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Your grocery bill is lower, but are you actually richer?

Imagine government announces tomorrow that your grocery bill will decrease by 10%. You would probably celebrate. Now, imagine government adds that it will collect that difference through your taxes, your pension fund, or a future bailout. Are you still feeling richer?

This is the uncomfortable question behind many promises to fix the cost of living. Politicians can change who pays a bill without reducing its cost. The relief is visible, but the invoice arrives somewhere else. For South Africa (SA), this distinction matters enormously. We risk becoming so absorbed in making poverty more bearable that we neglect the conditions that allow people to escape it.

Affordability has two sides: What things cost and what people earn. Political debate gravitates towards the first because prices are displayed on shelves. The investment that never happened, the business that never opened, and the salary that was never earned are much harder to photograph. Yet, those missing incomes belong in the affordability debate.

Governments increasingly respond to expensive essentials by suppressing prices. Such interventions can provide immediate relief. But, broad subsidies also benefit affluent households, absorb public money, and discourage consumers from adjusting to scarcity. The distinction is between lowering an underlying cost and moving it around.

A more efficient electricity system can make power genuinely cheaper to produce. A subsidy leaves the production cost intact and asks someone else to carry it. A binding price ceiling can leave suppliers unable or unwilling to meet demand. Targeted support remains necessary when vulnerable households cannot absorb a shock. But, emergency assistance needs a credible funding plan. Otherwise, today’s relief competes with tomorrow’s infrastructure, education, or tax capacity.

China illustrates another limit to apparently helpful interventions. Short-term consumer loans fell 8.3% year-on-year in September despite efforts to subsidise borrowing. Households face property losses and uncertainty; banks worry about repayments. Making debt cheaper does not make the borrower’s future income more secure. A family worried about retrenchment may use lower repayments to reduce debt rather than buy furniture. A business facing unreliable services may decline an attractive loan because expanding production still looks unprofitable. Both decisions are rational, even when they frustrate policymakers.

The work of this year’s Nobel laureates in Economics, Robert Hall and Michael Woodford, helps explain this: Expectations influence spending and investment. People respond to the future they believe they face, alongside the money available to them today.

SA should take this seriously. Confidence requires evidence: Orders arriving, approvals being processed, goods reaching customers, and employers willing to hire. This is why functioning ports, reliable electricity, competitive markets, and simpler business approvals belong at the centre of any affordability strategy. They can lower costs while creating opportunities to earn. The International Monetary Fund has identified infrastructure and regulatory reforms as priorities for South African growth. Higher incomes cannot simply be legislated into existence. They become sustainable when investment and productivity allow businesses to pay more while remaining competitive.

There is also a challenge here for our Reserve Bank. Unnecessarily restrictive interest rates impose real costs on households and businesses. But, cheaper money cannot compensate indefinitely for an economy that makes productive activity unnecessarily difficult. Government should, therefore, assess policy against a demanding question: Will this make it easier to produce, invest, and employ? A measure that protects existing interests while obstructing new entrants may offer security to insiders while leaving outsiders without an income. Their exclusion rarely appears on the price tag.

For households, lasting financial well-being requires room to save, manageable debt, and confidence that tomorrow’s needs can be met. A larger credit limit is a poor substitute for a stronger earning capacity. We should, therefore, judge economic success by how many families can afford a decent life without needing another rescue. The most powerful affordability policy is an economy competing for your labour, your skills, and your business. That gives people something that no subsidised shopping basket can: Choices.

We hate inflation until it raises our house prices

When bread becomes more expensive, we call it a cost-of-living crisis. When our house becomes more expensive, we call it wealth creation.

Our attitude towards rising prices changes remarkably once we own what is increasing in value. For parents, this creates an awkward tension: The increase that improves our balance sheet may also make our children’s first homes harder to afford. Imagine your R2 million home appreciates by 10%. You gain R200 000 on paper. But, the R3 million property you hoped to buy also appreciates by 10%. The gap widens from R1 million to R1.1 million, before transaction costs. You are wealthier, yet upgrading requires another R100 000. The gain is useful if you downsize or move somewhere cheaper. Its practical value depends on what you need to buy next. First-time buyers have no existing property gain to cushion the increase. When house prices exceed earnings, deposits become harder to save towards. Inheritance may eventually help, but “waiting until your parents die” is a miserable economic strategy.

