ASML is the flashy, public-facing partner. Mistral is also working with the French government and defense industry for applications that are unlikely to be publicly announced, but are bound to bring in much more money.
The European-sovereignty angle is what makes Mistral's strategy harder to read from the outside. If a meaningful share of revenue comes from EU government and defense contracts, the public benchmarks against OpenAI/Anthropic stop being the right scoreboard — they're optimizing for different procurement rules and a different definition of "trustworthy." Curious if anyone has visibility into how those contracts are structured: per-seat, on-prem, or something closer to hosted with sovereign keys?
"...a long-term collaboration agreement to explore the use of AI models across ASML’s product portfolio as well as research, development and operations..."
ASML is one of the clients Mistral keeps referencing, for example here: https://mistral.ai/news/forge But it isn't clear exactly what they've been doing together. The Forge page only mentions they "train models on the proprietary data that powers their most complex systems and future-defining technologies."
ASML’s EUV money printer has nothing to do with their ability to deploy that money in illiquid investments instead of to their own shareholders
ASML buying equity in one company in tangentially related industry (just because they’re in Europe and the pickings are slim in both offerings and growth capital) has nothing to do with any synergy or integration with ASML’s utility (and bottleneck) to the chip supply chain
remember when you were studying for standardized tests as a teenager? this is what the high scoring answer would be
A friend of mine works for ASML and it’s suggested they were nudged quite heavily “from above” to make this investment, rather than it being an actual strategic play by ASML. Basically “sovereign EU AI” is the play here.
a cursory understanding of the subcontinent's abysmal venture capital ecosystem and bloc wide risk aversion would have anyone reach the same conclusion
They’re not competing in the same domain - if you look at their business model it actually is much closer to ML consulting for companies (CMA CGM, ASML, Airbus…). The big three are trying to capture B2C mainly while Mistral is full focused B2B
I check almost every mistral model. But to be honest after agentic coding has become a thing, I only test their models in a chat app. I tried their coding TUI a few months back and found that it was way behind. It didn't even support skills back then. I wish they go strong just because they are a big AI player in Europe and I have personal connection to France.
mistral was never competitive and is getting less so, but that doesn't matter they cant be allowed to fail and have a long time to find their lane. They're smart and have an audience of like 600m people and the largest governments by spending who would use them if they were good enough.
I would speculate that the purpose is not just to have a domestically owned model that’s as good as the Chinese one, but for the investment to be used to build a domestic industry of people that know how to do it themselves, so as not to rely on foreign parties, so it doesn’t have to be better, just has to be good enough.
If you're a European AI lab and you see you can't compete with the Amerikans on compute or spending, and the Chinese are open sourcing their LLM work and keeping the Amerikans honest, then there's no real need for you to focus on LLMs
This is why Elon’s appealing. I thought they surely had the talent to be considered a fourth at this point. (Oh someone mentioned they’re politically unpopular at work.)
No they really don't because Grok is not a competitor. The big 3 are the big 3 because they have historically traded the top place for model intelligence. Grok has never crested that high. People like to think Grok isnt as popular because of elon and politics, but if Grok was the best coding model, nobody would give a fuck. Google has also not led since gemini 2.5 pro. It's really the big 2 at this point.
The are in Europe and in France. The worst possible situation to be successful as a startup. I mean the extreme hiarchy, lack of salaries and taxation is not really gonna help.
And they obviously don't hire the right people. Reasons can be many-fold. One possible explanation is that there's not many talent left on the market, and most have been already picked up by other AI labs paying more $$$ while offering more exciting work and more exciting trajectory at the same time. Another possible explanation is that there is enough talent on the market left but their recruitment process doesn't allow them to recognize those people, hence it is broken. When I look into their job postings, I tend to give higher chances for the latter.
I was skeptical when I saw the headline. And I still am. But AI for manufacturing and industry seems like a good way to differentiate and focus on a vertical that others are ignoring.
What I am curious about is what has Emmi actually built? Who uses it? I was hoping to see something like a demo on the website but couldn’t find anything concrete.
They built a transformer-based mold flow simulator. Mold flow analysis is used in injection molding to predict whether and how the plastic will fill a cavity. It's helpful to make sure the mold will actually be able to fill, and to try to engineer lighter weight or different geometry.
Mold flow simulators already exist, but they're slow. So if you're a mold engineer, and you want to try different material properties, each run takes time.
