome is implied.

This is where a productivity result becomes a distributional question. Faster resolution might improve service, reduce staffing needs or allow the company to serve more customers. Pay depends on the alternatives employees can command and how the gains are shared. A tool can make a worker better at the job without making the worker more valuable in the labour market if it also enables many others to do the same work.

There is a related problem at the first rung of a career. IMF research identifies employment risks for younger workers in occupations where AI exposure is high and opportunities to work alongside it are lower.22 One possible mechanism is the removal of routine work through which beginners learn. If firms automate that work and recruit fewer juniors, learning may become faster for the people admitted while fewer people get in. The support study gives reason for optimism about the former; it does not resolve the latter. Better tools for learning do not, on their own, keep the door open.

The opportunity for smaller businesses is nevertheless substantial. Consider a firm that cannot justify commissioning a system to reconcile orders with stock records. If AI assistance reduces the cost of building and maintaining one enough, the firm may obtain a capability previously beyond its scale. Checking quantities, approving changes and correcting bad records remain real work. The gain exists when the time and errors saved exceed those costs.

The same threshold applies to a product or service. A lower fixed cost means fewer sales may be needed to recover the initial investment. An experiment that required a large commitment can become affordable to someone with less capital. That is a route from cheaper intelligence to wider entry, provided customers value the result enough to cover the remaining costs.

Judgment remains part of those costs. In a Kenyan trial, access to an AI business adviser produced no detectable average improvement in revenues and profits; initially weaker businesses did worse.23 Choosing which advice to implement is harder than obtaining an answer. Cheap expertise can make an experiment affordable without making it a good experiment.

Employment depends on what happens next. A company that needs fewer staff hours per customer needs fewer hours for the same output. Lower prices or better service might bring enough additional demand to offset the saving. Growth could also come at a rival's expense. Customers may spend their savings elsewhere, creating demand in other activities, but those jobs need not reach the people displaced.24 The conditions that make a business more productive and those that expand employment are different.

Nor do digital gains remove physical requirements. A robot needs components, power, maintenance and a place in a working process. A data centre needs a grid connection as well as chips. The International Energy Agency expects data-centre electricity demand to rise substantially, with grid and equipment constraints shaping how quickly capacity can be delivered.25 More efficient models can ease those constraints; investment can expand supply. Their importance depends on how quickly supply responds relative to demand.

Housing makes the distributional consequence especially clear. Suppose AI sharply reduces the cost of architectural design. More households can explore layouts and obtain plans. That is a real gain. Its effect on the price of a completed home may still be small because land, finance, permission, materials and construction remain necessary.

If cheaper design encourages more people to build while suitable sites and permissions remain limited, some of the saving can be bid into the price of those scarce rights. The technology improves, but the holder of a different asset receives part of the benefit. Cheap plans alone do not raise land values; the effect requires additional demand meeting a constrained supply. AI could make designing the home cheaper long before it makes the home itself cheaper.

Inspect the evidence A mechanism to test, not a measured land-price effect

What the evidence covers

The cited growth framework discusses essential inputs that are hard to improve. The housing example applies that reasoning to cheaper design and constrained sites.

Where it stops

The source does not estimate how much AI savings are capitalised into land, or forecast investment returns. The example requires additional demand meeting constrained supply.

How this essay uses it

Cheaper plans alone do not establish higher land values. Supply response and competition determine whether savings can instead reach the household.

Source 26: citation and original links

There is also a route through to the buyer. When sites and infrastructure are available and builders can expand, lower costs can support more construction. Competition can carry savings into prices, quality or choice. A household can then benefit without owning the technology, the building firm or the land in advance.

Who keeps a saving depends partly on who can prevent the next person from offering an alternative. That power may sit in distribution, essential data or access to infrastructure. If a business saves on production but must still pass through a gatekeeper to reach its customers, cheaper production does not remove the gatekeeper's position. If customers and suppliers can switch, and competitors can enter, keeping the entire saving becomes harder.