The more revealing test of an economy is how readily someone starting with little can build wealth. That means asking whether policy helps people earn more, start businesses, and acquire assets. Consider monetary policy. The South African Reserve Bank raised its policy rate to 7.25% in September, despite a 0.2% economic contraction in the second quarter. Its concern is legitimate: Services inflation remains elevated and longer-term inflation expectations are hovering around 4%, above its 3% target. But, a sound objective does not make every rate increase the right decision.

Research across emerging economies finds that monetary tightening reduces both inflation and economic activity. Highly indebted firms’ investments are particularly sensitive. These costs matter to businesses financing expansion and households trying to buy their first homes. September’s hike might thus put too little weight on the risks to investment and employment. A pause, with tightening kept available if evidence of persistent, broadening inflation strengthened further, would perhaps have been a better option.

Government should apply the same scrutiny to the costs that its policies impose. Treasury deserves credit for withdrawing a planned R20 billion tax increase and restoring inflation adjustments to income-tax brackets in 2026. But, taxpayers should demand much more on spending quality. The International Monetary Fund estimates that procurement reforms could generate savings of 1% to 3% of gross domestic product. Before asking households and businesses for more, government should demonstrate that it can buy infrastructure and services efficiently. Savings should support debt reduction and productive investment. Redistribution can relieve poverty. It cannot indefinitely compensate for an economy that fails to create enough opportunities to earn.

Beyond the budget, it would be prudent to substantially reduce Black Economic Empowerment requirements and remove those whose benefits cannot justify their costs. Transferring a stake in an existing company does not, by itself, create another factory or another job. Tackling racial exclusion requires wider access to skills, capital, and markets. Policy should make it easier to build the next business. Labour reform should similarly confront the costs imposed on smaller employers. A peer-reviewed study published in 2012 found that centralised bargaining reduced employment in affected industries, with losses concentrated in small firms. The Organisation for Economic Cooperation and Development raised similar concerns in its 2025 assessment. Extending agreements negotiated by larger employers to smaller businesses deserves particular scrutiny.

Protecting someone’s existing job should not make it unnecessarily difficult for someone else to get their first one. Nor will cheaper credit alone solve housing affordability: Without more supply, it can simply bid up existing homes. Faster approvals, functioning infrastructure, and housing near jobs belong in the same growth agenda.

For homeowners, this requires an uncomfortable shift in perspective. More affordable homes may temper the capital gains we celebrate, while helping our children establish independent lives. The best inheritance would be an economy in which our children do not need one.

What is your wealth actually for?

If your answer to “How much wealth is enough?” is always “a little more”, you may have an investment target without a financial purpose. Your portfolio may be growing while the life it was meant to support keeps being postponed.

The purpose of wealth deserves as much attention as its performance. Wealth should help us to live well today, provide security for tomorrow, and create opportunities for those who come after us. Financial well-being is achieved when our decisions balance these purposes. This is also the work of stewardship: Taking responsibility for what our money makes possible, and for the consequences of how we use it. Consumption focuses on meeting present needs and desires. Stewardship weighs those choices against future needs and the well-being of others.

This distinction matters because both spending and saving can lose sight of their purpose. A household can earn more each year while committing every increase to a more expensive lifestyle. Its income grows, but its freedom scarcely improves. Another family may accumulate diligently while indefinitely postponing time together, necessary healthcare, or experiences that they will eventually be too old to enjoy.

A rising income or portfolio balance is an incomplete measure of progress until we have decided what progress means. Every financial decision carries an opportunity cost: Choosing one use of money means giving up another. The question is whether we are making that trade off deliberately. A holiday can be a worthwhile investment in family relationships. Funding it by repeatedly sacrificing retirement provision creates a future cost that someone will eventually have to carry.

For South African households supporting children and older relatives, these choices are especially tangible. Family support can preserve dignity and open doors. But, without an affordable plan, today’s generosity may undermine the giver’s future security. Stewardship involves being clear about what we can sustain, so that helping one generation does not simply transfer financial distress to the next.

