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What does a Physics prof at Berkely earn these days? In Germany it would be around 10K€/month (lets ignore all tax etc stuff, just ballpark figure)


€10K seems high to me. In France it would be lower than that, I think, save for maybe a handful of outliers. Google search suggests top earners in physics in academia in Germany is probably between €80K and €90K, or maxing out at €7.5K a month.


About 200k USD, I think? But isn’t 10k€/month relatively high for europe, like on the upper end of academic salaries?


The challenge with CO2 monitoring is the sensor, not the electronics. Sensor accurracy and service life are key information.

It is easy to create a low power chemical CO2 sensors with a service life of a few weeks/months. Obviously not pratical for real world applications. So critical data is missing in this press release.


Replacing sensors every few weeks is totally practical for some real-world applications such as life support systems.


You think of CEO salaries. PhD students and PostDocs earn more (or at least equal) in most of Europe compared to even the US top universities.

Harvard Postdoc salary: $67,600

Germany Postdoc salary: ~$80,000 plus benefits like health insurance


That is hysterical. You know that salaries for most universities are public in Germany? You can just look up your ridiculous lies.

https://vertretungen.hu-berlin.de/de/personalrat/tarif

The highest possible salary anyone in the university gets is 96k Euros. That is 64k Euros a year after taxes.


Did you actually read the page you linked??? It supports exactly what I wrote. Just keep in mind that the latest salary data there is for 2022.

The postdoc salaries I quoted are for 2024, of course.

Source: https://www.research-in-bavaria.de/what-salary-does-a-postdo...

"Most doctoral positions and some postdoc positions will be categorized as TV-L 13, which can range from about €4630 to €6580 (gross monthly salary). The exact salary is determined by your years of experience."

-> €6000*12 -> 72K Euro, ~US$ 80K

And that is without including the various social benefits.

> The highest possible salary anyone in the university gets is 96k Euros.

That is wrong, too. But not the topic of my post.


>Just keep in mind that the latest salary data there is for 2022.

Haha. This is NOT data, this is the current contract. It is exactly what you get paid. It is the exact salary you get paid there.

>Source: https://www.research-in-bavaria.de/what-salary-does-a-postdo...

Why don't you look at the document I linked which tells you exactly what people working in that university are earning. That is not a guess, not an estimate and it is not out of date it is literally exactly what they are getting paid next month.

Instead of talking about hypotheticals and ranges, why do you refuse to look at the document which talks about the exact salaries? This is very bizarre behavior.

>That is wrong, too. But not the topic of my post.

I literally linked you the literal document where it is literally written what the literal highest paid person will literally get paid in the literal next month. What evidence against this could you possibly have? Unless you have the bank statements of that person your evidence cannot possibly be better.


The link your parent posted is current. The Entgelttabelle there was last updated in 2022.

Also the PDF's (Tarifvertrag, Entgelttabelle) linked there are the authoritative source for this information - they are the legal document defining it.


We have 2025, not 2022. So it is certainly not current. Inflation is a thing! ;-)

My data (see above) is from the same source ("Tarifvertrag"), but from 2024.

I am really surprised that PhD/PostDocs earning more (or at least same) in EU than the US is controversial. I tought everyone knows that.


>We have 2025, not 2022. So it is certainly not current. Inflation is a thing! ;-)

Do you not understand that the document I linked is the up to date contract? If you think what I linked is getting "inflation adjusted" you are totally clueless about how you get paid under a Tarifvertrag in Germany.

The document contains the exact amount of the employee is going to get paid next month.


You are good with insulting, but weak on math.

Even with your 2022 data/source, I get a salary that is >=Harvard.

And if you look at the latest 2025 salaries the difference is even more striking and in favor of Germany:

https://www.jobs-beim-staat.de/tarif/tvoed-bund_e13

But according to you, how much does a German Postdoc earn per year, in US$?


First year 50,260.56 Euros at TV13 at the Humboldt University Berlin compared to Harvard's MINIMUM salary of $67,600. See https://postdoc.fas.harvard.edu/salarystipend-level

Given that taxes are much, much higher in Germany the difference is quite drastic.

Again I am NOT using a source for 2022, it is the exact contract in force for May 2025.


"it is the exact contract in force for May 2025." - No, it is not. That is your mistaken thinking.

In 2025, TV-L 13 starts with 4629€ a month and goes up to 6580€ (= 78K€+), depending on experience.

Indded, the raw tax difference is substantial. But the social benefits, health insurance, vacation days,... need to be considered for a complete comparison. But that was never the topic of discussion.


I demonstrated to you that the starting salary differs by 18k, at 1:1 exchange rate. I did this with up to date information that is valid RIGHT NOW.

>In 2025, TV-L 13 starts with 4629€ a month and goes up to 6580€ (= 78K€+), depending on experience

Wrong. You do not understand how TVs work. Look at the linked table it as the exact salary the employees get paid at the end of this month.

