World Labs unveils Atlas, an omni world model pretrained from scratch for spatial intelligence
drfeifei · x · 2026-09-02
World Labs introduces Atlas, its next-generation omni world model for spatial intelligence:
- Architecture: a multimodal autoregressive diffusion transformer pretrained from scratch to natively operate on text, images, video, and 3D. All inputs combine into a shared spatial context, keeping generation 3D-consistent; performance scales with training compute.
- Four capability areas: camera-controlled generation (up to 1-minute 1440p video with pixel-perfect control); spatial reconstruction (1 to dozens of images, outputs novel views and explicit 3D, beating specialized 3D reconstruction SOTA); space-time simulation (video reframing, Real-to-Sim robotics workflows); and image generation (text-to-image and 360 panoramas with text rendering).
Atlas will power future versions of Marble and other products.
Related event: World Labs Launches Atlas, an Omni World Model for Spatial Intelligence(64 posts)→
More from Multimodal
- Apple's immersive horror short Remnants wows Vision Pro users with 3D presence — Scobleizer · 2026-10-18
- H3 360° Orbit Camera LoRA for MiniMax Open-Sourced, Generates Smooth 5.2s Shots — merica420_69 · 2026-10-18
- 'Tesla in Pakistan' AI video made with Seedance 2.5 goes viral — SimplyAnnisa · 2026-10-18
- Borges's nine stories turned into walkable 3D worlds with AI model Fable 5.1 — emollick · 2026-10-18
- Midjourney cozy couple photo: full prompt shared for killing the AI plastic look — tisch_eins · 2026-10-18
- Higgsfield playbook: scene templates, paid creator network, $20-to-enterprise funnel — sujingshen · 2026-10-18