their sub is crap. use opencode go (multiple workspaces) or wait for weights to drop

which is the bigger headline that people don't realize. this is 744b and its head to head with Kimi K3 (2.8T), smashes DS v4 pro (1.5T). even Opus and Sol are rumored to be 1.5T+ this is half the size!

in terms of performance the formula seems to be : dense parameters = sqrt(total*active)

You do need to compare active parameter too though. The total size isn’t a reliable indicator anymore

I was thinking the same thing. It feels truthful, no marketing BS and they call out where they lack behind the best models

its kinda crazy with literally no guardrails and a goal, the extremes these AI models can actually go to.

Well, to some extent you might be able to argue they're "just" brute-forcing things (especially with unlimited tokens and hours to spend on a task), but they obviously have detailed knowledge to guide them in their attempts, can learn (or at least, persist their newly-gained knowledge), and can use tools.

With a swarm of them working together at speeds humans would be unlikely to match (in terms of iterating on different attempts progressively), it's a lot easier to see how they could overwhelm targets.