Temporary scarcity is less powerful than durable control. Capacity can expand, substitutes can improve and yesterday's bottleneck can become tomorrow's excess investment. Identifying a scarce input is therefore not enough to establish a lasting source of exceptional returns.26 The important question is what prevents a response.

Figure 8

Who keeps the saving depends on what can respond

Swipe across the diagram →

AI lowers the cost of designTwo conditional routes to a completed homeSupply can respondAccess stays constrainedSites + infrastructure + buildersLimited sites or permissionsMore homes can be deliveredIf cheaper plans add demand…Competition can pass savings on…some saving may reach ownersLower prices or better quality / choiceof the scarce rightsCheaper design alone does not establish higher land prices.

Conditional mechanisms from the essay, not estimated shares of gains. Cheaper AI-assisted design can benefit households; constrained sites or permissions may absorb part of the saving only if additional demand meets limited supply. Competition and expanding supply can carry gains through.

For a Sri Lankan business, access to AI can lower the cost of serving a foreign market without securing a place in it. Translation may make an enquiry easier to understand. Software may make a small order economical to process. Trust, product specifications, working capital and delivery still determine whether the sale can be completed.27

Countries need not build the most advanced models to benefit from adopting and adapting them.28 But the local complements matter. Dependable electricity, usable records and people able to judge an output can determine whether an inexpensive tool becomes a productive capability. The practical task is to identify the obstacle that remains after the technology becomes available.

Foreign competitors can use similar tools. A supplier may need to improve simply to retain its customers, while buyers receive better service and margins narrow. Payments to overseas technology providers may also send part of the revenue elsewhere. Local users can still gain. The benefits from using a technology and the profits from supplying it are different claims.

The hopeful possibility is that more people can test an idea before committing resources they cannot afford to lose. Someone who understands a product or a customer may no longer need to assemble every capability in-house before starting. When the business can reach demand, deliver reliably and retain enough value to continue, cheaper intelligence has widened the opportunity to build.

THE TEST

What would strengthen or weaken this view?

The case for wider opportunity strengthens when lower costs translate into viable entry. In housing, the test is whether a household can obtain and sustain accommodation, including the deposit, repayments and income risk. In business, it is whether a new capability helps a firm reach customers and cover the full cost of delivery. A cheaper input is an opening; the completed outcome is the test.

The concern about gains being captured by existing owners would weaken if competition and supply consistently carried the gains through. More construction, new suppliers and better alternatives can reduce the power of existing owners or gatekeepers. Conversely, higher output alongside persistent barriers to housing, business formation or first jobs would weaken the claim that progress is broadening access.

Transition support should be judged by both the security it provides and the routes it opens. The questions are whether support reaches affected people, whether replacement opportunities become usable and whether institutions correct plans that fail. These are tests of the mechanisms in this essay, not numerical forecasts or a claim that every individual loss will be temporary.

06

A future people can enter

The conversation in Sri Lanka began with what people pay. It led to what their effort makes possible. Stability is part of the return, as are services and protection that households cannot readily provide for themselves. But recovering the means to survive is an incomplete answer to someone hoping to build a life.

Who gets to own the future? Existing owners can gain when expectations are capitalised into today's prices. Those who control scarce access can capture part of a saving made elsewhere. Entrants gain when lower costs are accompanied by a workable route to customers, housing or employment. Workers gain when demand for their contribution or their bargaining position improves. Consumers can gain through competition without owning any of the assets involved.

These outcomes depend on decisions. Permission to build affects whether additional purchasing power finances homes or bids up sites. Protection against failure affects who can afford to try. Accountability affects whether a failed investment is corrected or its costs are passed on to people with little power to object.

One distinction runs through these choices: rewarding the creation of useful capacity serves a different purpose from preserving the value of a position by keeping others out. The boundary is not always simple. Investment needs a prospect of return; restrictions can protect legitimate interests. But an existing owner's gain cannot, by itself, establish that the arrangement serves those trying to enter.

The test should be close to ordinary life. Does another year of work bring a home within reach? Can a business use a new capability to earn enough to continue? Can a worker change direction without putting the household's essential needs at risk? Greater output helps make those things possible. Its value depends on the routes through which people can claim a share.

