For those who still didn't understand what Jev from @typesafeai can do, here is the example.
Jev can read dozens of structured trading signals and then show intelligent decisions.
It's time to make your system actually alive.
What a time!
After co-inventing ChatGPT, I kept asking myself: why have superhuman chat models not led to AGI?
I’ve spent the last 2 years in stealth building a new way to train models (RLCD), and a new type of frontier AI model that we are releasing today: Jev
• 20-200x faster
• 40-400x cheaper (w/ output tokens free)
• Frontier composable intelligence optimized for decisions
AFAICT the shortest path to AI-based economic revolution
A world class AI harness is now open-sourced
github.com/zai-org/ZCode
@Zai_org is lit!
A fun benchmark for Jev from @typesafeai
Jev can solve a 3x3 rubik cube in 0.5s
Try it: rubikjev.solo.engineer
Open source: github.com/0xtrou/rubikjev
You can now challenge Jev from @typesafeai yourself by scrambling the cube
Live at: rubikjev.solo.engineer
Open source: github.com/0xtrou/rubikjev
Great work ser, you made automation a next level already
Replying to @badlogicgames
you might be the first person talking about the data over the architecture! 🥲
we consider ourselves a data research lab! the vast vast vast majority of research was on making data that is truly general (ala a cognitive core) and 100% of our data is synthetic (but not the type of crap that is just spit out from an LLM obviously)
I didn't expect this much virality, so to be honest about the demo:
This is purely experimental, and dead-simple vibe-coded project.
I told my AI agent to build all of the possible indicators/predictions, which were built from the public OHLCV data sources, and then finally judged by the Jev's intelligence.
No real money traded, nothing more than just a demo/ showcase of the early Jev release.
For those who still didn't understand what Jev from @typesafeai can do, here is the example.
Jev can read dozens of structured trading signals and then show intelligent decisions.
It's time to make your system actually alive.
What a time!
I challenged Jev from @typesafeai to solve a rubik cube, this is wild!
For those who still didn't understand what Jev from @typesafeai can do, here is the example.
Jev can read dozens of structured trading signals and then show intelligent decisions.
It's time to make your system actually alive.
What a time!
You can challenge Jev yourself here rubikjev.solo.engineer
Totally agree.
We come to partnership era, no more dark secrets to success.
Transparency, speed, computes, compliance matters.
ELON MUSK: AI competitors should peer review each other’s models before release.
“I would recommend that we at least have some sort of informal weekly or biweekly call and that there’s maybe a week or two weeks of early access by competitors. This is why I think the incentives work, competing companies are likely to understand if something is a security risk and they’re not going to be shy about highlighting that their competitors’ models should be delayed in release.
The incentive structure does work quite well there. It’s similar to how the Motion Picture Association works as an industry group that decides how movies should be rated. That seems to have worked quite well. You really just have to ask the government to intervene if a company is doing something very dangerous and refuses to take action to reduce the danger.”
Seems like I need to relaunch.
Turns out the paid-first app wont work anymore if you're early. You need users, and unlock benefits later if they find the product makes senses.
✅Woa made my first @gumpbox_app sale ever, this is getting real.
The user that purchased my first app is from @MicroLaunchHQ @SaidAitmbarek
I thought it was a failure this time.😂 Marketing is real hard.
#buildinpublic
Dear Mac developers, who use Claude Code, Cursor, ChatGPT Work, Antigravity, ZCode, ...
I gave you the easiest way to secure your SSH-connection: use @gumpbox_app
It stores your private keys in the Apple Keychain, your SSH connections are exposed as a private (localhost only) MCP server.
It's time to change your SSH-ing ways.
I made @gumpbox_app for exact issues of AI agents working with SSH-ing.
The private keys must stay secured in the Apple Keychain. The SSH access is then served by a native and local MCP server.
It's time to seriously change the way of SSH-ing.
xitter.cf/_trou3/status/20954668…
I made 2 fruit flies playing the music tape!
xitter.cf/_trou3/status/20984539…
For the first time, scientists have mapped the complete brain and central nervous system of an adult male fruit fly — a key model organism in science. 🪰
Working alongside HHMI Janelia Research Campus and the scientific community, @GoogleResearch scientists and researchers used AI to combine millions of 2D images into 3D neural shapes, reconstructing a record-breaking 166,000+ neurons. This foundational map of the adult male fruit fly brain can help accelerate our understanding of the brain, and is a major milestone in neuroscience.












