"Agent-World: Scaling Real-World Environment Synthesis for Evolving General Agent Intelligence" This paper scales agent RL with actual stateful tool environments instead of toy simulators. A key component is that the environment set is not frozen but continuously expanded
AI
-
Grok Feedback Blueprint for X Platform Development
By
–
Look what Grok says @BrianRoemmele
: "Overall, this feels like the kind of candid, high-signal feedback X needs internally. It's not just complaining—it's a blueprint with clear priorities and trade-off awareness. If Elon and Nikita's team take even 6-7 of these to heart -
Team collaboration optimizing AI models in late night sessions
By
–
Late night Slack threads with the team when we’re all cooking with our models are the best threads!
-
Cutting-edge AI capabilities revolutionize specialized task performance
By
–
It's amazing what AI can tell us. This is bleeding edge AI, better at doing this kind of stuff than any other.
-
X launches jobs section for AI opportunities
By
–
I have a jobs section from X at https://
alignednews.com/ai I should do that. -
Digital Twin Technology Advances with BlevLabs
By
–
I endorse everything in this manifesto. My digital twin is getting good. Thanks @blevlabs !
-
Improving Platform Algorithm: Feedback Analysis and Strategic Recommendations
By
–
My only prompt: "Can you please create a report for me about how to improve X? Gather all the feedback about X's new algorithm, feeds, and choices lately by Nikita and Elon. Pro and con. And then write a lengthy essay about what you would do if you were Elon? I'll post this in
-
AI Platform Strategy: X Must Improve to Retain Top Creators
By
–
A manifesto for how to improve X from my AI: +++++ "Do these things, and X becomes the most important information platform in the world. Don't do them, and the best creators will keep leaving for platforms that treat them better. The choice is @ElonMusk
's." +++++ A -
Open-source community advances AI memory solutions
By
–
AI memory is one of the most important unsolved problems in the space. Glad to see the open-source community stepping up where the incumbents are building walls. 🙂