Selling the Family Silver to a Very Polite Canadian

It has long been a cherished tradition in Europe to build a very large, very impressive fortress, only to realize halfway through the construction that one has forgotten to include a kitchen, or indeed, any actual food. We are, as a continent, exceptionally good at the masonry of regulation and the architecture of "strategic autonomy," but we occasionally find that the inhabitants of these fortresses are looking longingly at the takeaway menus being shoved under the door by the neighbors.

The latest inhabitant to decide that the Canadian poutine looks rather more sustaining than the local diet of white papers is Aleph Alpha. For those who haven't been keeping up with the genealogical charts of the artificial intelligence world, Aleph Alpha was Germany’s great hope—the "national champion" that was supposed to ensure that Europe’s data remained as European as a lukewarm espresso and a three-hour lunch break. It was the bulwark against the encroaching silicon empires of the West.

However, it appears the bulwark has decided to take a gap year in Toronto. Cohere, a Canadian firm with a name that sounds like a very expensive brand of minimalist staplers, is reportedly acquiring Aleph Alpha. It is a move that has been greeted in Brussels with the sort of stunned silence usually reserved for someone suggesting that perhaps the bureaucracy could be slightly more efficient.

(Narrative tangent: I once spent an afternoon in a German government office trying to register a bicycle. By the end of the third hour, I was reasonably convinced that the bicycle was actually a sentient being with its own tax obligations. The acquisition of an AI company, I imagine, involves significantly more stamps and at least one person wearing a very serious cardigan.)

The irony, of course, is that Aleph Alpha was the poster child for "sovereign AI." The idea was simple: why trust your most sensitive industrial secrets to a company in San Francisco when you can trust them to a company in Heidelberg? It was a pitch that worked remarkably well, provided you didn't mind that the company in Heidelberg had significantly less money and a slightly more pessimistic outlook on the future of humanity.

But as it turns out, "sovereignty" is a very expensive hobby. Training large language models requires the kind of electricity budget usually associated with powering a small moon, and the kind of capital that makes venture capitalists weep into their Patagonia vests. Aleph Alpha’s primary backer, the Schwarz Group—the people who bring you Lidl and Kaufland—seems to have realized that while owning an AI company is prestigious, it doesn't necessarily help you sell more discounted bratwurst.

The Schwarz Group is not entirely walking away, of course. They are reportedly planning to invest $600 million into Cohere as part of the deal. It is a classic European maneuver: if you can't beat the North Americans, buy a very small piece of them and pretend it was your plan all along. It’s the corporate equivalent of losing a game of cricket and then pointing out that you actually invented the grass.

There is something inherently whimsical about the way we approach technology on this side of the Atlantic. We treat the development of artificial intelligence as if it were a particularly delicate species of orchid that must be protected from the harsh winds of the free market by a series of increasingly complex glasshouses. We spend years debating the ethics of the orchid’s scent, the environmental impact of its soil, and whether the orchid has a sufficiently diverse board of directors. Meanwhile, in Canada and the US, they are simply paving over the garden and building a data center.

Cohere’s acquisition of Aleph Alpha is, in many ways, a very polite eviction. It is the moment when the reality of the "compute gap" finally breaks through the front door of the European fortress. You can have all the strategic autonomy you want, but if you don't have the GPUs to back it up, you’re essentially just a man in a very nice suit shouting at a cloud.

(Reflective observation: I often wonder if the algorithms themselves find our nationalistic squabbles amusing. Does a German LLM feel a sense of existential dread when it realizes its weights are being transferred to a server in Ontario? Does it suddenly develop a craving for maple syrup and a polite, self-deprecating sense of humor? Or does it simply continue to predict the next token with the same cold, mathematical indifference, regardless of the flag flying over the data center?)

The broader implication for the fintech and finance sectors is one of consolidation. We are entering the era of the "Mega-Model," where the cost of entry is so high that only a handful of entities can afford to play. For the banks and financial institutions that were hoping for a "local" AI solution to satisfy their regulatory requirements, the options are narrowing. They may soon find that their "sovereign" AI is actually just a Canadian model wearing a very convincing Lederhosen.

It is a slightly awkward moment for the proponents of European tech independence. They are like the hosts of a dinner party who have spent all evening talking about their home-grown vegetables, only to be caught ordering a pizza from the shop down the street. But perhaps there is a certain wisdom in it. After all, Canada is very polite. If we are going to outsource our intelligence, we might as well outsource it to someone who will apologize for being smarter than us.

In the end, the acquisition of Aleph Alpha by Cohere is a reminder that in the world of AI, scale is the only sovereignty that truly matters. You can regulate the tide all you want, but eventually, you’re going to need a bigger boat. Or, at the very least, a very good relationship with a Canadian shipbuilder.