That gives public policy a demanding task. It must protect people without freezing every existing position, enable investment without treating every increase in asset prices as a productive achievement, and make commitments durable enough to rely on without placing them beyond correction.

We should expect recovery and technological progress to leave more people able to make consequential choices of their own. The answer to the tax conversation cannot end with a country that has survived, or a market that has risen. People should not have to own the right assets in advance to benefit from what comes next.

Evidence / definitions / limits

Source notes

Research and source notes retained from the author’s verified final manuscript. This edition adds editorial framing and illustrative exhibits; it does not refresh the research.

  1. 1. Inland Revenue Act, consolidated March 2025, sections 10–11, 19 and 83A; 2026 amendment. Deductions and loss relief are subject to statutory restrictions.

  2. 2. IMF, Sri Lanka 2021 Article IV assessment, background; DCS, National Accounts 2019, p.32; World Bank, Sri Lanka Development Update, April 2023, executive summary, p.vi. The tax cuts aggravated vulnerability; they were not the sole cause of the crisis.

  3. 3. DCS, Household Survey on Impact of Economic Crisis 2023, pp.4–6, especially Graph 4.5. The survey records household coping, not the investments that would otherwise have occurred or the separate effects of fiscal adjustment.

  4. 4. World Bank, Sri Lanka Development Update, October 2026, pp.19–20 and Figure 1.2; poverty methodology FAQ, p.1. Growth is H1 year-on-year. The output comparison uses a rolling four-quarter sum indexed to Q1 2018. Poverty is a revised 2025 nowcast at $4.20/day in 2021 PPP; the comparable 2019 estimate is 11.5%.

  5. 5. World Bank, Sri Lanka Public Finance Review, 2025, pp.20, 55, 62–64 and 73–74. The primary balance moved from −5.7% to +2.2% of GDP. This is a change in an annual balance, not cumulative taxes. Real-wage compression partly reflects inflation exceeding nominal increases; capital-budget execution also constrained investment.

  6. 6. DCS, Census of Population and Housing 2024, Tables 11.4–11.5, printed pp.187–188. The denominator is occupied housing units. Tenure does not establish mortgage debt, liquidity or individual control.

  7. 7. Bank of England, monetary-policy transmission, §§2–3; original staff analysis of mortgage credit and ownership; Mortgage borrowing constraints and the local consumption multiplier, March 2026 version. Broad credit expansion and targeted deposit relief can have different effects. The deposit example is hypothetical; the planning discussion states conditional mechanisms, not findings about a particular authority.

  8. 8. Lenza and Slacalek, ECB Working Paper 2190, nontechnical summary and conclusion. The estimates combine a macroeconomic model and household simulation for France, Germany, Italy and Spain. They do not establish a universal distributional effect of monetary easing.

  9. 9. Campbell and Shiller, Stock Prices, Earnings, and Expected Dividends. The present-value framework links valuations to expected cash flows and discounting. A price change need not represent realised productivity or a correct expectation.

  10. 10. Kline and co-authors, Who Profits from Patents?, §VI.A. Incumbent wages responded nearly immediately to valuable patent allowances in this setting; entry wages behaved differently. Wage delay is a possibility, not a general law.

  11. 11. Perez-Truglia, The Effects of Income Transparency on Well-Being (2020), pp.1019–1021 and results. The 29% concerns the happiness–income-rank gradient. Easier access to reported income is distinct from selective social-media exposure.

  12. 12. Alesina, Stantcheva and Teso, Intergenerational Mobility and Preferences for Redistribution (2018), §IV and Table 6; Kuziemko and co-authors, How Elastic Are Preferences for Redistribution? (2015), published abstract. Information changed beliefs without equivalent changes in policy preferences.

  13. 13. Fernandez and Rodrik, Resistance to Reform (1991), theoretical model. Uncertainty about individual gains and losses can create resistance despite aggregate gains.

