By name: video-generation-models-as-world-simulators---vide description: Skill for AI agent capabilities
video-generation-models-as-world-simulators - Video generation models as world simulators
Description
We explore large-scale training of generative models on video data. Specifically, we train text-conditional diffusion models jointly on videos and images of variable durations, resolutions and aspect ratios. We leverage a transformer architecture that operates on spacetime patches of video and image latent codes. Our largest model, Sora, is capable of generating a minute of high fidelity video. Our results suggest that scaling video generation models is a promising path towards building general purpose simulators of the physical world.
Source: https://openai.com/index/video-generation-models-as-world-simulators Date: Thu, 15 Feb 2024 08:00:00 GMT Category: OpenAI Research
Activation Keywords
- video generation models as world simulators
- openai video-generation-models-as-world-simulators
- video generation models as world simulators
Core Concepts
Key Points
- Extract from OpenAI research paper
- See original paper for detailed methodology
Step-by-Step Instructions
1. Background
# Research background
# See original paper: https://openai.com/index/video-generation-models-as-world-simulators
2. Implementation
# Implementation details
# Refer to OpenAI's official implementation
Tools Used
read- Read research papersweb_fetch- Fetch online resourcesexec- Run implementation code
Example Use Cases
1. Basic Usage
# Example usage based on research
Instructions for Agents
Follow these steps when applying this skill:
Step 1: Background
Examples
Example 1: Basic Application
User: I need to apply video-generation-models-as-world-simulators - Video generation models as world simulators to my analysis.
Agent: I'll help you apply video-generation-models-as-world-simulators. First, let me understand your specific use case...
Context: Apply the methodology
Example 2: Advanced Scenario
User: Complex analysis scenario
Agent: Based on the methodology, I'll guide you through the advanced application...
Example 2: Advanced Application
User: What are the key considerations for video-generation-models-as-world-simulators?
Agent: Let me search for the latest research and best practices...
Related Skills
- Other OpenAI research skills
References
Created: 2026-03-29 14:25 Author: Aerial (from OpenAI Research)