Google "HER", Agents, Sora Competitor, Gemini Updates (Google IO 2024 Supercut)
TLDRGoogle IO 2024 showcased the evolution of their AI, Gemini, with a focus on multimodal capabilities and enhanced developer tools. Gemini 1.5 Pro, now available in 35 languages, offers 1 million context tokens for deeper understanding and connections across inputs. New experiences include direct mobile app interaction and Gemini Advanced. Google also introduced Notebook LM, a tool integrating Gemini for summarizing and generating study guides. The event highlighted AI agents' potential in tasks like shopping, with automated processes from email sorting to return scheduling. Gemini 1.5 Flash, a cost-efficient model, aims to serve at scale with low latency. Project RA, a future AI assistance project, seeks to build a universally helpful agent. Imagine 3, Google's latest image generation model, was introduced for higher quality and detail. Generative music and video models, like Vo, aim to enhance creative possibilities. The sixth generation of TPUs, Trillium, offers significant compute performance improvements. Gemini updates for workspace include a new side panel, language detection, and real-time captions in 68 languages. Gmail mobile will feature summarization and Q&A for quick information retrieval. Android is being reimagined with AI at its core, with AI-powered search, Gemini as an assistant, and on-device AI for privacy and speed. Developer features for Gemini include video frame extraction and context caching. Gemma, Google's family of open models, introduces Poly Gemma for vision-language tasks, with Gemma 2 offering a 27 billion parameter model for greater performance and accessibility.
Takeaways
- ๐ **Gemini's Expansion**: Google's multimodal AI model, Gemini, has expanded its capabilities and is now used by over 1.5 million developers across various Google tools.
- ๐ **New Experiences**: Introduction of new mobile experiences with Gemini, allowing direct interaction through apps on Android and iOS, and advanced models being rolled out this summer.
- ๐ **Multimodal Functionality**: Gemini's strength lies in its multimodal functionality, understanding different types of inputs and finding connections between them.
- ๐ **Gemini 1.5 Pro**: The release of Gemini 1.5 Pro with 1 million context tokens available for consumers, offering new possibilities in language support and knowledge sharing.
- ๐ **Educational Applications**: Gemini's application in educational tools like Notebook LM, providing summaries, study guides, and interactive learning experiences.
- ๐๏ธ **AI Agents**: The concept of AI agents was introduced, which are intelligent systems capable of reasoning, planning, and working across software and systems to perform tasks on behalf of users.
- ๐ **Efficiency with Gemini Flash**: Launch of Gemini 1.5 Flash, a lightweight model designed for fast and cost-efficient operations at scale, with multimodal reasoning capabilities.
- ๐ค **Project RA**: The development of a universal AI agent named Project RA, aimed at being truly helpful in everyday life by understanding and responding to the complex and dynamic world.
- ๐ผ๏ธ **Imaging Advancements**: Introduction of Imagine 3, Google's most capable image generation model yet, offering highly detailed and photorealistic outputs.
- ๐ต **Generative Music**: Collaboration with YouTube on Music AI Sandbox, a suite of professional music AI tools that can create new instrumental sections and transfer styles between tracks.
- ๐น **Generative Video Model 'Vo'**: Announcement of 'Vo', a generative video model capable of creating high-quality 1080p videos from various prompts with different visual styles.
Q & A
What is Google's Gemini and how many developers are using it?
-Google's Gemini is a Frontier Model designed to be natively multimodal from the start. It is used by more than 1.5 million developers across various Google tools.
What are the new features introduced in Gemini Advanced?
-Gemini Advanced now provides access to the most capable models and is rolling out with more capabilities this summer. It also offers a context window expansion to 2 million tokens and is available across 35 languages.
How does the multimodality of Gemini help in understanding different types of inputs?
-The multimodality of Gemini allows it to understand each type of input and find connections between them, enabling a more comprehensive understanding and interaction across different formats.
