Sami

JEPA enjoyer @BrownUniversity, prev building world models @overworld_ai, data @Bloomberg 🇱🇧/🇺🇸

[Sami @_SamiBG]

@ycombinator @lucasmaes_

[Lucas Maes @lucasmaes_]

Would you like to join the research effort on JEPA and World Models easily?

After a full year of hard work, we’re excited to finally release stable-worldmodel:

an open-source, scalable platform built to accelerate JEPA & World Model research!

📄: https://t.co/gnxGvens5A

[Sami @_SamiBG]

@tszzl @eddybuild borlaug boy

[Sami @_SamiBG]

everywhere i look, every corner i turn… noam shazeer.

[Sami @_SamiBG]

another banger from the goat of goats

[Lucas Maes @lucasmaes_]

JEPA are finally easy to train end-to-end without any tricks!

Excited to introduce LeWorldModel: a stable, end-to-end JEPA that learns world models directly from pixels, no heuristics.

15M params, 1 GPU, and full planning <1 second.

📑: https://t.co/cpTzgvbTS0

[Lucas Maes @lucasmaes_]

JEPA are finally easy to train end-to-end without any tricks!

Excited to introduce LeWorldModel: a stable, end-to-end JEPA that learns world models directly from pixels, no heuristics.

15M params, 1 GPU, and full planning <1 second.

📑: https://t.co/cpTzgvbTS0

[Sami @_SamiBG]

@CgGlode that looks awesome!

[Sami @_SamiBG]

absolutely nuts! crazy speed and latency

[Runway @runwayml]

A breakthrough in real-time video generation.

As a research preview developed with @NVIDIA and shared at @NVIDIAGTC this week, we trained a new real-time video model running on Vera Rubin. HD videos generate instantly, with time-to-first-frame under 100ms. Unlocking an entirely new creative paradigm and bolstering the foundations of our General World Model, GWM-1.

Real-time generation opens a fundamentally different design space for video models and world simulation. We're investing in co-designing our models alongside advances in hardware to keep pushing this frontier.

[Sami @_SamiBG]

🤯 super impressive, academic labs can outperform entire startups these days :)

[Wildminder @wildmindai]

CS:GO + Adobe + Wan2.1 = WorldCam.
Interactive autoregressive 3D gaming worlds.

> AI now generates playable 3D worlds live
> You move the mouse, the AI builds the map instantly
> Turn around, and it remembers exactly what was there

No traditional game engines. Just neural networks hallucinating reality.

https://t.co/2WWhVacW7D

[Sami @_SamiBG]

@BlendiByl falmville

[Sami @_SamiBG]

@babugi28 dms closed

[AMI Labs @amilabs]

Advanced Machine Intelligence (AMI) is building a new breed of AI systems that understand the world, have persistent memory, can reason and plan, and are controllable and safe.

We’ve raised a $1.03B (~€890M) round from global investors who believe in our vision of universally intelligent systems centered on world models. This round is co-led by Cathay Innovation, Greycroft, Hiro Capital, HV Capital, and Bezos Expeditions, along with other investors and angels across the world.

We are a growing team of researchers and builders, operating in Paris, New York, Montreal and Singapore from day one.

Read more: https://t.co/kyVAL7EoFx
AMI - Real world. Real intelligence.

[Sami @_SamiBG]

@superspeeg congrats!

[Sami @_SamiBG]

@GillmanLab 👑

[Sami @_SamiBG]

@daseyb @valvesoftware congrats!!

[Sami @_SamiBG]

@memecrashes @docmilanfar

[Sami @_SamiBG]

@PrimeIntellect prime intellec app plz need to down node help

[Randall Balestriero @randall_balestr]

World Modeling research needs fast iteration, reproducibility, optimized baselines, open-source, and precise zero-shot stress testing. Here comes stable-worldmodel!
Paper: https://t.co/aGmoYOId8U
Code: https://t.co/YN3PS5xxV9
Come stress-test your model/idea!
DINO-WM results ⬇️

[Sami @_SamiBG]

@wilsonhou @lowercaseclub @angehyc congrats guys!

[Sami @_SamiBG]

awesome paper showing just how fast WMs can get with the right objectives

[Hazel Nam @hazel_heejeong]

Want your world model to be efficient, fast, and aware of dynamics?

C-JEPA uses 98× fewer tokens and enables 8× faster MPC planning than DINO-WM, while being explicitly encouraged to learn dynamics, without reconstruction.

📄 Paper: https://t.co/mOEthjlgkg