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I don't know about spiketv but yes @ microsoft execution container post

with agentic coding lock in @ AWS and Google Cloud is evaporating fast

a few days ago I migrated a non-trivial firestore app to sqlite

10x less latency (10x requests / second)

migration took a few minutes (+ 2 days of prep)

just a few months ago that would have been infeasible or at least nerve wracking


SQLite isn’t equivalent to something like aurora.

It's all software in the end. If you plan ahead, it is hard to be completely locked in. I worked for a company, where we had build a data transformation pipeline, and we had GCP and AWS credits, and wanted to use both of them. We built a minimal, high-level library that could be mapped onto both PubSub and SQS (we were transforming the WARC files from the internet archive, in preparation for data analysis). Once we built this, and worked around the near-criminally incompetent design of SQS (e.g. PubSub does compression, batching, and does not send duplicate messages, while you need to all that yourself for SQS), we were able to use both clouds (for free) at the same time, and we were not locked in at all.

In fact, we had a call with some people who worked at GCP, and I (naively, and excitedly) mentioned that our design is simple/minimal and cloud-portable. A miasma of awkwardness fell upon the conversation, and I realized that the reason that the GCP people were so keen to speak to us, was that they were anticipating, that once we used up the credits, that they would then get regular recurring revenue from the company.

Most cloud companies are in the business of locking you in via very convenient APIs, that would be costly to migrate off of, if you did not abstract them away to begin with (naturally, the egress costs cannot be abstracted away, but those were not much of a problem in our case, because our output-data was very small compared to the input-data).

There is an expression in my native language: he who lacks virtue in the head, has virtue in the legs.


~ same pricing as when you use luna w/ caching off and tell it to output numbers

but about 10x faster inference


sorting the charts like that gives off weird vibes

https://mistral.ai/news/mistral-large-4/


sorting the chart like what? You just linked to the main page.

If you scroll down, most of the charts on that page are sorted s.t. Mistral's bar is right next to the worst competitor model, while the best competitor model's bar is positioned on the opposite side.

If one were to be cynical one could say that it's intentionally making Mistral's result look better than it actually is by making it harder to compare the bar heights.


sorting the charts like that gives off weird vibes

Had the same thought - feels chart crime adjacent

Bar charts should start at zero. If they don't start at zero, there should be a clear visual indicator that the chart has been trimmed without having to read the axis labels. I hate that this has to be repeated so often that it has become a cliché.

If there is a way to download the archive I did not find it. Most of the scans seem to be sourced from internet archive uploads.

That very blog post describes where they got their materials from, most of it comes from Retromags and out-of-print-archive. You can find downloads over at their sites, and those sites usually also upload to IA.

I don't think you can download directly from VGHF as that is not what it's intended for (it's a research tool)


I couldn't even view any "documents". Always said there's a problem.

works fine here. Maybe try a different browser, or disable Adblocker/NoJS (the reading page looks like it uses lots of JavaScript)

They tout vghf as a museum, but you're really funding Frank's private collection.

no idea who Frank is (neither do I care) but these files have been readily available for years (and still are), all they're doing is collecting them at a central place and make them searchable (and vievable at a decent speed, compared to IA).

So yeah, I'm fine with people funding that


I'm genuinely asking; why do you want to download the whole archive? What's the purpose?

Preservation through proliferation. Should the archive be forced offline, for whatever reason, it will still persist elsewhere, even if its just rotting on somebody's external hard drive, waiting to be found.

Because it won't be there the next time I go looking for it.

Can't speak for the above, but for me it's a hedge against enshittification and sudden shutdowns. If I had a dollar for every community archive that suddenly went offline, I'd have several dollars.

This is the archive of the Video Game History Foundation. They’re properly setup legally, have overwhelming backing from the industry, and a pristine reputation. They’re basically the Smithsonian, or more accurately the Isabella Stewart Gardner of the video game world.

They’re going nowhere.


AI training?

No. This is by design. I do not like it. It's a tactic often deployed by libraries that want to retain some control over scanned assets. To be fair, normally they are funded by tax payers.

The answer is weaponized scraping.


i wonder if the custom tokenizer is better in practice, the examples look interesting though

> excluding the European Economic Area, Switzerland, and the UK

https://help.openai.com/en/articles/20001530-getting-started...


Always a sure sign to be wary if they can’t square the product with data protection

I wouldn’t be surprised if there was a Room 641A [1] somewhere at OpenAI.

