LingBot-World is an open-source real-time interactive world model that generates infinite explorable 3D worlds from a single image. Experience zero-code world generation with stable long-term memory and physics simulation.
Open-source AI world model for real-time interactive 3D world generation
Unlike video generation models that produce passive content, LingBot-World creates interactive worlds in real-time. Objects persist when you look away, physics behave consistently, and the world responds to your every action. This is a true world simulator with spatial understanding and temporal consistency.
LingBot-World was developed by Robbyant (Ant LingBot), a leading embodied AI company from Ant Group. In January 2026, LingBot-World became the first SOTA-level world model to be fully open-sourced, enabling developers worldwide to build upon this groundbreaking technology. The LingBot-World architecture combines multi-stage training with parallel acceleration strategies, achieving what was previously thought impossible: minute-length stable video generation without collapse or drift.
What makes LingBot-World unique is its hybrid data collection approach. By combining cleaned web videos, game footage captured directly from rendering layers, and Unreal Engine synthetic pipelines, LingBot-World achieves unprecedented generalization across visual styles. Whether you're generating photorealistic cityscapes, anime-style adventures, or sci-fi environments, LingBot-World maintains consistent quality and physics behavior.
Discover the technical innovations that make LingBot-World a leading open-source world model
The most critical capability for any world model. LingBot-World maintains consistent world state over extended generation periods without collapse or drift.
LingBot-World maintains quality across diverse visual styles thanks to its unique multi-domain training approach.
LingBot-World features an AI agent that can autonomously navigate and interact with the generated world.
Zero-code world generation and massive cost reduction for game creators
The gaming industry faces unprecedented challenges with development costs spiraling to hundreds of millions. LingBot-World offers a transformative solution by enabling developers to generate interactive, physics-compliant environments from simple inputs.
With LingBot-World, game studios can reduce environment creation costs by up to 90% while maintaining AAA-quality visuals. The model's 10+ minute stable generation capability means entire game levels can be prototyped in real-time, tested with actual gameplay mechanics, and iterated upon without the traditional asset pipeline bottlenecks.
Build core gameplay demos without writing code. Test mechanics by describing functionality.
Generate diverse environments for automated testing. Detect physics bugs across thousands of scenarios.
Train AI agents in dynamically generated worlds. Create intelligent NPCs through realistic environments.
Create truly infinite open worlds. The environment generates as players explore - no pre-built assets needed.
Discover the industries and applications where LingBot-World creates transformative value
LingBot-World enables filmmakers to generate interactive virtual sets in real-time. Create dynamic backgrounds, previsualize shots, and iterate on compositions instantly without expensive physical sets.
Train robots in diverse simulated environments generated by LingBot-World. The model's physics consistency ensures sim-to-real transfer, while zero-shot generalization covers edge cases impossible to capture in physical testing.
Create immersive educational experiences with LingBot-World. From historical reconstructions to scientific visualizations, the interactive nature of LingBot-World generated worlds enables hands-on learning at unprecedented scale.
Walk through AI-generated architectural spaces before construction begins. LingBot-World allows architects and designers to explore spatial concepts interactively, testing lighting, materials, and layouts in real-time.
Choose the right version for your project
Control camera movement with precise pose trajectories. Perfect for cinematic shots.
Control subject behavior with action commands. Specify movements and interactions.
Optimized for real-time interaction with sub-second latency. Stream generation as you play.
Explore the architecture and innovations powering LingBot-World
| Feature | LingBot-World | Genie 3 | Odyssey |
|---|---|---|---|
| Open Source | ✓ Yes | ✗ No | ✗ No |
| Public Access | ✓ Deploy Now | ✗ Research | ✓ Limited |
| Demo Length | 10+ min | ~1 min | <1 min |
| Memory | Excellent | Excellent | Poor |
| AI Agent | ✓ VLM | ✗ Unknown | ✗ No |
Key Advantage: LingBot-World is the first SOTA-level world model that's fully open-source and deployable, allowing developers to build upon it immediately.
Deploy in four simple steps
git clone https://github.com/Robbyant/lingbot-world.gitDownload model weights from the official release page.
pip install -r requirements.txtpython inference.py --model base_camCommon questions about LingBot-World
LingBot-World is an open-source real-time interactive world model that generates infinite explorable 3D worlds from a single image. Unlike traditional video generation, it creates truly interactive environments with physics simulation and long-term memory.
Yes, LingBot-World is completely open-source and free to use under the Apache 2.0 License. You can download the model weights and deploy on your infrastructure without any licensing fees.
LingBot-World has approximately 28 billion parameters with 14 billion for inference. We recommend enterprise-grade GPUs with at least 24GB VRAM for optimal performance at 720P 16 FPS.
Unlike video generation models that produce passive content, LingBot-World creates interactive worlds in real-time. Objects persist when you look away, physics behave consistently, and the world responds to your actions.
Join the community and help shape the future of AI-generated interactive worlds. LingBot-World is open-source and ready for you to explore.
How LingBot-World handles your data
Last Updated: January 2026
LingBot-World is an open-source project committed to protecting your privacy. This Privacy Policy explains how we collect, use, and safeguard information when you visit our website lingbot-world.pro.
Analytics Data: We use Google Analytics and Plausible Analytics to collect anonymous usage statistics, including page views, session duration, and approximate geographic location. This data helps us improve the LingBot-World website and documentation.
No Personal Data: LingBot-World does not collect personal information such as names, email addresses, or payment information through this website. The LingBot-World model runs locally on your hardware.
We use essential cookies for analytics purposes only. You can disable cookies in your browser settings at any time.
Our website links to third-party services including GitHub, HuggingFace, and ModelScope. These services have their own privacy policies, and we encourage you to review them.
LingBot-World is released under the Apache 2.0 License. When you download and use the LingBot-World model, all processing happens locally on your machine. We do not collect any data from your local inference runs.
For privacy-related inquiries about LingBot-World, please open an issue on our GitHub repository.
Terms for using LingBot-World
Last Updated: January 2026
By accessing or using the LingBot-World website (lingbot-world.pro) and software, you agree to be bound by these Terms of Service.
LingBot-World is released under the Apache 2.0 License. You are free to use, modify, and distribute the software in accordance with the license terms. The full license text is available at our GitHub repository.
When using LingBot-World, you agree not to:
LingBot-World is provided "AS IS" without warranty of any kind. The developers of LingBot-World are not liable for any damages arising from the use of this software. You are solely responsible for the content you generate.
The LingBot-World name, logo, and documentation are the property of Robbyant (Ant LingBot). The model weights and code are released under the Apache 2.0 License.
We reserve the right to modify these terms at any time. Changes will be posted on this page with an updated revision date.