Plus the model's capacity to take more context into account and actually integrate it to the output is simply limited by the number of activated parameters. If you give it a playbook, you are forcing to choose it between attending to the playbook and the task at hand.

If you want to force it to work step-by-step, you need to present the steps one-by-one. Ideally with rules for the current step at hand and maybe relevant input again, depending on overall task size.

Why did you think models love to re-read files before editing them? It increases recall quality and thus edit precision and thus benchmarks.

So if you feel like you are getting more ADHD-like issues, do consider a sleep study. Early tells are easy: you often feel like shit in the morning.

If you want to make sure, get a sleep study done.

Why do you think you are avoiding the bed as if you were afraid of dying in there. Exactly! You literally are.

I'd say that with court ruling these are no longer alleged. Right?

It also means that if they actually trained with vision, they'd be on par with Anthropic models as vision seems to improve model performance across the board even for non-vision tasks.

| DeepSeek V4 Flash | 97/100 | 41/50 | 41/50 | 92W / 102T / 6L |

Benchmark costed me just under $1.

Governments are no longer allowed to print money. Do you think they will be allowed to build unlimited supply of robots? You are funny.

All the robot factories will belong to rich and we will have to _beg_ to have some measly allocation _while_ we feed the police that prevents us from just taking them.

And politicians will mostly just say this is _inevitable_ for some reason or other.

Debt owed to central bank. Enforced by State via taxation and confiscation of property if you do not pay up. People seek it because they need to pay the said taxes and/or believe other people will seek it to pay theirs, including in a foreign territory. Loses value when central bank/State is unable to impose taxation and/or has not much useful work to extract from its subjects.

Recently western States have been captured by socialists, which prompted a reaction of the rich and powerful that eventually made the States unable to issue money and forced them to beg for the very thing they enable on the door fronts of the capitalists, making democracy a second-class economical citizen.

That person has zero skill in actually making tight automation that doesn't just fall over. And I have yet to see an AI agent that tells them "look, your requirements are contradictory, given this and that, these two cannot coexist".

Those little sycophants will just go and try to please the domain expert and placate him in all ways possible. Bend backwards rather then forcing them to reassess their assumptions.

We've also ran out of freedom at that point. We used to simply walk away from bullies, but that was no longer possible, with the farm and all.

At some point bullies stopped charging for racket. They stole the land and told us we are now working under them, for them.

The year before that the Among Us was the highlight. I landed on imposter so many times they started ejecting me habitually. :-D

I think this year I'll finally play some AoE2 with my wife. We're going to Wololo the shit out of my colleagues. Well, mostly her. I'll just send her some tribute I guess.

At the end, cache hit rate is like 99.5% if Novita is not having issues.

For official DeepSeek API, 99.9% or something.

Custom harness that never compacts or otherwise doctors the history.