What is the purpose of introducing Notebook LM and how does Gemini 1.5 Pro enhance its capabilities?
-Notebook LM is a recent search and writing tool grounded in the information provided to it. Gemini 1.5 Pro enhances its capabilities by creating a notebook guide with a helpful summary and the ability to generate study guides, FAQs, or quizzes.
How does Gemini assist in shopping and returns process?
-Gemini can potentially automate the shopping and returns process by searching the inbox for a receipt, locating the order number from an email, filling out a return form, and even scheduling a pickup on behalf of the user.
What is Gemini 1.5 Flash and how does it differ from Gemini 1.5 Pro?
-Gemini 1.5 Flash is a lighter weight model compared to Pro. It is designed to be fast and cost-efficient to serve at scale while still featuring multimodal reasoning capabilities and breakthrough long context.
What is Project RA and what is its goal?
-Project RA is an initiative to build a universal AI agent that can be truly helpful in everyday life. The agent is designed to understand and respond to the complex and dynamic world, be proactive, teachable, and personal.
What are the advancements in generative AI as mentioned in the script?
-Advancements include Imagine 3, Google's most capable image generation model, Music AI Sandbox for generative music, and a new generative video model called Vo that creates high-quality 1080p videos from text, image, and video prompts.
What is the significance of the sixth generation of TPUs called Trillium?
-Trillium delivers a 4.7x improvement in compute performance per chip over the previous generation, making it the most efficient and performing TPU to date. It will be available to Google Cloud customers in late 2024.
How does Gemini enhance the Android experience?
-Gemini is becoming a foundational part of the Android experience by providing an AI-powered search, acting as a new AI assistant, and harnessing on-device AI to unlock new experiences that work as fast as the user does while keeping sensitive data private.
What are the new capabilities coming to Gmail mobile?
-New capabilities include a summarize option for email threads, a Q&A feature for quick answers on anything in the inbox, and smart reply evolution that offers customized options based on the context of the email thread.
What is the vision for the Gemini app?
-The vision for the Gemini app is to be the most helpful personal AI assistant by giving direct access to Google's latest AI models, enabling users to learn, create, code, and perform various tasks more intelligently.
Outlines
๐ Introduction to Gemini: Google's Multimodal AI Model
The first paragraph introduces IO, Google's version of the IRA tour, and discusses the unveiling of Gemini, a frontier model designed for multimodality from the ground up. Gemini has been adopted by over 1.5 million developers and is integrated across various Google tools. The paragraph also highlights new mobile experiences and the introduction of Gemini Advanced, which provides access to highly capable models. Gemini 1.5 Pro, with 1 million context tokens, is now available for consumers and supports 35 languages. The context window is expanded to 2 million tokens, and a demo of audio output in Notebook LM is shown, emphasizing the potential of multimodal AI agents.
๐ค Project RA: The Future of AI Assistance
The second paragraph delves into the concept of AI agents, which are intelligent systems capable of reasoning, planning, and memory, working across software and systems to perform tasks on behalf of users. The potential application of such agents in simplifying tasks like online shopping by automating the return process is explored. A prototype video showcases the agent's capabilities in understanding and responding to complex and dynamic environments. The paragraph also introduces Gemini 1.5 Flash, a lightweight model designed for fast and cost-efficient operations at scale, and discusses the ongoing development of Project RA, aimed at creating a universal AI agent for everyday life.
๐ Advancements in Gemini for Workspace and Mobile Gmail
The third paragraph focuses on the enhancements made to Gemini for Workspace, which is set to become generally available next month. It highlights the automatic language detection, real-time captions, and the expansion to 68 languages. New capabilities for Gmail mobile are introduced, including a summarize feature that streamlines email threads and a Q&A feature that provides quick answers to specific inquiries directly from the mobile card. The paragraph also touches on the evolution of smart reply and the integration of Gemini into Android to create a more intuitive and personalized user experience.
