Friend of mine works for a corp that is one of the top spenders on Claude models. He complained about these nerfs during peak demand. Their Anthropic contact changed something and it did not happen since.

Agreed, but They were accurate on the Russia full scale invasion, months before it happened

Individual incidents aren't representative of accuracy or well-tuned truth seeking processes, that can only be assessed over time.

You sure? Kimi K2 Thinking was apparently build by just 80 people and not more funding.

> Kimi K2 Thinking was apparently build by just 80 people and not more funding.

But they're not competing (offically at least) for GPUs and they have much, much cheaper electricity (which makes pre-training more affordable).

Artificial intelligence is only as useful as its intelligence. A dumb model provides no value to anybody. Flock to a dumb model? - doubt it. Forced by the EU? - i can see it happen, sadly.

Never underestimate a small dedicated underdog. You never know who might catch up later in the race

" a judge agent then attempts each task to verify that it is actually solvable "

I understand you need to verify the goal is achievable. But if the judge agent has the same goal as the training agent (solve), and both are of the same model, then aren't the judge and the training agent doing the exact same thing? What is the point then? Can someone explain this to me.

It works because models are not deterministic so you can prompt two instances of the same model to be adversaries of each other