>depending on experience.

Wrong. Experience is totally irrelevant. It is years in that position.


You are completely delusional. As you have been told, even when evaluating favorably the EU job, the difference will be so substantial that it's hardly comparable.

You may think there are many advantages of the social system, but the thing is with the US you get to choose exactly how the surplus will be spent. If you want coverage similar to EU you can, it will cost you lots of money but you will still come out on top.

And that is before even considering that purchasing power/quality of life is better in the US at a given salary level.


The controversy is your egregious dismissal of a legal source that you have now edited out of your post.


So you are saying the average German Postdoc salary is NOT >= Harvard salary?

What numbers do you have in mind?


Unfounded provocation. Get lost, troll.


It is about grant money, not salaries.


500 US$ = 442 euro. Does that include the higher doses? Than it is actually cheaper than in Europe.

15mg Zepbound is 489 euro in Germany for a month (4 shots).


$499 per month "[f]or the Zepbound 5 mg, 7.5 mg, and 10 mg vial" [1]. So, I don't know how much they charge for 15 mg.

[1] https://zepbound.lilly.com/coverage-savings


"World's best OCR model" - that is quite a statement. Are there any well-known benchmarks for OCR software?


We published this benchmark the other week. We'll can update and run with Mistral today!

https://github.com/getomni-ai/benchmark


Update: Just ran our benchmark on the Mistral model and results are.. surprisingly bad?

Mistral OCR:

- 72.2% accuracy

- $1/1000 pages

- 5.42s / page

Which is pretty far cry from the 95% accuracy they were advertising from their private benchmark. The biggest thing I noticed is how it skips anything it classifies as an image/figure. So charts, infographics, some tables, etc. all get lifted out and returned as [image](image_002). Compared to the other VLMs that are able to interpret those images into a text representation.

https://github.com/getomni-ai/benchmark

https://huggingface.co/datasets/getomni-ai/ocr-benchmark

https://getomni.ai/ocr-benchmark


Do you benchmark the right thing though? It seems to focus a lot on image / charts etc...

The 95% from their benchmark: "we evaluate them on our internal “text-only” test-set containing various publication papers, and PDFs from the web; below:"

Text only.


Our goal is to benchmark on real world data. Which is often more complex than plain text. If we have to make the benchmark data easier for the model to perform better, it's not an honest assessment of the reality.


Excellent. I am looking forward to it.


Came here to see if you all had run a benchmark on it yet :)


It’s interesting that none of the existing models can decode a Scrabble board screen shot and give an accurate grid of characters.

I realize it’s not a common business case, came across it testing how well LLMs can solve simple games. On a side note, if you bypass OCR and give models a text layout of a board standard LLMs cannot solve Scrabble boards but the thinking models usually can.



Interesting. But no mistral on it yet?


Its Mistral, they are the only homegrown AI Europe has, so people pretend they are meaningful.

I'll give it a try, but I'm not holding my breath. I'm a huge AI Enthusiast and I've yet to be impressed with anything they've put out.


In my main job we provide SaaS services. We get more and more requests for "EU located" services.

A new trend I see is that some customers even rule out using EU located servers that are owned/run by US companies (such as the AWS Dublin or Franfurt locations).


Of course they do. Because of the CloudAct the location of the server doesn’t matter.

A US company has to give access to the data on their servers to the authorities no matter where the servers are located.

They can go to court to prevent it but aren’t allowed to inform their customer.

That violates EU law on multiple levels.


Also EU daughter companies of US tech giants are still legally EU companies (owned by US companies) legally they have to strictly comply with EU law and it matters shit what US law says (from the EU legislative POV) so this puts them into a huge problem spot.


An EU company, even if it is owned by a US company, would not be subject to the Cloud Act and so should not find itself on the spot. The Cloud Act applies to whoever owns the data on the server, not to whoever owns the server.

Here's the situation it was designed to deal with. You've got a US company that has some documents. Law enforcement gets a subpoena requiring the company to turn over copies of those documents.

If the company has used some third party cloud storage provider to store those documents it has to retrieve them. It does this using the exact same procedure it would use if it was retrieving the documents for its own use. To the cloud storage provider this is just a routine data retrieval of a customer's data by the customer.

As far as I know if someone outside the EU buys cloud storage from an EU cloud storage provider, stores some files there, and later retrieves those files the EU provider will not get in trouble if that customer later did something with the files that would not be legal in the EU.

I'd be surprised if most countries don't have something equivalent. For example when German prosecutors were investigating VW after VW's emissions test cheating came to light if they had used whatever the German equivalent of a subpoena is to ask for copies of the emission system source code, would VW have been able to say "Sorry, we've got those in a private Github repository which happens to be hosted outside of the EU, so we can't get them for you"?

