Outrageous Predictions
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Katrin Wagner
Head of Investment Content Switzerland
Investment Strategist
Investors could think about diversifying by risk type, not only by asset class.
Oil, artificial intelligence and defence expose portfolios to very different shocks.
The goal is not prediction, but building a portfolio that can survive surprise.
Markets have a habit of teaching the same lesson in different costumes. Sometimes the teacher arrives as an oil price shock. Sometimes it wears a hoodie and calls itself artificial intelligence. Sometimes it turns up in uniform, carrying a defence budget. The common thread is simple. Investors often think diversification means owning stocks, bonds and maybe some cash. That still matters. But today’s market is also shaped by different kinds of risk: energy shock risk, valuation risk, technology risk, geopolitical risk and interest-rate risk. They do not all behave the same way. Some bite. Some scratch. Some quietly chew through returns while everyone is looking elsewhere. That is why oil, artificial intelligence (AI) and defence belong in the same conversation. They look like separate stories. In a portfolio, they are linked by one question: what type of risk are you really taking?
Oil is the clearest example of physical-world risk. When energy prices rise sharply, the effect spreads beyond oil producers. Transport becomes more expensive. Airlines feel pressure. Chemical companies face higher input costs. Consumers have less money left after filling the car or paying heating bills. Inflation can become stickier, which may keep interest rates higher for longer.
This is why markets react so strongly to Middle East headlines. The price of oil is not just a commodity number on a screen. It is a tax on the real economy when it rises too far, too fast. It can help energy companies, but hurt companies that depend on cheap fuel, smooth logistics or confident consumers.
AI risk is different. It is not mainly about scarcity today. It is about expectations tomorrow. Investors have rewarded companies seen as winners from AI infrastructure, chips, data centres and cloud computing. But that creates another risk: the market may start asking when huge spending turns into visible profits.
That spending is not small. Big technology companies are committing vast sums to data centres, chips and power-hungry infrastructure. Capital expenditure, meaning money spent on long-term assets, has become a central part of the AI story. Investors like growth. They like it slightly less when growth arrives with a bill the size of a small moon.
Defence brings a third type of risk: political and geopolitical risk. Europe’s renewed focus on military readiness is not just a short-term reaction to headlines. It reflects a broader shift in security thinking. Governments want more air defence, drones, ammunition, satellites, cyber protection and production capacity. This can support defence companies, but it also depends on public budgets, political priorities and delivery timelines.
Put simply, oil tests the cost side of the economy. AI tests expectations and valuations. Defence tests political commitment and industrial capacity.
A portfolio with stocks and bonds can still be concentrated in one type of risk.
For example, many global equity portfolios are heavily exposed to large US technology companies. That can be fine, but it means investors may carry more AI and valuation risk than they realise. Adding a bond fund may reduce some equity volatility, but it does not directly answer whether the investor is too exposed to one technology cycle.
Likewise, an investor may own European equities and think they are regionally diversified, while holding many companies that depend on low energy prices. That portfolio could still be vulnerable to an oil shock.
Defence exposure can create another illusion. Defence stocks may look defensive because governments buy the products. But if valuations already reflect years of higher spending, the investment risk changes. The theme may be sound, while the entry price becomes less forgiving. That is not a contradiction. It is investing, where two things can be true and still annoy everyone.
The lesson is to map risks, not just labels. A global equity fund, an energy stock, a defence stock and an AI chip supplier are all “equities”. But they do not respond to the same forces. One may like higher oil prices. One may suffer from them. One may depend on government budgets. One may depend on cloud companies continuing to spend aggressively.
The better question is not “How many asset classes do I own?” It is “What could hurt my portfolio, and do I own anything that behaves differently if that happens?”
These three themes also show how the real economy is changing. Energy security is back. Computing power is becoming strategic infrastructure. Defence supply chains are being rebuilt after years of lean inventories and underinvestment.
That matters because markets are no longer only pricing earnings next quarter. They are pricing access to scarce things: reliable energy, advanced chips, electrical power, skilled labour, military production lines and trusted supply chains.
For long-term investors, this shifts the focus from chasing the hottest theme to understanding bottlenecks. In AI, the bottlenecks include chips, data-centre power, cooling and grid access. In defence, they include production capacity, procurement speed and skilled manufacturing. In energy, they include shipping routes, spare capacity and political stability.
A good portfolio does not need to predict every bottleneck. It needs to avoid being fragile to just one version of the future.
The first risk is overconfidence. A strong theme can still be a poor investment if the price already assumes perfection. This is especially relevant in AI and defence, where long-term demand may be real but valuations can move faster than reality.
The second risk is policy reversal. Defence budgets can rise, but elections, deficits and procurement delays still matter. Investors should watch whether government promises turn into signed orders and delivered systems.
The third risk is inflation returning through energy. If oil prices stay high, central banks may have less room to cut interest rates. That could pressure long-duration growth stocks, which are companies valued heavily on profits expected far in the future.
Oil, AI and defence look like three separate headlines. In a portfolio, they are three reminders that risk comes in different shapes. Some risks come from geopolitics. Some from valuation. Some from supply chains, interest rates or government policy. The point is not to own a little of every fashionable theme. That is not diversification. That is collecting market souvenirs.
The better habit is to understand what each holding is meant to do, what could go wrong, and whether the rest of the portfolio can absorb the shock. A resilient portfolio is not one that predicts the next headline. It is one that does not need every headline to be friendly.
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