Watch Mark Zuckerberg’s Metaverse AI Presentation in Less Than 10 Minutes

Mark Zuckerberg presents Meta's focus on foundational AI technologies for the metaverse, emphasizing the need for AI to understand and navigate both virtual and physical worlds. He introduces Project Karaoke, an end-to-end neural model for on-device assistance, and Builderbot, an AI concept for world generation. The goal is to integrate AI with AR/VR for immersive interactions, advancing the state of conversational AI and building a future where AI seamlessly assists in daily life.

Takeaways

• 🌐 Meta focuses on foundational technologies, including AI, to create entirely new possibilities.
• 🤖 AI in the metaverse will assist in navigating both virtual and physical worlds with augmented reality.
• 📈 AI systems will need to understand context and learn like humans due to the dynamic nature of these worlds.
• 🕶️ The expectation for AI systems will be higher as they will see and hear from our perspective through devices like glasses.
• 🧠 Simple machine learning is already in use today for recommendations, searches, and phone photography.
• 🔄 Computing is becoming more contextual, adapting to user activities and anticipating needs, thus becoming more useful.
• 🎮 The metaverse will consist of immersive, 3D worlds with rich visual information from a first-person perspective.
• 🚀 Project Karaoke is an end-to-end neural model for on-device assistance, combining BlenderBot with conversational AI.
• 🛠️ AI research at Meta includes egocentric perception and generative AI models for world creation and exploration.
• 🌟 The integration of Project Karaoke with AR/VR devices aims for more immersive and multimodal interactions with AI assistants.
• 🏗️ Meta's AI efforts are based on four pillars: foundational research, AI for product, responsible AI, and AI infrastructure.

Q & A

What is the primary focus of the technologies being developed at Meta?

The primary focus at Meta is on foundational technologies that can make entirely new things possible, with a particular emphasis on artificial intelligence (AI).

How does Meta envision AI playing a role in the metaverse?

Meta envisions AI as a crucial element in the metaverse, helping people navigate both virtual and physical worlds with augmented reality, and understanding context and learning in a way that mirrors human capabilities.

What is Project Karaoke and how does it contribute to AI development?

Project Karaoke is a fully end-to-end neural model for building on-device assistance, combining the approach behind BlenderBot with the latest in conversational AI to deliver better dialogue capabilities and support true world creation and exploration.

What are the two areas of AI research that Meta is working on to advance smart assistance?

Meta is working on egocentric perception, which involves seeing the world from a first-person perspective, and a new class of generative AI models that help create anything one can imagine.

How does the Builderbot AI concept work?

Builderbot is an AI concept that allows users to describe a world, and then it generates aspects of that world, enabling the creation of immersive environments based on user input.

What are the four basic pillars of Meta's work on AI?

The four pillars are foundational research for advancing the state of the art, AI for product team for building products at scale, responsible AI focusing on technology implications and building AI responsibly, and AI infrastructure covering the AI platform, compute efforts, and development of PyTorch.

What is the purpose of Meta's newly designed supercomputer?

The supercomputer, with almost five exaFLOPS of processing power, is intended to provide AI researchers and developers with the best environment for creating breakthroughs in AI and building AI-powered products.

How does Meta plan to use its AI supercomputer to advance self-supervised learning?

The supercomputer will enable Meta to push the state of the art in scaling AI, continue making progress in self-supervised learning, and advance efforts to create a unified world model that unlocks the potential of the metaverse.

What types of positions are available at Meta AI for those interested in working in the field?

Meta AI has opportunities for research scientists, software engineers, data scientists, designers, user researchers, and program managers at all levels of the organization across North America and Europe.

What is the goal of integrating Project Karaoke with augmented and virtual reality devices?

The goal is to enable more immersive and multimodal interactions with AI assistants, making the future of conversational AI more personal and seamless.

How does Meta's AI research aim to improve user experiences?

Meta's AI research aims to develop new algorithms and best practices to enhance user experiences, ensuring that AI can better understand and anticipate user needs, leading to more useful and personalized interactions.

Outlines

00:00

🤖 Introduction to AI and Meta's Focus on Foundational Technologies

The paragraph introduces the audience to the various technologies being developed at Meta, emphasizing their focus on foundational technologies that enable new possibilities. It highlights the importance of artificial intelligence (AI) in the context of the metaverse, where AI must help people navigate both virtual and physical worlds through augmented reality. The speaker discusses the evolving expectations for AI systems, which will soon be able to see and hear from a human perspective, and notes the increasing use of machine learning in everyday life. The paragraph also touches on the future trends of immersive worlds in the metaverse and the need for AI to assist in efficiently navigating these complex environments.

05:00

🚀 Project Karaoke and AI Research for the Metaverse

This paragraph announces Project Karaoke, a neural model designed for on-device assistance that combines elements from BlenderBot with the latest in conversational AI. The goal is to enhance dialogue capabilities and support world creation and exploration. The speaker outlines two key areas of AI research being pursued to achieve this: egocentric perception, which involves seeing the world from a first-person perspective, and a new class of generative AI models for content creation. An AI concept called Builderbot is introduced, demonstrating the ability to generate aspects of a described world. The paragraph concludes with a vision of integrating Project Karaoke with augmented and virtual reality devices for more immersive interactions with AI assistants.

