1,330 karma · joined March 1, 2025
> The researchers identified that Rubocop, one of our tools, was running outside our secure sandbox environment — a configuration that deviated from our standard security protocols.
This is still ultra-LLM-speak (and no, not just because of the em-dash).
The 500 million one is also for anti-trust rather than GDPR, which is the one that includes % global revenue fines.
[0] https://www.reuters.com/sustainability/boards-policy-regulat...
And the reality is that the US government would start blackmailing the EU long before that dramatic escalation is reached.
Entirely different from their EU operations to just give one example.
> The less severe infringements could result in a fine of up to €10 million, or 2% of the firm’s worldwide annual revenue from the preceding financial year, whichever amount is higher.
> These types of infringements could result in a fine of up to €20 million, or 4% of the firm’s worldwide annual revenue from the preceding financial year, whichever amount is higher.
And then there's places like China, where the effective fines are "you either comply to the letter or you won't get to operate in this country".
You have no idea just how much revenue Google et. al make from e.g. the EU. The shareholders would absolutely eat Google alive for just walking away from many billions of dollars rather than just complying. I've said this here before:
> A point we're still lightyears away from. The lengths they go to in order to operate in China are magnitudes greater than to operate in the EU, yet EU makes them $10+ billion more profit than China.
> What would actually happen is that the US would start seriously threatening (blackmailing) the EU to a degree where it's forced to relent long before Apple would pull out.
> Apple's estimated operating profit from the EU is around $40 billion dollars. If the US government wouldn't get involved, they could force Tim Apple himself to live on top of the Alps and he'd happily do it rather than lose that $40 billion, or shareholders would vote him out ASAP.
You can substitute Apple for Google or any SV big tech.
>We got a little peek into this when the GDPR was rolled out and many small and medium companies simply blocked GDPR countries rather than risk the massive fines spelled out in the GDPR.
So you do "% of global revenue", "gatekeeper/minimum size applicability" and so on. Absolutely trivial stuff, this has been figured out ages ago.
Any non-western country? Bold statement. I can tell you that there are non-western countries where height matters more than any Western country.
It's the literal concept of a tax haven.
This permeates through in every facet of society. For example, the exact same psychology is the reason behind having the lowest birthrate in the world. Don't have the money to raise a child in a nice new apartment in a great neighborhood including tens of thousands dollars spent on private education? Ok, then no child it is.
Agreed, it doesn't. Nothing about that fact seems reason for optimism, however. It's a gigantic leap to go from "the current level of exploiting each other doesn't come naturally for people" to "that level is going to decrease, or stop rising, any time soon".
I live in the country with probably the highest sit-down cafe density cities in the world (Korea), and this issue has been figured out ages ago. If you know any such cafe owners who don't understand how to deal with this, I'm happy to have a chat with them. Or they can come over here and I can show them a dozen cafes so they can see it with their own eyes.
You simply set up the cafe to accommodate the exact % of such laptop users as you're comfortable with, which can be 0%, 100%, or anywhere in between. If you do for some reason want to run a cafe where 100% of seating is usable for laptop workers, then the way to keep it all profitable is also straightforward: 1. you make your cheapest coffee (converted to Dutch CoL) 7+ euros a cup (use some single origin stuff that's still cheap when bought from wholesale). 2. As food, only offer small sweet bites and make those similarly overpriced. 3. Make the seating dense so you can fit a lot of these office workers. Bar seating is especially space-efficient for this.
The Netherlands even has an advantage; people can't just leave their setup on the table and leave for hours as it may well get stolen - this is not an issue in Korea so some people actually do this, the worst case scenario for cafe owners.
Calling 99% of the world's universities irrelevant is certainly a take. And not a very intelligent one.
It's possible that it was an internal system prompt change despite the claims of "there is no system prompt on the API", but this is in effect the same as changing the model.
> There IS evidence that would satisfy me, but I'd need to see it.
Describe what this evidence would look like. It sure feels like an appeal to authority - if I'd be someone with a "name" I'm sure you'd believe it.
If you'd had had the same set of evals set up since then, you wouldn't have questioned this at all. You don't.
> I don't think you're making it up, but without a lot more details I can't be convinced that your methodology was robust enough to prove what you say it shows.
Go and poke holes at it then, go on. I've clearly explained the methodology.
There is no evidence that would satisfy you then, as it would be exactly what I showed. You'd need a time machine.
https://www.reddit.com/r/ClaudeAI/comments/1gxa76p/claude_ap...
Here's just one thread.
It's super unlikely that there's one answer across all use cases for "GPT5 vs Claude" anyway. Double so if you include Opus and the vs is pure quality instead of quality per $.
> Also regarding "Sonnet is faster" I did explicitly mention that I believe this is because GPT-5 is in preview and hours from the release.
I genuinely don't see this mentioned, where is it?
My limited API testing with gpt-5 also showed this. As an example, the instruction "don't use academic language" caused it to basically omit half of what it output without that instruction. The other frontier models, and even open source Chinese ones like Kimi and Deepseek, understand perfectly fine what we mean by it.
How can I be so sure? Evals. There was a point where Sonnet 3.5 v2 happily output 40k+ tokens in one message if asked. And one day it started with 99% consistency, outputting "Would you like me to continue?" after a lot fewer tokens than that. We'd been running the same set of evals and so could definitively confirm this change. Googling will also reveal many reports of this.
Whatever they did, in practice they lied: API behavior of a deployed model changed.
Another one: Differing performance - not latency but output on the same prompt, over 100+ runs, statistically significant enough to be impossible by random chance - between AWS Bedrock hosted Sonnet and direct Anthropic API Sonnet, same model version.
Don't take at face value what model providers claim.
It was related to software architecture, so supposedly something it should be good at. But for some reason it interpreted me as asking from an end-user perspective instead of a developer of the service, even though it was plenty clear to any human - and other models - that I meant the latter.