[1] https://en.wikipedia.org/wiki/Room_641A


They usually roll things out in the EU after a few days/weeks. It's too juicy of a market to ignore for them. It's an easy way to phase in a new product without having to commit to world wide coverage on day 1.

In my test, giving the context for the entire history yielded a result of 95–100 per cent

So yet another attempt to steal user data

If only Europe could have produced a single frontier model company..

They don't need to. Frontier labs are all unprofitable, it's better value to redistribute China's open-weights models.

So why doesn't Europe with it's talent, money and institutions create an actually useful open source model rather than relying on China?

The European attitude to technology is very strange to me. I'm very happy that I've been able to move to the US and leave it behind.


Plenty folks in Europe work for American businesses, including tech, it’s just super duper hard to scale a business as quick as it is in the US for a variety of reasons - regulation, funding, labor laws, euro idea of work life balance, …

Fragmented EU domestic market (27 very different countries with no shared language) vs. unified US domestic market (50 pretty similar states with shared language) is the most important factor when it comes to scaling the typical services with marginal to nonexistent unit costs that are common in the tech world, especially consumer tech.

Yeah but also the consumer (if you’re selling to consumers) is very different in the US va Europe: on average, the US consumer wants to be sold stuff to. Not as much in EU.

Thank you. People love to blame regulation but no amount of regulatory simplification is going to make a Lithuanian speak Italian.

Combine it with the fact that in the media of every country the US comes far ahead of any other UE countries in terms of coverage (on any topic), you have a recipe that no amount of deregulation can ever fix.


> 27 very different countries with no shared language

Yet I can ask a Chinese frontier model in Russian how to say the phrase in Hungarian. How do they manage to achieve that?


Whatever LLMs are capable to with regard to translations is not relevant for the 30-year history of primarily Silicon-Valley-originated consumer tech service expansion: todays' LLMs didn't exist pre-2022, but the gigantic moat of US tech giants was developed pre-2022. Today, they mostly profit from that flywheel having been sped up already in the past.

What’s the „euro idea“ of work life balance?

That there’s life outside work ;)

You work to live, you don't live to work.

Why should they join in on a shoveling cash in to the fire competition? The winning move here is to just sit and watch the others waste all of their resource and to just take the free open source model that comes out at the end.

Again; they don't need to. Chinese open-weight LLMs are free and better than US models for security-focused work.

As an American, I wish our country had fewer "frontier" labs. They are not profitable and will destroy the economy when (not if) they fail to achieve gross ROI.


I kid you not, the research cloud for Danish universities is deploying a "sovereign AI". Which means running GLM 5.3 on their Nvidia GPUs. All that while EU designates China a strategic threat.

It's still much more sovereign AI than renting cloud from the country who wants to invade them though.

That is unironically more sovereign than using any US-developed AI. GLM 5.3 is cutting-edge for cybersecurity tasks, while the US frontier forces KYC/background checks for cyber capabilities.

Well in the same way as all the solar panels come from China, as well as all batteries.

EU is an open market - it exports a lot of products, but they are of high value. The AI spending is simply not high enough value so that it is picked up.


> So why doesn't Europe with it's talent, money and institutions create an actually useful open source model

This question is based on the assumption that existing models are actually useful.


They already are to many people. Maybe not to you, but that's okay — no tool has to be useful to everybody. It's therefore a valid assumption.

I would consider them tremendously useful.

why would anyone make a new model when we already have so many?

Well it's too late now. Europe should have started in 2023 when there were only a couple of models. Instead, we got Mistral, which is just useful for OCR.

A technology whose main selling point is that it will leave you without a job? What's wrong with Europeans, why don't they love this? Maybe because we don't have enough billionaires to convince us.

> Over time, we see prices go low enough that it makes sense for most to buy usage as needed

Hard to believe when all they've done so far is raise prices and reduce usage quotas.

The 20x plan right now lasts about 1 day and they're reducing it to half a day of usage?


Put differently, they're trying to kill subscriptions. The old bait and switch.

I agree with them. It will happen circa 2035, when OpenAI will at best be a Microsoft division, acquired for $20bn.

And renamed to Copilot

Yeah... on OpenRouter or equivalent

For most work now it's already cheaper to buy tokens.. of DeepSeek v4.1 Flash from the official DeepSeek provider.

Yeah $20 there lasts forever

Pick something you always wanted to learn more about and use LLMs to help you


It just needs to be something where you can verify its information quickly enough.


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