What is the EU's strategy for strategic autonomy — defense, tech, energy — and is it working
Is Europe Becoming More Independent — or Just Swapping One Problem for Another?
Based on analysis of a 135-node, 433-edge knowledge graph mapping EU strategic autonomy across energy, defense, and technology.
What We’re Actually Asking
Europe has been trying to stand on its own two feet. After years of depending on Russia for gas, the United States for military protection, and China for manufacturing, EU leaders decided: we need to be less dependent on others. They called this goal “strategic autonomy” — the ability to make your own choices without someone else being able to hold you hostage.
So how is that going?
A knowledge graph — think of it as a giant map of causes and effects, drawn by connecting hundreds of facts with labeled arrows — was built to answer exactly that. What follows is what that map shows, translated into plain language.
The short answer: it depends which track you look at. Europe is doing well on energy, struggling on defense, and losing badly on technology. But the deeper finding is stranger than that — the three problems are not separate. They are tangled together in ways that make each one harder to solve.
Three Races, Three Different Results
Imagine Europe is running three races at once.
Race 1: Energy. Europe used to buy most of its gas from Russia. Then Russia invaded Ukraine, and Europe had to scramble. It built new terminals to import gas from other countries, especially the United States. It expanded solar and wind. It cut consumption. By almost any measure, the energy race is going well. Europe is no longer dependent on Russia.
Race 2: Defense. Europe spent decades letting the United States handle most of its military needs through NATO. Now, partly because of Russia’s aggression and partly because the US under Trump became less reliable, Europe is spending a lot more on defense — fast. The problem is that European countries each have their own defense industries, their own military procurement offices, and their own preferences. Rather than building one strong European defense sector, they are each buying from whoever they like — including South Korea and the United States. So money is flowing, but it is not necessarily building a unified, capable European defense base.
Race 3: Technology. This is where things are going badly. Europe does not have its own Amazon Web Services, its own Google Cloud, or its own equivalent of the big American AI labs. European companies store their data on American servers. European AI researchers move to San Francisco. European startups either get acquired by American firms or fail. The graph identifies this as the clearest failure: a deep and growing gap between where Europe wants to be on digital technology and where it actually is.
The Problem with Winning Race 1
Here is something the graph found that is not obvious: winning the energy race made losing the technology race worse.
When Europe stopped buying cheap Russian gas, it had to pay more for energy — much more. That might sound like a temporary adjustment, but it has a lasting consequence. Running large data centers and training artificial intelligence systems requires enormous amounts of electricity. If electricity is expensive in Europe but cheap in the United States, companies will build their AI infrastructure in the US, not Europe.
So the same mechanism that fixed the gas dependency is now feeding the technology gap. The energy solution generated an energy price problem, which became a technology competitiveness problem. The two races are not independent — winning one made it harder to win the other.
Swapping One Dependency for Another
The graph found a pattern that repeats itself so consistently it was given its own name: the Dependency Substitution Pattern.
Think of it like this. You are allergic to peanuts, so you switch to tree nuts. Now you discover you are allergic to those too. You solved the peanut problem, but you replaced it with a structurally similar problem.
Europe replaced Russian gas with American LNG (liquefied natural gas shipped by tanker). Fine — except now Europe is dependent on the US for energy, which matters when the US and Europe are in a trade dispute.
Europe is building more solar panels to reduce fossil fuel use. But the majority of solar panels are manufactured in China, which means Europe replaced a dependency on Russian fossil fuels with a dependency on Chinese clean energy manufacturing.
Europe is spending more on defense. But the weapons and electronics being produced require rare earth elements — minerals used in batteries, motors, and electronics — and China controls most of the global supply. So European rearmament, in the short term, increases Europe’s dependence on Chinese minerals.
In every case, the new dependency has its own leverage risk. None of the substitutions is a clean break.
The Lock at the Top of the System
The graph identifies one node as sitting at the root of most of Europe’s structural problems: the fact that European countries cannot agree on things.
The European Union requires member states to reach consensus on many major decisions. Hungary can veto foreign policy moves. Germany’s corporate relationships with China soften Berlin’s appetite for confrontation. Poland’s defense priorities diverge from France’s. This is not a new observation, but the graph maps exactly how many problems it causes.