๐ฑ Gemini App: Personal AI Assistant on Android
The fourth paragraph discusses the Gemini app's role in redefining AI interaction through its multimodal capabilities, allowing users to communicate via text, voice, or camera. Upcoming features include live voice interaction using Google's latest speech models and the ability for Gemini to understand and respond to the user's surroundings in real time through the camera. The paragraph also introduces 'gems,' customizable features that users can set up for specific, repeated interactions with Gemini, such as a personal writing coach or a calculus tutor. The vision for Android is outlined, with a focus on integrating AI to create a smarter smartphone experience.
๐ก๏ธ Security and Developer Tools with Gemini
The fifth and final paragraph emphasizes the use of on-device AI for security, such as protecting users from fraud by detecting suspicious activities like unauthorized bank transfers. It also covers the new features and models available to developers, including Gemini 1.5 Pro and 1.5 Flash, which are accessible globally. Additional developer features like video frame extraction, parallel function calling, and context caching are introduced to enhance the utility and affordability of long context models. The paragraph concludes with the announcement of Gemma 2, a new generation of open models, and a 27 billion parameter model optimized for next-gen GPUs and TPUs.
Mindmap
Keywords
๐กGemini
๐กMultimodality
๐กAI Agents
๐กProject RA
๐กImagine 3
๐กTPUs (Tensor Processing Units)
๐กWorkspace
๐กGemma
๐กGemini App
๐กOn-Device AI
๐กLive
Highlights
Google IO introduces Gemini, a multimodal AI model with over 1.5 million developers using it across various tools.
Gemini's capabilities are being integrated into Google's products like Search, Photos, Workspace, Android, and more.
New mobile experiences allow direct interaction with Gemini through apps on Android and iOS.
Gemini Advanced provides access to highly capable models with 1 million context tokens available in 35 languages.
The context window for Gemini is being expanded to 2 million tokens, showcasing an early demo of audio output in Notebook LM.
Gemini 1.5 Pro is being integrated into Notebook LM, offering instant creation of study guides, FAQs, and quizzes.
AI agents are intelligent systems capable of reasoning, planning, and working across software and systems to complete tasks on behalf of users.
Gemini can automate shopping tasks, such as searching for receipts and filling out return forms.
Introduction of Gemini 1.5 Flash, a lightweight model designed for fast, cost-efficient service at scale with multimodal reasoning capabilities.
Project RA aims to build a universal AI agent that can be truly helpful in everyday life, understanding and responding to the complex world.
Imagine 3, Google's most capable image generation model yet, offers photorealistic images with richer details and fewer visual artifacts.
Generative music with AI through Music AI Sandbox, a suite of professional music AI tools in collaboration with YouTube.
Announcement of Vo, a generative video model that creates high-quality 1080p videos from text, image, and video prompts.
Sixth generation of TPUs, called Trillium, delivering a 4.7x improvement in compute performance per chip.
New Gemini powered side panel will be generally available next month with automatic language detection and real-time captions in 68 languages.
Gmail mobile will receive new capabilities, including a summarize option and a Q&A feature for quick answers within the inbox.
A virtual Gemini-powered teammate is being prototyped for future workspace applications, enhancing collective memory and productivity.
The Gemini app aims to be the most helpful personal AI assistant by providing direct access to Google's latest AI models.
Introduction of 'gems' in the Gemini app, customizable features that act as personal experts on any topic.
A multi-year journey to reimagine Android with AI at its core, starting with AI-powered search, Gemini as the new AI assistant, and on-device AI for fast, private experiences.
Gemini on Android works at the system level, providing context-aware assistance and proactive suggestions.
Gemini Nano alerts users to suspicious activities, such as potential bank scams, providing an extra layer of security.
New developer features for Gemini 1.5 series include video frame extraction, parallel function calling, and context caching.
Gemma, Google's family of open models, introduces Poly Gemma, the first Vision language open model, and the upcoming Gemma 2 with a 27 billion parameter model.