Exactly, also the ECJ is horribly corrupt (search for the corruption scandal revealed by a French journalist few years ago). Nothing happened back them.
This will never become law in my country(Poland). Last time they tried to push it people protested in the millions.
I have not for couple of years, but before covid I've worked in a well-known Polish company that was trying to force everyone to use at first HipChat, then some awful OSS chat. My team set up discord then.
Recently I started getting messages from Clause Code (on a plan). "You're restoring an old session are you sure you don't want to compress the context? This will use a substantial amount of your usage quota"
That's exactly what I said. They do care when FLOPs are involved. Restoring an old session with 900k tokens will require a lot of FLOPs to reprocess the 900k token.
Meanwhile, they don't really care if you use hundreds of millions of cached input tokens, which doesn't consume any FLOP.
The author mentions lack of good Web search. I've been using slightly modified crawl4ai and searXNG together with firebase for the rare sites that insist on throwing wrenches in the works of my LLMs.
I also have my fork of metamcp that replaces firebase MCP spec with my own that tells the model to use crawl4ai and SearXNG instead.
I've been using this wia Librechat with every commercial and open weight model I tested.
The search is way better than OpenAI and what ClaudeCode uses, but Gemini is way faster. That will change soon as I'm planning to put these instances in a DC with gigabit pipe.
Firebase is not cheap, but it retrieves everything, bypasses captchas and so on.... As long as one uses it for 1% of Web queries the cost is manageable.
There are no books banned in EU... Some countries have laws that criminalise glorification of nazism or communism, but I never heard any book was "banned" as a result.
Here in Poland we had "Mein Kampf" by certain Austrian painter in my primary school library for example.
That's not true at all, for example in Belgium, any book that discredits genocide, incites to racial hatred, or shows sex with minors is banned from sale and/or possession. Then there's also moral rights infringement, such as obscene parodies of Tintin, books explaining suicide methods, etc, etc.
Serious programming is dealing with a large knowledge surface area.
So not "implement me a shading algorithm"
But more like: make an multi user app running on a k8 cluster, design the whole thing to be indempotent, scalable, easy to deploy remotely via ipmi/pxe boot.
Then see how it makes stupid mistakes along the way.
Today's AI is pretty amazing when it comes to fixing narrow problems (or creating Web apps with no infra). Give it anything where it needs to go online, download some helm templates and look through them to figure out parameters, as well as write an app and it will make lots of mistakes in seemingly simple stuff.
Opus seems to be the model that works the best with this.
I think there is no reasonably priced machine you could run locally to do serious work with LLMs...
10x rtx6000 Pro in a large workstation is probably the way to go for someone wanting to run GLM5.2.
Other than that it is cloud.
As good as these small models got we are still not "at breakeven" for me.
What is "breakeven" with LLMs? For me it is when I no longer have to read the actual code it wrote. I can trust that if I told it to implement and document a certain architecture it actually did that with no stupid mistakes.
The first model ever that did that for me was the first opus. 4.4 if I remember correctly.
The second model was Gemini 3 Pro preview. For few weeks. Then it was lobotomised. I guess it was too expensive to run and they quantized it too hell.
Only Opus remains. If this GLM model truly rivals even an old opus I'll be very happy when day comes that I'll be able to run it locally.
This will never become law in my country(Poland). Last time they tried to push it people protested in the millions.