JUST IN: Anthropic co-founder Jack Clark reportedly warned new recruits to “get hobbies that aren’t computers,” saying the company is building a “superhuman coder with nation-state hacking capabilities.”
Unlock local, agentic workflows with Gemma 4 12B and Google AI Edge, directly on your laptop. Experience 100% on-device AI:
• Generate code in AI Edge Gallery (new to Mac)
• Dictate and edit text via AI Edge Eloquent (new to Mac)
• Serve Gemma 4 12B locally with LiteRT-LM
Dive in: https://t.co/gr7tOrZmc0
TIL: You can optimize any agent (cli) with GEPA to automatically optimize your prompts.
GEPA accepts any `(str) -> str` callable, it works with your own custom CLI, local models, or API agents. Wrap your agent in a python function and let it self-optimize.
8x lines of code with Mythos
But 4x productivity
Which means two things:
1. The code written by Mythos isn't as good as human-written
2. The bottleneck is now elsewhere (review, deployment, marketing, sales, etc)
We’re going all in on World Models.
Today we’re launching the 1X World Model Lab.
The bet is simple:
You can’t fine-tune your way to AGI.
And you definitely can’t fine-tune your way to robots that can operate in the physical world.
General-purpose humanoids need models that understand space, motion, objects, causality, affordances, physics, and action before they ever see a specific task.
The frontier is not better VLA wrappers.
The frontier is embodied world models.
The 1X World Model Lab will focus on large-scale embodied world model pretraining: building the most generalizable foundation model for humanoid robots from the ground up.
The next frontier in AI requires scaling:
web-scale media + egocentric human videos + sim + dexterous remote operated robot data + on-policy NEO data → real-world deployment for robot data collection and RL → abundance of data → physical AI
The robot collects data.
The model gets better.
The robot gets better.
Repeat.
To lead this, we brought in one of the best for the mission: @_sam_sinha_ , as Head of World Models.
Sam was a founding research scientist at Luma AI and has been at the frontier of scaling multimodal generative video models his whole career.
If you’re the best in the world at large-scale pretraining, video models, robotics, RL, infra, or data — and you want your models to move atoms, not just pixels — join us.
Send background + evidence of exceptional ability to:
[email protected]
We’re building the model that makes autonomous labor real.
Our internal data shows Claude is accelerating AI development—a possible path to recursive self-improvement, or AI autonomously building a more capable successor.
It’s happening faster than we thought, and the implications deserve greater attention. https://t.co/OVVPJO7VQx
More of the iOS app loop, now inside Codex.
The Build iOS Apps plugin lets Codex view and test your iOS app in the in-app browser, open SwiftUI previews, and hot reload edits without leaving Codex.