arlcode

One more anecdote: People at our company are very excited for integration of existing industry specific tools and processes.

Some of them do require frontier models but many can do with localish models. Some of these processes (in our industry) are also not really limited by software at all but by the speed heavy machinery can be operated and/or manufactured and/or transported.

I'm certain LLMs are going to continue rapid growth even there but it may be an ideal field for have lesser models work for longer if it saves money in the end.

Of course who knows in the end. I'm certain there is a high chance of this being entirely wrong

4xh200 seem to be enough if you cpu offload the engrams (which is pretty typical and even expected).[1]

And these are quite old cards by now. But yeah "all of OpenRouters traffic" is gonna take more than a rack

https://recipes.vllm.ai/deepseek-ai/DeepSeek-V4.1-Flash?hard...

We'll improve the security of all kind of systems. That is the solution and was always coming.

The number of zero days (which can be effectively used to attack critical systems) is limited.

With the pain of new tools on the attack side there will be tools on the defense as well.

Wow that is super expensive.

I usually charge at the super market (60KW) for 44ct / kwh which is not cheap but much more reasonable.

For comparision my employer offers charging at 23ct and my home price (from the grid) would be +-30 if I could get a charger there

Where I live (central Europe) I noticed that public fast chargers increased by a lot over the last two years in particular.

Is it the same in the UK?

Recently they started builing a truck charging facilty on the outskirts of town.

The thing is that doesn't even sound wrong and I don't think any native speaker would object to the article when used with a place of origin/belonging in a speech.

It emphasizes the statement if you ask me.

Only many years after learning of the speech I read online that it's allegedly "a gaffe".