It also changes how we think about legacy. Helping a young adult gain a useful qualification can strengthen a family’s future even if it reduces the eventual inheritance. A well-funded retirement can give children room to build their own security. The value lies in the lasting opportunity created, which an estate valuation alone cannot measure.

Money serves these purposes better when families understand them. Conversations should explain what wealth is meant to support, what remains uncertain, and what responsibilities come with receiving help. Children can learn through managing budgets, setting savings goals, and discussing decisions. Financial education helps turn access to money into the ability to manage it responsibly.

Shared intentions, in turn, need practical arrangements. An up-to-date Will, accessible records, and a succession plan for a family business help carry those intentions forward. Families also need to consider how dependants will meet everyday expenses during estate administration. A valuable property cannot pay next month’s groceries if no cash is available. Where appropriate, a trust can provide continuity when managing assets for beneficiaries. Its costs, tax consequences, and ongoing trustee duties require careful consideration. A written family financial plan can clarify decisions that need to be made, priorities that need support, and ways to resolve disagreements. These arrangements should serve the family’s purpose and leave future generations room to adapt.

At your next financial review, ask how your wealth is improving your life now, which future commitments it must meet, and what opportunities it should create beyond your lifetime. These answers give investment decisions a reason and family decisions a direction. The aim is to enjoy what we have built without consuming tomorrow’s security, and to protect the future without indefinitely postponing life today.

This is also financial well-being: Wealth managed intentionally to improve life today, protect tomorrow, and create opportunities across generations.

When economic growth stops reaching households

The most dangerous economic number may be a positive one. An economy can expand while living standards per person stall or fall. Companies post record profits, exports surge, and politicians celebrate growth, yet the gain disappears once divided across the population. Growth has not vanished. It has stopped reaching households.

This is an increasingly global problem. Some 3.3 billion people (more than two in five) live in economies where the gross domestic product (GDP) per person grew half as fast or less in 2014 to 2024 than in the preceding decade. More than 730 million live where it declined outright. The slowdown now includes China, Germany, Brazil, and Russia; the number of low- or no-growth countries and territories has risen from 68 to 80.

South Africa (SA) is not watching from the sidelines. Calculations from World Bank data show that real GDP per person fell 7.1% between 2014 and 2024, after an 18.7% increase in the preceding decade. By 2024, real output per South African was below the 2007 level. By this measure, 17 years have yielded no lasting improvement.

GDP per person is imperfect. It hides inequality and says little about who captures the gains. But, it tests the promise on which work, saving, and democratic patience depend: Tomorrow should be better. In China, people believing that hard work is always rewarded fell from 62% in 2014 to 28% in 2023. When effort loses its link to reward, people disengage, leave, or vote for change.

The boom in artificial intelligence (AI) is a current example of growth travelling beyond the firms generating it. Taiwan and South Korea occupy the centre of the same supply chain, yet their windfalls are spreading differently. Taiwan’s surge is building capacity. Real fixed investment has risen nearly 40% since late 2023, electronics employment has expanded, and wage gains have spread beyond the industry. South Korea’s initial boost has been more price-driven. Fixed investment has risen just 3% in roughly three years, fewer than 1% of workers make chips, and rising share prices have done little for consumption. One boom is widening the productive base; the other has so far enriched a narrower slice.

SA is running its own version of this same scenario. Microsoft has committed R5.4 billion to local cloud and AI infrastructure, and will fund technical-certification examinations for 50 000 people. Those are valuable inputs, not proof of higher productivity or pay. The test is whether data centres will help local firms to adopt new tools, training leads to work, and South African suppliers to enter the chain.

Prosperity needs a transmission mechanism. Profits must finance productive investment, investment must raise demand for workers and skills, and productivity must reach wages. If the chain ends at profits, share prices, or imported equipment, GDP can rise while households wait. Debt is weakening this mechanism. Gross public debt in advanced economies is near 110% of GDP, while the median ten-year government-bond yield exceeds 4% (roughly five times its 2015 to 2021 average). As cheap debt is refinanced, interest crowds out infrastructure, education, and social protection. AI infrastructure also competes with governments for savings, raising the price of capital.

