I call these AI tools "proprietary non-determenistic database of the free internet". They belong to american companies which can cut off your access if american government doesn't like your country's government. They fed from the free internet that many of us grew up in, store it in humans unreadable form and sell you access to it. If some day claude starts to spit out compiled binaries instead of code nobody will notice, and we'll essentially get proprietary cloud-hosted compiler that most in the world depends on to build software. With built-in telemetry and backdoors and clause in license that allow full overtake of your business if provider wants it ofc. It's a great shift from the internet we all know and love towards the new subscription-based access to world's propriatary knowledge base. It's a perfect "mind control" tool as well - you don't need USAID, "free media" and stuff like that in other countries when all people there including politicians ask chatgpt everything from meaning of life to recipies of pancakes. Once you see these political and philosophical dimensions it's hard to unsee how claudecode running on my PC won't turn into a weapon some day. But in blissful ignorance it's fun to use, and companies love it for the promise of replacing people. Amen

The internet is for everyone. I am proud for us for building something so awesome that we get to train an entire replica of human reasoning on top of it. It's sad that most of the "new" internet will be made by these machines, but that's cool nonetheless.

Yes it's billion dollar companies building it, but every technical revolution needs large funding before it becomes accessible. Even the internet itself was way too expensive back in the days. Now we access it from fridges and toasters. Electric cars had to start as luxury purchase, so did phones or even CD players.

Now that we know what quantization is most optimal so that we built optimized accelerstors, how to architecture/harness LLMs for our purpose, now we can start to reclaim it.

Especially now when LLM APIs are starting to get expensive.

You forgot the push forward towards more destruction of the planet we depend on to live, and the centralization of wealth in addition to the one of power.

This would make you anti-OpenAI, not anti-AI given the explosion of local models. Two different ideas.

That would be a world where there is very little value in local models. I don't thinkt that will be the case.

Open weight models remove most of the issues you list and require relatively affordable hardware like a MBP with 128gb of ram or even less.

Deepseek v4 flash is by any means comparable to SOTA from 6 months ago. It's more than good enough for AI-assisted coding and there are no reasons to believe that one year from now or so, they won't be even better and faster.

Respectfully, this looks like coping with the fact that a fundamentally new technology is discovered but people can’t cope with the immensity of it so they end up throwing in shallow and spread out criticisms spanning sovereignty, USA bad, replacing people bad etc.

It’s my personal opinion and it looks extremely incurious analysis of what’s going on. Even if a person doesn’t like AI, I would expect a curious person to have more deep opinions. “Non deterministic database” clearly tells me this.

There’s not a single coherent critique but just throwing some polemic to see what sticks.