Love this, very cool.

I used to use a service called ngrok for this, but it's nice that Cloudflare is offering one now.

CXMT is a memory fab that just opened in China. They achieved a 90% yield on DDR5. Hopefully that could ease up the supply squeeze.

CXMT has been in a game for a while, at least since 2025, because my SBC is using their LPDDR4 RAM.

It's very unlikely to have any meaningful effect. CXMT DRAM will also be hoovered up the moment it hits the market at the same inflated prices. Even if they had the capacity (they don't) why flood the market when you can just print money?

Even though cost-per-token is low, Deepseek v4 tends to burn an immense number of tokens to accomplish tasks.

It still ends up being one or two orders of magnitude cheaper per task on benchmarks.

I can go for days on end without topping up my deepseek account. When it can’t solve a problem I switch to GPT and have to top up in real time.

Great article

Face search? What do you mean?

sanest emacs user

Since Bitwarden is open source, can't somebody create a community-driven fork? Maybe a self hosted option?

Somebody did: https://github.com/dani-garcia/vaultwarden

Someone can, and did

"We also support inpainting, enabling targeted audio editing and the continuation of short recordings."

I didn't know there were models for that. Very cool!

PlayDiffusion is a notable one. But the state of the art is quickly evolving.

82.7% on Terminal Bench is crazy

Is it? There are 5 other models near ~80% and it was achieved in March... which in AI-world seems like a century ago.

https://www.tbench.ai/leaderboard/terminal-bench/2.0

those are not verified. I've tried forgecode and I cannot believe they didn't do something to influence the benchmarks

Yup, they were found to be sneaking the answer key using agents.md

https://debugml.github.io/cheating-agents/#sneaking-the-answ...

I guess it depends if you are working on something important to national security. Especially corporate codebases, etc.