SA already lives inside this arithmetic. Treasury projects gross national government debt to peak at 78.9% of GDP in 2025/2026. Debt service of R420.6 billion absorbs 21.3% of main-budget revenue. In 2026/2027, the projected R432.4 billion interest bill exceeds spending on either health or basic education. The debt ratio may begin to fall, but the stock will keep rising.

This leaves a harder question than whether SA can attract the next mine, renewable-energy project, or data centre: Will it deepen local supply chains, lift output per person, and expand the tax base before interest consumes the proceeds?

The next positive GDP print may earn applause. The number that matters is whether it gives ordinary South Africans better choices. Growth that never reaches households is an accounting success and a political failure.

 

The bond market is putting a price on political promises

For years, one of the most consequential prices in the global economy was almost invisible: The price of money. Near-zero rates let governments borrow cheaply, companies fund marginal projects, and investors justify almost any valuation. Political promises appeared affordable because financing costs had faded into the background. The bill has now arrived.

United States (US) ten-year government-bond yields recently approached 5%, while 30-year yields climbed towards 5.4%. British yields reached 5.3%, and even Germany and Japan, once symbols of ultra-cheap money, have seen borrowing costs surge. This is more than a bad season for bond investors. Government yields underpin mortgages, company loans, property values, and share prices. Raise that foundation and the entire financial structure must adjust.

Inflation is only partly responsible. Oil above $100 a barrel has revived energy pressure, while services inflation remains stubborn. Central banks, scarred by their slow response to the previous shock, are raising rates before expectations become unanchored. Yet, something more interesting is happening: Governments are not only paying for past excess; they are competing against the future.

Artificial intelligence (AI) data centres, electricity generation, grids, chips, and cooling systems are absorbing extraordinary amounts of capital. Investment-grade companies are expected to issue $1.9 trillion in debt this year. The AI boom may create jobs and increase productivity, but first it must be financed. Every dollar channelled into a data centre is a dollar that cannot simultaneously finance a government deficit. This changes the conversation. Rising yields do not signal only fear. They may also reflect optimism about productive private investment. Capital has alternatives again, and governments must explain why investors should lend to them. A project that expands electricity supply or removes a logistics bottleneck could generate future growth. An unfunded electoral giveaway merely sends the bill to taxpayers who never voted for it.

India offers a revealing, if imperfect, comparison. Its economy and private investment are booming, yet its bond sell-off has been milder than that of the US. Capital controls and captive domestic investors help, but so do a credible inflation target and a primary deficit below 2% of gross domestic product. Markets tolerate borrowing more readily when policymakers demonstrate restraint and central banks can do their jobs.

Germany shows the political tension. Its economy is finally stirring, helped by exports, start-ups, and AI-related demand. Still, much of the recovery rests on debt-funded public spending while ageing, expensive energy and weak competitiveness remain unresolved. Necessary reforms become harder as frustrated voters turn towards populist alternatives. Even the enthusiasm for “free” public transport belongs in this story. Removing fares sounds compassionate, but evidence suggests that universal subsidies shift few motorists from their cars and can crowd out faster, safer, and more reliable services. Price can be abolished for the passenger; cost cannot. It simply reappears as taxes, displaced services, or debt.

South Africa should read this warning carefully. We cannot determine the global price of capital, but we can influence the premium that investors demand from us. When US government debt offers nearly 5%, South African borrowers must work harder to attract funds. Weak policy, failing infrastructure, and unfunded promises become considerably more expensive. This does not mean that government should spend less. It must spend better. Reliable electricity, functioning ports, water security, and capable municipalities can expand future productive capacity. Waste, poorly targeted subsidies, and consumption disguised as investment do the reverse.

Investors face the same discipline. Debt-heavy companies and richly-valued shares become more fragile, while dependable cash flows and strong balance sheets regain their appeal. Bonds can cause losses for existing holders while offering better income to new buyers. Cheap money allowed markets and politicians to postpone difficult choices. Expensive money brings them forward. The bond market is asking every government the same uncomfortable question: If you borrow from the future, what exactly will the future receive in return?+

This article has been published on Moneyweb.