By making this into a transformer (no idea what that model looks like) it can run pretty fast, because it's not mathematically solving it, it's running a learned function approximator. So for the mold engineer, suddenly they can just change values around and get pretty fast analysis.
They appear to not be selling it as a product per se, but partnered with a German company called Simcon to sell it, whose website lists it as a preview, so it's unclear how good it is compared to conventional simulations.
They seem to be doing let's say case studies on how AI based simulations can help industry.
They did injection molding for example, and I'm sure they're testing similar approach to everything which can be modeled by PDEs, which is well pretty much everything ever of engineering interest (I'm assuming this is somehow connected to a research project funded by Engel, one of the leading injection molding machine companies, located in the same Region): https://www.emmi.ai/models/neuralmould
"Early 2025: First enterprise contracts secured"
"Today: Powering Fortune 500 engineering teams"
- I guess that is all that is publicly available for now.
I assume it's more a talent acquisition as the company only exists for 18 months or so and you can't acquire enterprise customers that quickly, not even as an AI vendor.
The reason we have so much M&A is that large companies can’t really innovate, especially when they’re publicly traded and have shareholders who hate risk-taking
It’s interesting that a French company can compete at international level to some extent, given the regulations, labor laws and generally the business unfriendly environment. I suspect they capitalize on the preference of European governments to use EU products, but might be wrong.
This comment is ridiculous. France's economy is bigger than 90 % of "unregulated" countries.
European regulations help protect from USA's tech monopolies. French labor laws and social security and state-funded scientific schools helped build one of the most competent international AI scientist generation.
All of europe got crushed by the US on the domain of internet. "Regulated" or not.
Indeed, French labor laws and their downstream effects have pushed the most talented French researchers to US-based frontier labs, thus building one of the most competent cohorts of international AI scientists.
This has more to do with the humongous amounts of money sloshing around in VC funds and the disproportionate importance of the US in the global financial markets. They just followed the money. Those who are successful in securing funding then tend to come back eventually.
Curious to see, it sounds like a rather pretty irrational decision. I don’t see many YC companies suddenly running toward France after securing funding.
The impacts of French labor law have been studied. The European Union is a natural laboratory for the impacts of labor policy. There is a strong correlation between looser requirements for terminating employees and startup formation and risk-taking in business. The Nordics and the Baltics have produced more successful technology firms than countries where dismissing employees is onerous.
The impact of labor laws in France is profound. To avoid hiring employees, many firms bring people on short-term contracts. This disproportionately impacts young people. A tradeoff of the risk of being unable to discharge employees is reduced salaries for the gainfully employed. I have met several French people in tech who left because their post-tax compensation was so low relative to employment in the United States.
This information is unsourced and parroted from various articles in The Economist, Money & Macro podcast, and accounts of European citizens I've known.
Taxation, admin hell, government involvement led by highly uncompetent unelected people that got to make decision on the sovereignty and future of
Companies. The only chance for mistral is to escape the grasp of france and its low iq visionless political “elites” or else theyll endup like dailymotion.
Building a company in france and europe is hell even mistral ceo said this a few days ago in front of french officials
Everything that the parent comment said I tend to agree, and I lived in Europe for a long time. One thing he left out, and which is also very important, is a high level of corruption. Your success is defined by a function who you know and not what you can actually do - EU funds being a prime example but even without them every day work is the same.
What was the jurisdiction ? France is among the most difficult countries for entrepreneurs in the EU (maybe the Germany too, with their written paperwork and rigidity).
In top of high taxes, there is a very adversarial administration and a philosophy of “I’ve told you, you should never have started this project”.
In the baltics it is easy for example, but your experience can vary a lot depending on the country as the EU business environment is not uniform.
You would be surprised that many regulations are lobbied by American companies to secure their dominance. From gambling to advertising. European regulations are not to help citizens. But to help big institutions.
Its not ridiculous but accurate. You right the scientist generation is huge from europe but many leave europe… Brain drain in france is huge nowadays because of what op states.
And if you look at mistral biggest customers it would be lying not to say they are done through political ties. No shame in saying that. US gov and agencies created FAANG through those same mecanism
We are using it for "old-fashioned" use cases (sentiment, classification) for some clients here in Europe. Mistral Small 3.2 8bit is good enough for most well-defined cases.
It may just be greenwashing to check “AI sovereignty” off the list.
Europe won't be a leader in AI unless they get huge capital investment and datacenter build up. Sadly the regulatory environment of Europe combined with brain drain to America means it won't happen
Since 2024 the USA is draining brains into Europe in science in general but esp. in climate research, health research, and "tech" research. I can't find good numbers on IT specifically (except that the UK seems to be draining towards EU).