Keywords

Metaverse

The term 'Metaverse' refers to a collective virtual shared space, created by the convergence of virtually enhanced physical reality and physically persistent virtual space, including the sum of all virtual worlds, augmented reality, and the internet. In the context of the video, the Metaverse is the primary environment where AI technologies are being developed to help people navigate both virtual and physical worlds with augmented reality, emphasizing the creation of immersive experiences and interactions.

Artificial Intelligence (AI)

Artificial Intelligence, or AI, is the simulation of human intelligence in machines that are programmed to think like humans and mimic their actions. In the video, AI is a central theme, with a focus on its foundational role in the development of technologies for the Metaverse. AI is being researched and developed to understand context, learn like humans, and assist in navigating the complex and dynamic virtual worlds, as well as improving our experiences in the physical world.

Augmented Reality (AR)

Augmented Reality, or AR, is a technology that overlays digital information onto the real world, enhancing the user's perception and interaction with their environment. In the video, AR is discussed as a critical component of the Metaverse, where it helps bridge the gap between the virtual and physical worlds, allowing AI systems to assist users in both realms effectively.

Machine Learning

Machine Learning is a subset of AI that provides systems the ability to automatically learn and improve from experience without being explicitly programmed. In the context of the video, simpler machine learning systems are already in use for tasks like recommendations, searches, and image processing. The development of more advanced machine learning models is essential for creating AI that can understand and adapt to the dynamic nature of the Metaverse.

Contextual Computing

Contextual Computing refers to the ability of computing systems to adapt their behavior to the user's current context, such as location, activity, and preferences. In the video, it is mentioned that computing is becoming increasingly contextual, meaning that devices and software can better understand and anticipate user needs, leading to more personalized and useful experiences, especially in the immersive environments of the Metaverse.

First-Person Perspective

The 'First-Person Perspective' is a viewpoint that places the viewer at the center of the action, as if they are experiencing events themselves. In the video, this concept is crucial for the Metaverse, as it allows users to interact with immersive worlds from their own point of view, providing a more realistic and engaging experience.

Project Karaoke

Project Karaoke is an initiative announced in the video that involves the development of a fully end-to-end neural model for on-device assistance. It combines elements from the BlenderBot with the latest advancements in conversational AI to improve dialogue capabilities and support world creation and exploration within the Metaverse. This project aims to enhance AI's ability to assist users in a more natural and integrated manner.

Egocentric Perception

Egocentric Perception is the understanding of the world from a first-person perspective, focusing on how individuals perceive their environment based on their own viewpoint. In the video, this concept is critical for developing AI that can effectively navigate and interact within the Metaverse, as it requires the AI to see and understand the world as the user does.

Generative AI Models

Generative AI Models are a class of AI systems that can create new content, such as images, music, or text, based on patterns learned from existing data. In the video, these models are highlighted as essential for the creation of immersive worlds in the Metaverse, where users can describe a scene and the AI generates aspects of that world, allowing for limitless creativity and personalization.

BuilderBot

BuilderBot is an AI concept showcased in the video that enables users to describe a world, and then it generates aspects of that world for them. This AI tool exemplifies the potential of generative AI models in the Metaverse, allowing users to create detailed and immersive environments by simply providing verbal descriptions, which the AI then brings to life.

AI Supercomputer

An AI Supercomputer, as mentioned in the video, is a powerful computing system designed to handle the complex tasks required for advanced AI research and development. With almost five exaFLOPS of processing power, Meta's first supercomputer aims to provide researchers and developers with the best environment for breakthroughs in AI, which will be crucial for scaling AI capabilities and advancing the state of the art in the Metaverse.

Highlights

Meta is focusing on foundational technologies, including AI, to make entirely new things possible.

AI research at Meta is particularly focused on understanding the physical world and helping people navigate virtual worlds with augmented reality.

The expectation for AI systems is higher due to the dynamic and ever-changing nature of the metaverse.

Meta is using machine learning systems for tasks like recommendations, searches, and phone photography.

Computing is becoming more contextual, adapting to user activities and anticipating needs.

The metaverse will consist of immersive worlds with rich visual information from a first-person perspective.

Project Karaoke is an end-to-end neural model for building on-device assistance with advanced dialogue capabilities.

Meta is working on egocentric perception and generative AI models to help create anything imaginable.

Builderbot is an AI concept that generates aspects of a described world, such as a beach scene with clouds, an island, and more.

The future integration of Project Karaoke with AR and VR devices aims to create more immersive and multimodal interactions.

Meta's AI efforts are based on four pillars: foundational research, AI for product, responsible AI, and AI infrastructure.

Meta is hiring for various roles across North America and Europe to advance AI research and product development.

Meta has built its first supercomputer, expected to be one of the fastest in the world, with almost five exaFLOPS.

The supercomputer will be used to train AI models, advance self-supervised learning, and create a unified world model for the metaverse.

Meta encourages those interested in pushing the state of the art in AI to join them in building the future.

AI advancements will enable more personal and seamless experiences in the metaverse, AR, and VR.

Meta's AI research includes creating a universal language translator and next-generation assistance for the metaverse.