AI is creating jobs, but SA could still lose

The artificial intelligence (AI) revolution was supposed to empty offices. For now, it is also filling construction sites. Somewhere between these two images lies a question that South Africa (SA) cannot afford to ignore: Will we capture the new opportunities, or mostly experience disruption?

The Economist estimates that AI has created roughly one million jobs in the United States, compared with about 200 000 retrenchments attributed to AI since mid-2023. The gains include software specialists, but also the electricians, technicians, and engineers needed to build and power data centres. Intelligence may be becoming artificial, but the infrastructure behind it remains stubbornly physical. These figures, however, deserve caution. Not every additional engineering job owes its existence to AI, and counting the announced retrenchments misses people who were never hired. Construction booms also end. The early evidence challenges predictions of immediate mass unemployment. It does not settle what happens once the infrastructure is built and the technology matures.

Nevertheless, the economic opportunity extends well beyond construction. Making a service cheaper can create customers who previously could not afford it. Imagine a small accounting practice using AI to process routine paperwork. It could dismiss staff and keep serving the same number of clients. Or, it could lower fees, reach hundreds of smaller businesses, and employ more people to advise them. More output does not automatically mean more employment: Demand must grow enough to offset the labour saved on each task. Competition matters here. If productivity gains translate into lower prices, they can widen access. If they remain mostly higher margins, the employment benefits may be narrower.

For SA, this distinction is uncomfortable. We could lose routine administrative work here while the investment, technical jobs, and profits accumulate elsewhere. A global jobs boom offers little comfort to someone retrenched in Johannesburg if the replacement vacancy is for an electrical engineer in Indiana. Nor does that worker become an engineer merely because an economist calls for “reskilling”. Training takes time, money, and credible pathways into employment. People have bills to pay while they learn. A transition can be positive for the economy in aggregate, but brutal for the households caught between occupations.

There is also a less obvious danger within companies. Junior employees, traditionally, learn by doing the routine work that senior staff no longer need to do. If AI takes over that work, how do tomorrow’s experts acquire judgement? Saving on graduate recruitment today could leave firms with a skills shortage of their own making later. Employers, therefore, need to redesign entry-level development, giving young staff supervised responsibility for checking AI output and solving client problems. Knowing how to prompt a chatbot is useful. Knowing when its confident answer is wrong is considerably more valuable.

Government’s contribution is equally practical: Dependable electricity, affordable connectivity, and training linked to actual employer demand. But, attracting data centres alone is not an employment strategy. Their construction creates work; sustained operating jobs are a different matter. The bigger opportunity may lie in helping thousands of existing businesses become productive enough to grow. We need not invent the next global AI model to benefit from it. An accounting firm serving businesses that previously could not afford advice is also part of this revolution.

Investors should resist a different temptation: Confusing an economic breakthrough with a guaranteed investment return. AI can transform businesses while particular shares disappoint because their prices already assume extraordinary success. Equally, an infrastructure spending boom can strain electricity supply and financing before its productivity benefits reduce costs. Technological progress does not arrive with permanently cheap money attached to it.

The useful question, then, is not whether AI creates or destroys jobs. It does both. SA’s challenge is to turn cheaper expertise into more customers, stronger businesses, and routes into skilled work. If our firms use AI only to shrink their wage bills, we may become more efficient without becoming more prosperous.

This article has been published on Moneyweb.

What financial planning still gets wrong about women

Every Women’s Month, the same financial advice is given: Budget carefully, invest early, insure yourself, and draft a Will. None of this is wrong. It is simply incomplete. This advice treats women’s financial outcomes mainly as a matter of better choices, while ignoring that most financial plans are built around a particular life: Uninterrupted full-time work, steadily rising earnings, regular retirement contributions, and a predictable retirement date.

Many women’s lives do not look like that. Their earnings may start lower and bend more often. A baby arrives. A parent needs care. The family relocates, or one spouse’s career takes priority over the other. Paid work becomes part-time, pauses, or restarts at a lower level. These may be family decisions, yet their financial cost often lands in one person’s retirement account.

This is the missing economics of career breaks. A year of not working does not cost only one year’s salary. It can also mean missed retirement contributions, employer benefits, promotions, salary progression, and years of compound growth on money never invested. If a woman returns at a lower salary, the penalty continues. A five-year break can, therefore, create a hole far larger than five years’ worth of savings.

