Yeah this didn't happen. If someone is cracy enough to practice with holes filled with glass on fire why trust them at all about being cracy in the first place?
When skip level bosses on my last job wanted to do boneheaded things in automotive design they usually had to keep asking different engineers until they got a yay.
When it is pushed from the top it is hard to stop at ground level.
It is marketing for some SaaS thing. However, I think something like this, "verification loops with some sort of tricks", is what Anthropic and "OpenAI" do behind the scene with their interfaces.
> They're in a price war with the People's Republic of China running flat out with the full backing of a government that literally does not care
There is nothing to support this. You get cheap Deepseek tokens by foreign providers too.
It is the same thing with automakers. They complain about not being able to only make luxuary cars with high profits with BYD raining on their parade and blaming the Chinese gov.
It is quite disturbing that more and more ofent critique of policy or a political system like the EU is framed as some convinient boogey man's propaganda.
Yeah you'd need to compare this method with some classic method as a control. Otherwise "engagement" is just an indirect measure of how much the students studied.
Sounds like a children story about not making a deal with the Devil?
The implied part the children already know from other stories is:
The magic elves have a recorded history of laughing at their customers when they are on the toilette, hitting on their husbands/wifes and misleading their children into worshipping the elvendom and wander off into the forest.
The story ends in some sort of catharsis for the protagonist when the elves go one step too far. In the happy ending variant Disney makes a version off it is not too late.
> With OpenAI, at least my gpt-5.5 is the same as your gpt-5.5.
How do we know that? The "orchestration" layer probably forwards to different levels of quantization. And it seems tempting to make some sort of load balancer with adaptive computation effort.