Commercialisation of research is still hard in comparison to the USA, though.
Europe is slowly moving to put part of pensions in the stock market (like USA does). Right now people put it in sp500 so that sweet pension money in eu markets might be interesting to see.
"...a long-term collaboration agreement to explore the use of AI models across ASML’s product portfolio as well as research, development and operations..."
ASML is one of the clients Mistral keeps referencing, for example here: https://mistral.ai/news/forge But it isn't clear exactly what they've been doing together. The Forge page only mentions they "train models on the proprietary data that powers their most complex systems and future-defining technologies."
https://mistral.ai/news/mistral-ai-raises-1-7-b-to-accelerat...
ASML’s EUV money printer has nothing to do with their ability to deploy that money in illiquid investments instead of to their own shareholders
ASML buying equity in one company in tangentially related industry (just because they’re in Europe and the pickings are slim in both offerings and growth capital) has nothing to do with any synergy or integration with ASML’s utility (and bottleneck) to the chip supply chain
remember when you were studying for standardized tests as a teenager? this is what the high scoring answer would be
If their best cloud-run offering is far more intelligent than the laptop Gemma / Qwen than nevermind
This is why Elon’s appealing. I thought they surely had the talent to be considered a fourth at this point. (Oh someone mentioned they’re politically unpopular at work.)
Mistral is super welcome competition, good luck!
Only desperate people would go work for Elon at this point.
What I am curious about is what has Emmi actually built? Who uses it? I was hoping to see something like a demo on the website but couldn’t find anything concrete.
Mold flow simulators already exist, but they're slow. So if you're a mold engineer, and you want to try different material properties, each run takes time.
By making this into a transformer (no idea what that model looks like) it can run pretty fast, because it's not mathematically solving it, it's running a learned function approximator. So for the mold engineer, suddenly they can just change values around and get pretty fast analysis.
They appear to not be selling it as a product per se, but partnered with a German company called Simcon to sell it, whose website lists it as a preview, so it's unclear how good it is compared to conventional simulations.
They did injection molding for example, and I'm sure they're testing similar approach to everything which can be modeled by PDEs, which is well pretty much everything ever of engineering interest (I'm assuming this is somehow connected to a research project funded by Engel, one of the leading injection molding machine companies, located in the same Region): https://www.emmi.ai/models/neuralmould
I am so tired of M&A. Buy instead of competing or - heaven forfend - cooperating.
European regulations help protect from USA's tech monopolies. French labor laws and social security and state-funded scientific schools helped build one of the most competent international AI scientist generation.
All of europe got crushed by the US on the domain of internet. "Regulated" or not.
By having a diverse set of private pension funds and endowments as LPs this is what funds the VC ecosystem.
France vacuums up its private capital into government pension schemes and dumps it into low yielding government bonds.
Could you please elaborate what labour law drives the labour out of france?
The impacts of French labor law have been studied. The European Union is a natural laboratory for the impacts of labor policy. There is a strong correlation between looser requirements for terminating employees and startup formation and risk-taking in business. The Nordics and the Baltics have produced more successful technology firms than countries where dismissing employees is onerous.
The impact of labor laws in France is profound. To avoid hiring employees, many firms bring people on short-term contracts. This disproportionately impacts young people. A tradeoff of the risk of being unable to discharge employees is reduced salaries for the gainfully employed. I have met several French people in tech who left because their post-tax compensation was so low relative to employment in the United States.
This information is unsourced and parroted from various articles in The Economist, Money & Macro podcast, and accounts of European citizens I've known.
Building a company in france and europe is hell even mistral ceo said this a few days ago in front of french officials
In top of high taxes, there is a very adversarial administration and a philosophy of “I’ve told you, you should never have started this project”.
In the baltics it is easy for example, but your experience can vary a lot depending on the country as the EU business environment is not uniform.
https://www.youtube.com/watch?v=I20fcnkzj5A
And if you look at mistral biggest customers it would be lying not to say they are done through political ties. No shame in saying that. US gov and agencies created FAANG through those same mecanism
[1] Outdated by now (higher)?
[1] https://mistral.ai/news/voxtral
It may just be greenwashing to check “AI sovereignty” off the list.
Americans will get to enjoy their rusty infrastructure and polluted air, and Europe will have lean and clean infra to support just what's needed.
Commercialisation of research is still hard in comparison to the USA, though.