Atlas by World Labs
Turn text, pics, video, + 3D into camera-controlled HD video
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Atlas is World Labs' omni world model. It takes text, images, video, and 3D, then generates camera-controlled 1440p video up to a minute, reconstructs scenes from a few photos, and simulates space-time for robotics. Early access.
PH · launched Sep 3, 2026 · 227 upvotes (top 1%) · 0 views
Niche: ai video generation tools · 760 launches, 45 in the last 7 days ▼ -46% · Explore this niche →
Category and tags
- Media & entertainment
- Content generation
- B2B
- AI-native
- Commercial product
- Developer Tools
- Artificial Intelligence
- 3D Modeling
Visit website ↗ Source listing ↗
More like this: all 760 launches in ai video generation tools →
Could you build this?
No Atlas is a frontier multimodal world model trained from scratch on massive video, 3D, and spatial datasets using millions of dollars in compute and cutting-edge 3D diffusion research.
What it would actually take: Developing a model like Atlas requires tens of millions of dollars in GPU clusters, petabytes of paired 3D/video spatial training data, and a world-class spatial AI research team. The architecture involves 3D-aware multimodal autoregressive diffusion transformers trained with custom spatial position embeddings, novel view synthesis losses (NeRF/Gaussian splatting representations), and specialized camera pose conditioning.
Competitors
Other products that read as similar to this one : 178 launches clear the similarity bar, closest 8 shown.
Attention rank: #3 of 179 (itself plus its competitors, highest first, normalized so YC and Product Hunt are compared fairly).
Launched 295 days after the earliest competitor.
- World Model Atlas · ph · 2026-09-12 · 1 upvotes · similarity 0.73
- WITNESS Atlas · ph · 2026-09-18 · 1 upvotes · similarity 0.53
- atlas-camera-studio · github · 2026-10-05 · 26 upvotes · similarity 0.51
- Atlas · ph · 2026-11-14 · 1 upvotes · similarity 0.49
- AtlasAnimation · ph · 2026-11-13 · 1 upvotes · similarity 0.48
- three-atlas · github · 2026-11-04 · 33 upvotes · similarity 0.45
- HI3D.cc · ph · 2026-10-14 · 1 upvotes · similarity 0.43
- World Cinema Atlas · ph · 2026-09-13 · 2 upvotes · similarity 0.43
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