Longevity then turns this gap into an even greater obligation. Women generally live longer than men. The person with fewer uninterrupted years in which to accumulate wealth may, consequently, have more years of life to finance. This is the double-compounding problem at the heart of retirement planning for women. Longevity planning cannot simply mean chasing a larger lump sum. It must consider durable income, healthcare, housing, the possibility of living alone, and who can assist if financial decision-making becomes harder. A longer life is a gift; an underfunded one can become a prolonged exposure to dependence.

Marriage can further disguise this risk. A household may be wealthy while one spouse remains financially vulnerable, without assets in her own name, an established credit record, adequate retirement provision, or a clear understanding of the family’s finances. Having a financial identity does not mean keeping secrets or expecting the marriage to fail. It means understanding the marital regime, attending planning meetings, knowing where investments and debts are held, having access to documents, and understanding the Wills, beneficiaries, and insurance policies. No one’s first serious financial education should occur while grieving a spouse.

The better response begins before a career break. If a household benefits from one person providing unpaid care, the household should continue funding that person’s retirement, risk protection, skills, and eventual return to work. Care has economic value even without a payslip. Life cover should, therefore, recognise the cost of replacing caregiving, not only the loss of a salary. This reframes the question. Instead of asking, “Can she afford to stop working?”, families should ask, “How do we prevent a shared family decision from becoming her private retirement penalty?”

Other foundations also still matter. Investing small amounts early allows capital to begin compounding before life becomes more expensive. Income protection defends what is often a young woman’s greatest asset: Her future earnings. An emergency fund buys decision-making time during illness, unemployment, divorce, or bereavement. Continued education protects her ability to re-enter the workplace and rebuild income. These are not disconnected financial products. Together, they create resilience across life transitions.

The consequences are also intergenerational. Intergenerational wealth is transferred through behaviour before it is transferred through an estate. Children who see both parents discussing investments, debt, and insurance learn that financial agency does not belong to one gender.

Financial planning for women should, therefore, not be a pink version of the same plan. Equal products can produce unequal outcomes when people travel different economic paths. A serious financial plan asks more than, “How much have you accumulated?”; it also asks, “Whose life did our assumptions describe?”

True financial well-being is the ability to withstand disruption, participate confidently in decisions, and retain meaningful choices. Women do not need another lecture about saving. They need financial plans that are honest enough to put a price on time.

The US economy is thriving, but its consumers are not

The most revealing recent signal about the United States (US) economy did not come from the Federal Reserve (Fed). It came from Walmart.

The US’ largest retailer increased revenue, beat profit expectations, and raised its annual forecast. Its shares, however, plunged 9.2%. The problem was hiding beneath the headline: Same-store sales grew by just 2.6%, the weakest performance since 2019, while sales inside physical stores declined. Walmart is now using most of a $2.9 billion tariff refund to cut prices because its customers need relief.

This hardly sounds like an overheating economy. National retail sales fell by 0.6% in July, grocery spending declined after inflation, and US food prices are roughly 25% higher than in 2020. Consumers are watching every dollar. Yet, the US economy may not be cooling at all. It may simply be booming somewhere that ordinary Americans cannot feel.

Consider employment. Hiring has slowed sharply, and total employment declined in July. But the US’ labour force is 1.3 million people less than a year ago, while the number employed is still more than 300 000 higher. Unemployment claims remain low, and there is roughly one unemployed person for every available job. An ageing population and large-scale deportations are further shrinking labour supply. The US may not have too few jobs; it may have too few workers.

Something similar is happening with spending. Household consumption generated roughly three-quarters of the country’s post-pandemic growth. Now, government and artificial intelligence (AI) are taking over. In recent quarters, AI-related investment has contributed about as much to economic growth as personal consumption. This sounds impressive, but it creates a contest for scarce capital. Household debt has fallen from nearly 63% of gross domestic product (GDP) in 2022 to below 58%. Federal borrowing moved the other way, while technology companies began raising enormous sums for chips, data centres, and power generation. Large tech firms have recently issued about $75 billion in bonds. Nvidia alone has pledged up to $100 billion towards a giant AI project in Ohio. Government and AI are, therefore, outbidding households for money. The price of that money, the interest rate, remains high. Home loans, vehicles, and credit become less affordable, leaving consumers to cut back even while the economy expands. The war in Iran and restricted oil flows add another squeeze through higher fuel and freight costs.