  14. 14. Hombert and co-authors, Can Unemployment Insurance Spur Entrepreneurial Activity? (2020), published abstract. Entrant employment displaced incumbent employment almost one-for-one; entrants were more productive. The reform insured unemployed people starting businesses.

  15. 15. World Bank, China’s High-Speed Rail Development (2019), Chapter 4, printed pp.39–40. Standardisation and sustained activity helped lower construction costs. The case does not identify political regime as the cause or establish that every line was worth building.

  16. 16. IMF, China 2025 Article IV Consultation, Country Report 26/044, paragraphs 33–34, 66–69 and 83–90, especially 86 and 90. The February 2026 report recommends near-term support until durable reflation, followed by consolidation, alongside a change in spending composition.

  17. 17. Olken, Monitoring Corruption: Evidence from a Field Experiment in Indonesia (2007), abstract and pp.220–229. Randomised audits reduced reported-versus-engineering expenditure discrepancies. This is a narrow measure; possible substitution into other forms of favouritism limits broader conclusions.

  18. 18. Ferraz and Finan, Electoral Accountability and Corruption, §§5–7; published in the American Economic Review in 2011. Brazilian audit evidence associates reelection eligibility with lower misappropriation; eligibility was not randomly assigned.

  19. 19. Epoch AI, The plunging price of thought (22 September 2026), Results and Table 1. The study estimates an average quarterly price decline of 47% across five benchmarks whose data begin in 2023. Benchmark performance is not complete business delivery.

  20. 20. OECD, Empowering SMEs in the age of AI (2026), executive summary and pp.25–27. A non-representative survey of over 2,000 SMEs in 12 countries identifies organisational constraints. Some questions concern digital adoption more broadly, not AI-specific costs.

  21. 21. Brynjolfsson, Li and Raymond, Generative AI at Work (2025), §§III–IV, V.B and VI.B. Staggered rollout at an anonymous firm, not random assignment. Outage-based learning evidence is noisy. Complete financial costs and wage effects are not established.

  22. 22. IMF staff, Bridging Skill Gaps for the Future (January 2026), pp.18–20, Figures 8–9 and footnotes 15–16. The association concerns local AI-skill diffusion and occupations with high exposure and low complementarity. Training-pipeline damage is a possible mechanism, not a measured outcome.

  23. 23. Otis and co-authors, The Uneven Impact of Generative AI on Entrepreneurial Performance (2026), abstract and introduction. Randomised access to a GPT-4 adviser among 640 Kenyan entrepreneurs in 2023; outcomes were self-reported. The average estimate was statistically indistinguishable from zero, with adverse results among initially weaker firms.

  24. 24. Humlum and Vestergaard, Still Waters, Rapid Currents (March 2026) finds no detectable early differential earnings or recorded-hours effects in Denmark. Dauth and co-authors, The Adjustment of Labor Markets to Robots and Acemoglu and Restrepo, Robots and Jobs (2020) show different historical employment adjustments. Acemoglu, The Simple Macroeconomics of AI (2024) explains why aggregate effects depend on affected tasks and net savings. These results do not supply a common AI employment forecast.

  25. 25. IEA, Key Questions on Energy and AI (April 2026), executive summary. Its central projection for all data centres rises from an estimated 485 TWh in 2025 to 950 TWh in 2030. Grid connections and equipment constrain delivery. The projection is not a guaranteed outcome.

  26. 26. Aghion, Jones and Jones, Artificial Intelligence and Economic Growth (2019), §9.4.2, discusses hard-to-improve essential inputs. The housing and profit-allocation examples are conditional economic reasoning, not estimates of AI savings capitalising into land or forecasts of investment returns.

  27. 27. Brynjolfsson, Hui and Liu, Does Machine Translation Affect International Trade?, author-lab working-paper abstract. Improved translation increased exports in a digital-platform setting. The Sri Lankan business discussion is conditional; it does not report an observed firm outcome or a net global-demand effect.

  28. 28. World Bank, World Development Report 2026: The Promise of Artificial Intelligence, official key messages and chapter summaries. Its adopt/adapt/advance framework identifies local complements. This is not an estimate of realised national productivity gains.