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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.

Other launches for this product

Same idea, different domain

Nobody's really built a content generation tool for Government yet.