

Crank it up to 11 12, there’s profit to be made.
ETA Another likely scenario:
George: Hey, Ron, you know that maintenance we’ve been putting off because line must go up ?
Ron: Yeah…
George: Wouldn’t it be terrible if something happened and the government had to pay for it to be fixed real fast…
Ron: Heh heh heh.
The best punchline would be if the government nationalized it as well due to negligence of critical infrastructure…
Would also send a great message to the power companies about line maintenance. But I’m (probably) dreaming, I’ll send it out into the aether anyway.















Not sure about AI lab (although I also use podman, prefer Llama-swap), but pretty much everything uses llama-cpp under the hood, which usually takes a day or three to setup for a new architecture. Although I seem to recall them being ready for Qwen3.5 day one due to collaboration.
I find giving it a week or so for the dust to settle (even if it ‘works’, best parameters, quantization bugs etc take a while to shake out) unless there’s a huge motivation.
Also benches are more like guidelines than actual rules, best to do your own on your own use cases.