Edge 384: Inside Genie: Google DeepMind's Astonishing Model that can Build 2D Games from Text and Images
Was this email forwarded to you? Sign up here Edge 384: Inside Genie: Google DeepMind's Astonishing Model that can Build 2D Games from Text and ImagesThe model represents a new category in generative AI.
The pace of research in generative AI is nothing short of remarkable. Even so, from time to time, there are papers that literally challenge our imagination about how far the generative AI space can go. A few weelks ago, Google DeepMind published some of that work with the release of Genie, a model that is able to generative interactive game environments from text and images. If we think video generation with models like Sora areimpressive, imagine inferring interacting actions in those videos. Imagine a scenario where the vast array of videos available on the Internet could serve as a training ground for models to not only create new images and videos but also to forge entire interactive environments. This is the vision that Google DeepMind has turned into reality with Genie, a groundbreaking approach to generative AI. Genie can craft interactive environments from a mere text or image prompt, thanks to its training on over 200,000 hours of publicly available gaming videos from the Internet. What makes Genie stand out is its ability to be controlled on a frame-by-frame basis through a learned latent action space, even though it was trained without specific action or text annotations. Genie’s Architecture...Subscribe to TheSequence to read the rest.Become a paying subscriber of TheSequence to get access to this post and other subscriber-only content. A subscription gets you:
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Edge 383: The Key Capabilities of Autonomous Agens
Tuesday, April 2, 2024
Planning, memory, profiling, action execution, knowledge management and several others. ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏
Four New Major Open Source Foundation Models in a Week
Sunday, March 31, 2024
DBRX, Grok 1.5, Samba-CoE and Jamba are all bringing unique innovations to open source generative AI. ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏
Edge 381: Google DeepMind's PrompBreeder Self-Improves Prompts
Thursday, March 28, 2024
The method combines chain of thoughts, plan and solve and evolutionary algorithms in a single mthod. ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏
Edge 380: A New Series About Autonomous Agents
Tuesday, March 26, 2024
The series will cover memory, action execution, planning, collaboration and many other characteristics of autonomous agents. ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏
📝 Guest Post: Zilliz Unveiled Milvus 2.4 at GTC 24, Transforming Vector Databases with GPU Acceleration*
Monday, March 25, 2024
Collaboration with NVIDIA boosts Milvus performance 50x ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏
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