Bond investors have noticed. The 30-Year US Treasury Yield recently exceeded 5.3%, its highest level since 2007. Federal debt has crossed $40 trillion, and the deficit is around 6% of GDP. Crucially, yields are rising mainly because real returns demanded by lenders are increasing, not simply because inflation expectations have exploded. A few softer economic releases may encourage the Fed to cut interest rates, but they cannot manufacture workers, energy, or savings.

The stock market is telling a far happier, and narrower, story. The S&P 500 has gained roughly 12% this year, yet Nvidia alone constitutes about 8% of the index. If its share price moves 3% while the other 499 companies remain unchanged, the entire index shifts by about 0.25%. Investors may think they own 500 companies. Increasingly, they own one dominant story: AI.

For South Africans, this is not distant theatre. High US real yields support the dollar, pressure the rand, increase global funding costs, and constrain the South African Reserve Bank’s room to cut interest rates. They also make two popular assumptions dangerous: That weak American consumers guarantee lower interest rates, and that buying the S&P 500 automatically provides broad diversification.

Perhaps the AI build-out will unlock extraordinary productivity, making today’s sacrifice worthwhile. But, if expected returns fail to arrive, the US will have squeezed its consumers and raised the world’s cost of capital to finance an exceptionally concentrated bet. The greatest risk may not be the recession everyone keeps anticipating. It may be a boom too narrow to feel, and too expensive to sustain.

 

Who pays when a country runs out of options?

Japan bought its own currency. China stopped buying oil. The United States (US) discovered that investors now want 5.22% to hold its debt for 30 years. These decisions tell the same story: When a crisis arrives, countries with options can protect themselves. Countries without options pass the cost of a crisis to their citizens.

 

Japan offers a remarkable example. For years, its government, central bank, and public pension funds accumulated enormous foreign investments, while borrowing very cheaply at home. Together, those foreign assets are worth more than half of Japan’s economy and earned an average annual return of 5.8% over 25 years up until 2023. This scenario worked while Japanese interest rates remained near zero. Now, inflation has returned, and interest rates are expected to rise. Japan has, therefore, started to sell dollars and buy yen after its currency weakened beyond ¥160 to the dollar. Because many of those dollars were bought when the yen was much stronger, Japan may have made as much as $36 billion while defending its currency.

 

This problem is not isolated to Japan. If higher Japanese interest rates encourage its investors to bring money home, they may sell foreign bonds. Global borrowing costs could rise further. What starts in Tokyo can eventually reach South African bond yields, the rand, and the repayments that we make on our home loans.

 

China used a different escape route when the Iran war disrupted oil moving through the Strait of Hormuz. Rather than competing desperately for oil, it reduced imports by roughly 5.5 million barrels a day. Its oil reserves, electric vehicles, public transport networks, and ability to restrict fuel exports allowed it to consume less without stopping its economy. This decision may have kept Brent Crude more than $30 below where it might otherwise have traded. The Organisation of the Petroleum Exporting Countries (OPEC) moves oil prices by limiting supply. China showed that the world’s largest buyer can also move prices by limiting demand. Stockpiles will eventually run low, but it gave China time and helped shield oil-importing countries, such as South Africa (SA).

 

There is, however, an important warning. Some Chinese institutions that were created to remove bad loans from banks instead helped to hide them. They borrowed cheaply, lent to troubled property developers, and shifted losses out of sight. Now, some of these financial rescue companies need rescuing themselves. Moving a problem is not the same as solving it.

 

The same divide is appearing elsewhere. Switzerland entered this unsettled period with low inflation, disciplined public finances, and trusted institutions. Its economy grew by a surprisingly strong 1.5% in the second quarter, although pharmaceuticals did much of the work. The US remains vastly more powerful, but debt approaching $40 trillion means that more of its future tax revenue will be consumed by interest. Even a superpower eventually loses choices when it borrows too much.

