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AI for Video Games
Artificial intelligence (AI) has been revolutionizing the world of video games for decades. From improving gameplay to enhancing user experience, AI has become an essential tool in the gaming industry. In this article, we’ll explore the connection between AI and video games and how it has impacted the gaming scene. What is AI and its role in gaming? AI involves the use of smart machines or bots that can learn and perform tasks usually carried out by humans. In the context of gaming, AI paves the way for responsive, adaptive, and intelligent behaviors to be executed by non-player characters. These […]
Video generation models as world simulators
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.
Study: Transparency is often lacking in datasets used to train large language models
Researchers developed an easy-to-use tool that enables an AI practitioner to find data that suits the purpose of their model, which could improve accuracy and reduce bias.