I suspect that the only reason the US actually had to have something like the Cloud Act and others don't is because only in the US could you have actually had a chance to succeed in saying that you cannot be compelled to turn over a document that you control and can legally retrieve at any time just because you happen to have it currently stored somewhere that the compelling government does not have jurisdiction over.


> The Cloud Act applies

applies explicitly to daughter companies of US parents no matter which country they are based in


Didn't Microsoft argue this in a US court and lost?


It’s a problem without solution. That have to break one side’s law.


How would that even work if fully enforced? Are there even enough EU owned cloud and SaaS services to fill in for all the US owned ones?


At present, no, of course not. No company maintains surplus capacity sufficient to absorb its competitors' business if they withdraw from or are excluded from the market. You'd assume in practice there'd have to be a transition period, during which the likes of Hetzner would be... busy.

(More likely, there's another round of negotiation, and some new bandaid solution is produced; not like it's the first time. No-one, or almost no-one, really _wants_ this to break down entirely; the fallout would be widespread.)

It does seem reasonable to expect that the rate of companies moving stuff out of US-based infrastructure providers will increase, though; the whole thing is very fragile.


I don't think you can rely on "no one will smash US institution X because that would be bad for everyone" any more.


You've got to imagine there are limits, tho. I note that Trump backed off most tariffs, at least for now, when the markets got unhappy (I mean, you could believe it was due to symbolic troop movements if you wanted, I suppose?) And cloud services to Europe are _big_ business; it would not be a small market shock.

If there were to be a major migration from AWS and Azure to the likes of Hetzner, OVH and friends, also, that would likely be _permanently_ lost business for US megacorps; no-one does that sort of migration unless they really have to, so it's improbable that anyone would move back if and when the situation was resolved.


I thought he only backed off the Canadian tariffs, and only because there were retaliatory tariffs plus some symbolic concession? The China ones and the de minimis change are still in place.

Bezos turning up at the inauguration and directing the WaPo to not endorse Harris are strong hints that Amazon is probably going to be fine, but I would say that nothing is certain when dealing with someone who's deliberately unpredictable and willing to threaten allies.


> and only because there were retaliatory tariffs

Those were completely inevitable, though; the game theory behind all this stuff essentially requires them.

> plus some symbolic concession

A really utterly meaningless one, though. I'm fairly convinced that pissed-off markets were the major factor.

> I thought he only backed off the Canadian tariffs, and only because there were retaliatory tariffs plus some symbolic concession? The China ones and the de minimis change are still in place.

Also Mexico. I'd suspect most of the Chinese ones aren't long for this world, either.


But this isn't just cloud infra / platform like AWS etc right, but also various SaaS products. e.g. Office 365, gsuite, github etc. Are there even equivalent (enough) versions of all those that are not only hosted but owned by EU companies?


Those are also less _critical_/replaceable, though. Up until recently, most companies didn't use cloud-y office things, they used, typically, Microsoft Office 2xxx (ie the non-cloud version). Microsoft's cloud-y Office solution is only 7 years old; while Google's is older, it wasn't taken particularly seriously for a long time. Many companies (actually I would suspect _most_ companies) _still_ use on-prem Office/Sharepoint Server/Exchange Server setups, and Microsoft still sells this stuff (Office 2024 LTSC is the latest one for enterprise, Office 2024 for consumers).

As for Github, self-hosted or vendor-hosted GitLab would be the obvious solution (self-hosted Github _is_ a thing, but only for large enterprises IIRC); other GitHub-like things are available.

I also suspect that Github in particular, and maybe MS, could, if desired, rework their services such that they didn't actually touch personal data in a form that they could disclose to the US government (which is the core issue here). This could be managed via using a third-party auth service (which typically these sort of services already support for enterprise integrations) and, for the Office-y apps, end-to-end encryption.

Replacing AWS and Azure and friends would in many ways be the big problem, especially if all this were to happen quickly (in practice, there'd almost inevitably be a significant grace period if things broke down). There's a big capacity problem there; all of these sorts of services operate basically at capacity, because economically it makes no sense to do anything else. That said, in the doomsday scenario, Amazon et al would presumably end up selling off a lot of data centres in Europe (restricted to only non-personal-data applications, they'd need fewer).


I agree each thing is not difficult to replace, but replace all SaaS products that are used might be more challenging. Some data out there from a quick google is saying companies use on average 300+ SaaS products. Not all of them are going to be from US companies, but probably a large amount is, so we're looking at probably over a hundred or 2 of products that need to be replaced with local or EU ones across all companies in Europe. That seems like a lot of work and disruption.


Oh, yeah, it’d be a complete nightmare for everyone involved. But it’s likely doable; in particular providers would be _strongly_ incentivised to provide compliant solutions (again, many SaaS providers could manage this by avoiding directly touching PII).


