Atlas by World Labs
Turn text, pics, video, + 3D into camera-controlled HD video
Details
- External ID
- 1238997
- Source
- PH
- Company
- —
- Product
- Atlas by World Labs
- Website domain
- producthunt.com
- Launched
- Sept. 3, 2026
- Cohort
- —
- Upvotes
- 227
- Upvotes percentile
- 0.9948417789181099
- Tags
- Developer Tools, Artificial Intelligence, 3D Modeling
- Fetched at
- Sept. 7, 2026, 1:22 a.m.
- Updated at
- Sept. 7, 2026, 1:22 a.m.
Description
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.
Enrichment
- Theme
- multimodal generative ai and developer tools
- Vertical
- Media & entertainment
- Function
- Content generation
- Audience
- B2C
- AI stance
- AI-native
- Project type
- Commercial product
- Normalized one-liner
- generate camera-controlled video from images
- Manually corrected
- False
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 — 79 launches clear the similarity bar, closest 8 shown.
Attention rank: #2 of 80 (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
- World Cinema Atlas · ph · 2026-09-13 · 2 upvotes · similarity 0.44
- Seoul 3D Atlas v5.4 · ph · 2026-09-18 · 1 upvotes · similarity 0.41
- Real-time 4D Julia set navigation via gamepad · hn · 2025-11-12 · 17 upvotes · similarity 0.39
- Heard Google copied part of our product for IO. Want to show off first · hn · 2026-05-19 · 6 upvotes · similarity 0.39
- atlas-cloud-review.github.io · github · 2026-09-21 · 12 upvotes · similarity 0.39
- reshot · github · 2026-09-11 · 21 upvotes · similarity 0.39
Other launches for this product
- No other launches for this product.
Same idea, different domain
Nobody's really built a content generation tool for Government yet.