 

SA still has important defences: A floating rand, deep financial markets, and a credible Reserve Bank. Yet, we import oil, pay heavily to service government debt, and remain vulnerable to unreliable electricity, railways, and ports. We cannot command the economy like Beijing, nor can we borrow as easily as Washington. So, when the next external shock arrives, government may not be able to absorb it. Households and businesses will pay through fuel prices, food inflation, higher interest rates, taxes, or weaker public services. This is the real value of repairing infrastructure, reducing debt, and building energy alternatives. They are not abstract policy ambitions. They create choices.

 

Investors should think similarly. Do not only ask how quickly a country or a company is growing. Ask whether it can refinance its debt, replace an important supplier, absorb a weaker currency, or survive several difficult months. Growth reveals how fast something moves in good times. Its available choices determine whether it survives bad times. When a country runs out of options, its citizens foot the bill.

 

Artificial intelligence can change the world and still be a bad investment

What if artificial intelligence (AI) changes almost everything, yet still proves to be one of the worst investments of all time? It sounds contradictory, but it is not. Technology can transform society while the companies that build it spend too much and leave investors to foot the bill. The internet did precisely that: The world gained, even though many shareholders lost money.

 

This possibility hangs over AI. The biggest technology companies in the United States (US) could spend $900 billion on chips, data centres, and power in 2026, rising to $1.4 trillion in 2027. Yet, AI revenue is estimated at $150 billion to $220 billion. The industry may need $2.5 trillion a year to justify spending. This does not make AI a fraud or a bubble. Railways, electricity, and the internet all required substantial investment before their productivity gains became apparent. But, transformative infrastructure often rewards society more than its financiers. Technology can change everything while overbuilding, competition, and falling prices ruin the economics of those funding it.

 

China makes this tension impossible to ignore: Its firms are spending less than a tenth as much on data centres as their US rivals, yet their best models are approaching the frontier. Lower land and labour costs help. So do distillation and engineering. More surprisingly, US chip restrictions have forced Chinese developers to squeeze more performance from less computing power.

 

Scarcity has imposed discipline, but it has also created waiting lists, rationed services, and long processing delays. China proves neither that frugality always wins nor that spending is irrelevant. It shows that the meaningful measure of AI is not how clever a model appears, but how much useful output each dollar produces.

 

The US may be failing this test. Businesses are buying AI before rebuilding themselves around it. Nine out of ten executives report no productivity effect over the past three years. The missing investment is not another chatbot; it is clean data, redesigned workflows, staff training, and managers willing to discard obsolete processes. Otherwise, AI merely helps employees to perform yesterday’s work faster.

 

India offers a picture of what this means for workers. Its technology workforce has not collapsed, but routine outsourced work is weakening while in-house capability centres expand. Demand is shifting from generic information technology skills towards people who combine AI, technical knowledge, and commercial judgement. The danger is not that every job disappears. It is that entry-level tasks vanish before young workers gain the experience required for more valuable tasks.

 

Then, there is South Korea, where AI demand has generated chip profits, bonuses, and tax receipts. Its stock market doubled, then suffered a violent correction as concentration and borrowed money magnified the reversal. Once again, an excellent industrial story became a dangerous trade. The sellers of picks and shovels may earn fortunes during a gold rush, but their shareholders can still overpay for those fortunes.

 

This matters to South Africans, whose global portfolios are increasingly exposed to US technology shares. Investors must separate three questions: Is AI transformative? Which companies will capture the value? Is that value already reflected in the price? A “yes” to the first says little about the other two.

 

South Africa cannot compete by building more data centres than the US, directing more capital than China, or manufacturing more chips than Korea. Oddly, that may be helpful as capital scarcity should force us to concentrate on adoption: Applying AI to financial services, mining, agriculture, logistics, and healthcare; lowering the cost of serving overlooked customers; and raising the output per worker.

 

In a country with mass unemployment, success cannot mean automating the largest possible number of jobs. It must mean producing more, creating new markets, and enabling workers to become more valuable. Every AI investment should face three practical questions: What costly problem disappears? What additional revenue becomes possible? How soon does the return exceed the full cost of changing the organisation? The AI race will not ultimately be won by whoever spends the most. It will be won by whoever wastes the least.

This article has been published on Moneyweb.

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