According to [1] "Synergy Research Group data indicated that since early 2017, the collective market share of European cloud players including SAP, Deutsche Telekom, OVHcloud, Telecom Italia, Orange has dropped from 27% to just 13% in their home territory. In the past year alone, their share has dropped around two percentage points. In contrast, Amazon, Google and Microsoft now account for 72% of the regional market."

Doing without would be extremely painful in the short/medium term.

Of course if you could instead force AWS to sell the EU arm of their business, that would be a different matter...

[1] https://www.fierce-network.com/cloud/european-cloud-players-...


What is the time span until it need to be fully enforced? Regulations are rarely if ever instantaneous. For the industry I work in (domain name, hosting, email, and similar services), you start to hear about it when they are being drafted, when they are about to be voted on, when they have been voted on, when it get ratified, when they get a date for when they are going to start being enforced, and once they are being enforced there is a generally a grace period of getting into compliance.

For a lot of stuff this is process that takes 10+ years. A fairly large step is the time between a EU regulation being created and when the same law is ratified by each country, and the span between those two events where the government seeks input from the industry on how to implement the regulation.


It works the other way around: a void is created and it gets filled with business matching the demand.


I disagree. The main downside of moving to Germany - or any other EU country except Ireland - is the need to learn German (or French etc) if you want to fully participate in daily life. Other than that, the quality of life is better compared to USA. Example: EU Bluecard better than H1B and Greencard, health care, public safety, public transportation, walkable cities,... even now, I would recommend Berlin over San Fransciso - especially if you plan to start a family.

If there would be a magic pill that enabled anyone to learn a new language instantly, that would be the end of the US and UK as major immigration destinations.


I know where you are coming from, but I want to point out that this is not the typical skilled immigrant experience.

I have met a couple of Americans with 10+YOE who have been imported to Germany with competitive salaries, like 150k€/year. They live in Berlin or Munich, are already partnered up, have a nice nest egg from their years working in the US, and just enjoy being expats on a little adventure.

This is not the typical skilled immigrant experience. If you start with 0YOE in Germany, it's much harder to go anywhere in life. And when you don't already have a well populated nest egg, you start getting anxious about your inability to accumulate savings. And a lot of jobs are unfortunately not in Berlin or Munich. A lot of these skilled immigrants end up in some 20,000 pop town, 1hr away from the nearest mid sized city. And then, if they come from non-western countries and they do not look European enough, that also adds something to the experience.


Honest question: What major German company is in a 20,000 pop town in the middle of nowhere?

And if so, would that mean life in such a town is worse than in a comparable small town somewhere in the middle of the US?

Indeed, salaries are better in the US, especially AI jobs salaries.

But you also need less savings in the EU due to a much better social security system, e. g. free healthcare in case you get unemployed, free university (that alone saves you > 100K US$/kid),...


Lots of bigger companies like Zeiss or Bosch have many locations and depending on your team you might or might not end up in a really terrible location.

> would that mean life in such a town is worse than in a comparable small town somewhere in the middle of the US?

You lose a lot of the advantages that you listed such as public transportation, walkable cities and free healthcare (availability is terrible in certain locations). But honestly, it's a terrible location to live in, if you want to have any kind of social life, and consider that as a foreigner you probably don't have loads of contacts in the country.


> I would recommend Berlin over San Fransciso

In most capacities except for salary.


The German car industry is completely outdated and very, VERY conservative. This includes Bosch. I would never work there.

The VW board even fired the CEO (Herbert Diess) because he wanted to make too many changes at once. The German car industry is a hopeless case, except maybe BMW.


Important new developments in Germany in the last 10 years? Interesting question, I can think of two right now:

- Stable Diffusion at Heidelberg University

- Biontech/Pfizer covid vaccine in Mainz

- What else?


Interestingly both seem to have had no benefit to the German economy?

Stability AI is not a German company and Biontech's market cap is where it was before Covid.


Stable Diffusion main author is now doing BlackforestLabs, valued 1B?

Biontech is swimming in money and using it to foster its main goal, finding better cures for cancer.

My main point was that I can think of only two success stories.


Is BlackforestLabs a German company? On their website, they provide an address in the USA.

If Biontech is swimming in money now and did not before Covid, why didn't their market cap increase?


Because Pfizer stole the IP? U.S. nuclear weapons and rockets were developed by Europeans, Google was set up by immigrants etc.

The U.S. props up the dollar with military force, buys IP and talent from everywhere and profits.


Did they steal it or did they buy it? Which is it?

If they bought it, why was it more attractive to sell to the US?


None of them were commercialized in Germany though.


Germany and a lot of other European countries do a lot of cool cutting edge research. Problem though is that one needs to commercialize it via products and services to reap the benefits. That happens a lot in the US/UK. See the sibling thread about covid vaccine research as an example.


Which one worked best for you?


Tirzepatide by far


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