The EU has a toolbox of economic pressure instruments — things like trade tariffs, sanctions, and carbon border taxes — that could theoretically be used to push back against China or other actors. But the graph shows the toolbox is loaded and not being fired. Why? Three separate locks, all high-weight:
- It cannot be used against China because European countries (especially Germany) are too economically entangled with China.
- It cannot be used against the United States because Europe is now dependent on American gas.
- Using it against anyone requires member state consensus, which the fragmentation problem makes nearly impossible.
All three locks operate independently. Remove one and the other two still hold.
The Loops That Keep Things Stuck
The graph identified several feedback loops — situations where a problem feeds back into itself and makes itself worse over time.
One loop connects energy, AI, and fossil fuels. High European energy prices discourage AI investment. The AI gap means Europe depends on American AI platforms. Those platforms require massive data centers. Data centers run on gas. Gas demand keeps energy prices elevated. Which discourages AI investment. The circle continues.
Another loop runs through Germany. Germany’s large corporations have deep ties to China — factories, supply chains, sales revenue. This gives German companies a financial incentive to block EU-level pressure on China. That blocking power prevents Europe from reducing its China dependency. The China dependency entrenches German corporate interests further. The loop is self-reinforcing.
A third loop connects defense spending to the problem it is trying to solve. Europe rearming requires rare earth minerals. The more Europe rearmes, the more minerals it needs. Most of those minerals come from China. China has already started applying export restrictions specifically in response to European defense activity. The faster Europe rearmes, the stronger the lever China holds over European rearmament. The solution generates the constraint.
The Things That Do Not Work the Way You Would Expect
A few findings in the graph are structurally counterintuitive.
Poland has become Europe’s most energetic champion of defense spending. It is building up its military faster than almost any other EU country. You might expect this to help Europe’s defense integration. Instead, the graph shows it is making fragmentation worse. Why? Because Poland is largely buying its weapons from South Korea — not from European manufacturers. The country leading on defense is doing it in a way that bypasses the European defense industry the EU is trying to build.
The EU has a carbon border tax called CBAM — a fee charged on imports that do not meet European environmental standards. It is meant to be a sovereignty tool, protecting European industry and projecting European values onto global trade. But the graph found a gap: solar panels are excluded. That exclusion specifically allows Chinese solar panels to flow in freely. The sovereignty instrument has a hole in the exact sector most central to the clean energy transition.
And then there is Ukraine. Europe has been sending weapons and money to Ukraine. But the graph shows Ukraine is also sending something back: battlefield knowledge. Ukraine has developed and tested military technology under real war conditions that Europe’s militaries have never experienced. Ukraine is not just a recipient — it is a source of military-technological expertise that European defense programs are now drawing on.
What Could Still Change Things
The graph encodes several possibilities that could shift the picture — if the right conditions are met.
Ukraine holds large deposits of rare earth minerals. If Ukraine joins the EU, or enters into deep partnership with it, that could reduce Europe’s dependence on Chinese mineral supply. But EU enlargement requires unanimous approval from member states. The same fragmentation problem that blocks so many other things blocks this one too.
American trade pressure — tariffs and economic coercion — has had one unintended consequence: it gave European governments political cover to start buying European weapons instead of American ones. The pressure that was supposed to keep Europe dependent on the US has, in some ways, accelerated European defense decoupling. Whether this produces a genuinely capable European defense base depends on whether the industrial fragmentation problem gets solved — which remains unresolved.
Bottom Line
The graph’s central finding is not that EU strategic autonomy is succeeding or failing. It is that the three tracks — energy, defense, technology — are at different stages and are interfering with each other in ways that are not obvious from the outside.
Energy independence was largely achieved, but it imposed costs that compound the technology deficit. Defense spending is accelerating, but structural fragmentation means the money is not building what it is supposed to build, and the minerals required make China’s leverage greater as spending increases. The technology gap is deep and is being fed by multiple independent failure mechanisms simultaneously.
Beneath all three tracks, the same structural ceiling keeps appearing: European countries cannot agree on enough things, often fast enough, to take the coordinated action that strategic autonomy actually requires. Most of the graph’s tools and mechanisms run into this constraint eventually.
The core pattern — replacing one dependency with a structurally similar dependency in a different domain — has repeated across energy, clean manufacturing, and defense materials without a single resolved instance. That is the graph’s most durable structural finding.