Right now, availability is so limited we don't expect to run these at scale, at least not for a couple more months, but running a single instance to host coding models for our users - that's a definite possibility. We run B200s, H200s, H100s, A100s, L40S and 4090 48GB.

So now where this will make sense for inference, we barely fit quantitized Q8 Qwen Coder 3 and Kimi K2 instances on our H200s. Kimi K2 @ Q8 left no room for a kv cache for the context. Could these models fit on a single 8xB200 instance? Probably, we'll try this week.

There is an argument vibe coding will make apps more safe not less.
A lot of sloppy languages/systems exist because they're easier to learn. But with AI that is no longer needed.
So we can actually build not shit systems out of not shit languages. And still get them adopted.

[DeXRP Technical Engineer's Perspective]
I will be live streaming on YouTube from 22:00 tomorrow 🫡
This is not a description of the product, but an explanation of the actual situation from a technical perspective.

Counter-point: Open Source models are a loss leader for AI labs to achieve market penatration.
If China wins the open source race then slowly migrates all models to only support certain hardware manufacturers, some major GPU companies could be affected, and so could America's GPU supply soft power when it comes to AI.

Is hardware acceleration truly the bottleneck for ZK adoption or are other factors at play?

Wild. Single shot text to 3D scene (gaussian splat) with no editing.
This is approaching a usable scene asset for a game / 3D application.

Go from chaos to clarity with the GitHub Copilot coding agent. ✅
Let it handle complex tasks and automate your workflow so you can focus on building.
Here's how it works.👇

They host Apache for your ETL pipelines

Union upgrades IBC into real trust infra. Instead of just passing messages, it verifies source chain consensus directly on the destination chain using zk proofs.

The data has finally come to life, and Irys has given Web3 a true memory.

Biggest update I have ever worked on. I am still new to Solana Program development yet I have been able to create the first…

EIP-7907, which increases the contract code size limit and adds a gas metering to code loading, was recently removed from F…

Before the free option problem blows out of hand and is used as a drawning man last attempt to butcher or stop ePBS. Yes it's...

Caffeine & ICP self-writing internet progress:
1 more access codes/great feedback
2 low-cost data/mass file storage coming
3…

ZK was clunky & expensive.
Then a new solution came.
Now ZK is cheap & fast.
The upgrade wasn't optional. It was inevitable.
Here's my proof of Compute

Modularity gives builders flexibility and users ownership.
But can something this dynamic scale effectively?