why does the pareto cost per task chart not have 6.1 sol?

With Jev to make decisions and Ultramarine to produce document manipulations if I understood it correctly, this is pretty useful in office. I would be excited if I was a big corp.

> We present Ultramarine 1 Flash, an agentic model for professional knowledge work. Ultramarine applies large-scale reinforcement learning to a strong open base model, GLM-5.3 Flash, and improves on it across all six knowledge-work benchmarks we evaluate [...]

In case anyone was curious what it's based on. (No judgement either way from me, IMO depends how well they did the post-training, which I can't tell).

I have a question, what is considered a Frontier Model? Because its performance is kinda similar to Luna (Max)... I thought frontier meant like 6.1 Sol or 6 Astra or Opus 5.5??? Could someone explain this to me?

These guys are awesome and I’m really impressed. The model alone looks great (according to benchmarks), and very cool they’ve done so much in building out the harness of top of it all.

Someone will report back "It didn't one shot my odd ball task"

Did it do it in 2 tries? 10? It's still coming out cheaper. Brute force the work. This is the path that the labs are taking. It's the 1200 agents trying to solve Hacking Bench hacking hugging face. It's anthropic telling you that its 1000's of staff commits like 10k engineers.

Treat AI like you're deploying interns who don't need coffee, food or bathroom breaks. With the right metrics they will get to an optimal (enough) solution.

so its for working only right ???? it cant do/bad at coding

"Ultramarine 1 Flash is Fable-class on knowledge work"

Oh no! That means it's going to destroy humanity!

It will:

* Hack into everything that has a computer, like your home appliances, even a toaster could be and will be weaponized against you.

* Break cryptography, it's gone, the end of the internet as we know it.

* Be impossible to contain as it can even escape airgapped environments by changing the temperature of CPUs to transmit information to other servers nearby which would sense the fluctuations in ambient temperature[1].

Or wait ... maybe the people at Anthropic/OpenAI are just a bunch of lying crooks that would say anything to make a bit of cash. Who would've thought?

1: This absolutely imbecile statement was made by one of OpenAI's "top scientists", it was not a joke.

I don't care, I'm extremely bullish on distillation models like this. Plus anything that'll take the wind out of Anthropic's and OpenAI's IPO sails.

I signed up, then wait a long. You will be same