Google Gemini Update & New AI Tools, New AI Mixtral 8x22B, Microsoft New AI Features & More!

AI Revolution
14 Apr 202409:45

TLDRGoogle Cloud's CEO Thomas Kurian unveiled several AI updates, including the public preview of Gemini 1.5 Pro, enhancing long context understanding and multi-data type processing. New AI tools and security features were introduced, with a focus on Gmail and Google Drive protection against sophisticated phishing attacks. Meanwhile, Mistral AI released the powerful open-source model Mixol 8x22B, setting industry benchmarks with its innovative design. Microsoft is also enhancing its AI offerings with the addition of AI tools in Power Toys, highlighting the tech giant's commitment to AI innovation.

Takeaways

  • 🚀 Google's Cloud business has seen a five-fold increase in annual revenue, reaching $36 billion, largely due to its deep investment in AI.
  • 🌟 Google is launching Gemini 1.5 Pro into public preview, a powerful AI model capable of processing 1 million tokens of information for better business innovation.
  • 🔍 Gemini's advanced long context understanding can analyze multiple data types, benefiting industries like gaming and insurance with detailed performance analysis and streamlined claims processing.
  • 💡 Google's new AI model, Gemma, is designed to assist with code generation and other coding needs, simplifying tasks for developers.
  • 🌐 Google's AI hyper Compute combines TPUs, GPUs, AI software, etc., to offer unmatched performance and cost efficiency for training and running models.
  • 🔧 Google has introduced new AI tools for more efficient coding and enhanced digital security, including an upgraded Gemini code assist and threat intelligence for deeper cybersecurity insights.
  • 🎨 Generative AI is being integrated into Google Workspace, improving tools used by millions in Gmail, Docs, and other applications.
  • 📹 Google vids is a new video creation app launched to complement the productivity suite, with use cases from industries like automotive and ride-sharing services.
  • 🛡️ Google has developed custom large language models (LLMs) to protect Gmail and Google Drive users against phishing attacks, with a 20% increase in blocked spam and a 1,000% increase in reviewed user-reported spam.
  • 🔒 A new AI security feature for Google Workspace users automatically identifies and secures sensitive information within files, offering an additional layer of safety for a monthly fee.
  • 🌐 Mistral AI has released Mixol 8x22B, a powerful open-source AI model setting new industry benchmarks with capabilities surpassing its predecessor and rivaling models like OpenAI's GPT 3.5 and Meta's LLaMA 2.

Q & A

  • What is the significance of Google's Cloud business expansion in recent years?

    -Google's Cloud business expansion signifies the company's dedication to enhancing its tools and computing infrastructure, empowering others to build and transform their businesses. This has resulted in a $36 billion annual revenue run rate in the last quarter, marking a five-fold increase over the past 5 years.

  • How has Google positioned itself in the AI platform shift?

    -Google has positioned itself at the forefront of the AI platform shift by investing heavily in AI infrastructure and models. A significant portion of AI startups and nearly all AI unicorns are using Google Cloud, underscoring Google's influence in the sector.

  • What are the capabilities of the newly launched Gemini 1.5 Pro model?

    -The newly launched Gemini 1.5 Pro model is particularly powerful with its breakthrough in long context understanding, able to process 1 million tokens of information. This capability opens up new avenues for businesses to innovate with AI, such as handling multiple types of data like audio, video, text, and code.

  • What is the purpose of Google's new open model, Gemma, and how does it assist developers?

    -Google's new open model, Gemma, is designed to assist with code generation and other coding needs, which promises to simplify many tasks for developers.

  • How does Google's AI hyper Compute infrastructure contribute to the performance and cost efficiency of AI models?

    -Google's AI hyper Compute infrastructure combines TPUs, GPUs, AI software, and more to offer unmatched performance and cost efficiency for training and running models. This powerful setup is already being utilized by leading AI companies and many Google Cloud clients.

  • What are some of the new AI tools introduced by Google to improve coding efficiency and digital security?

    -Google has introduced an array of new AI tools, including upgrades to Gemini code assist for better code generation and testing, and Gemini threat intelligence for deeper insights into cybersecurity threats using natural language processing. They've also launched Google Vids, a new video creation app.

  • How is Google addressing the growing threat of phishing attacks in Gmail and Google Drive?

    -Google has developed custom large language models (LLMs) that are exceptionally adept at detecting and neutralizing spam and phishing attempts. These LLMs have been trained on a wide array of malicious content to enhance their ability to recognize similar threats in real-time, resulting in a 20% increase in blocked spam in Gmail and a 1,000% increase in the amount of user-reported spam reviewed daily.

  • What is the new AI security feature for Google Workspace users?

    -The new AI security feature for Google Workspace users is designed to automatically identify and secure sensitive information within files. This innovative tool detects concealed sensitive data and suggests ways to protect it, enabling users to apply these protections quickly and easily with just a few clicks.

  • How does the AI model Mixtral 8x22B by Mistral AI compare to existing models in the industry?

    -Mistral AI's Mixtral 8x22B is setting new benchmarks in the industry as one of the most powerful open-source AI models to date. With a 65,000 token context window and a parameter size of up to 176 billion, the model offers unprecedented capabilities in processing and referencing text simultaneously, making it a highly potent tool for a variety of complex tasks.

  • What is the significance of Microsoft's integration of AI into its Power Toys utilities?

    -The integration of AI into Microsoft's Power Toys utilities, particularly with the advanced paste module, indicates Microsoft's ongoing commitment to innovating with AI. This suggests that more AI-driven enhancements could be on the way, aiming to elevate the functionality and user experience of Power Toys.

Outlines

00:00

🚀 Google's Expansion in Cloud and AI Technology

Google has been a leading force in cloud technology and has recently dedicated substantial resources to expanding its cloud business. This expansion has included improving their tools and computing infrastructure, which has empowered businesses to build and transform their operations. Google's cloud business has seen a remarkable increase in annual revenue, reaching $36 billion, a five-fold increase over the past five years. A key driver of this growth is Google's significant investment in AI. Google believes AI is set to revolutionize how companies operate and has invested heavily in AI infrastructure and models. This has led to a significant portion of AI startups and nearly all AI unicorns using Google Cloud, highlighting Google's influence in the sector. At Google's recent technology showcase, Thomas Kurian, CEO of Google Cloud, announced several updates, including the public preview of Gemini 1.5 Pro, a powerful AI model capable of processing vast amounts of information and handling multiple data types. Google has also released a new version of its open model, Gemma, to assist with code generation and other coding needs. The infrastructure supporting these advances is Google's AI hyper Compute, which combines TPUs, GPUs, AI software, and more to offer unmatched performance and cost efficiency. Google has also introduced new AI tools to help customers code more efficiently and protect their digital environments against threats. Furthermore, Google has confirmed a significant AI security update aimed at protecting Gmail and Google Drive users, leveraging custom large language models (LLMs) trained to detect and neutralize spam and phishing attempts. These LLMs have shown substantial results, blocking a significant increase in spam and improving response times to new threats.

05:01

🌐 Other Companies' Advances in AI Space

As Google continues to advance its AI capabilities, other companies in the AI space are also making significant strides. Paris-based Mistral AI has released its latest large language model, Mixol 8x2 2B, setting new benchmarks in the industry. This model is expected to outperform its predecessor and rival well-known models like OpenAI's GPT 3.5 and Meta's LLaMa 2. With a 65,000 token context window and a parameter size of up to 176 billion, the new model offers unprecedented capabilities in processing and referencing text simultaneously. Mistral AI focuses on building open-source models accessible to anyone and has made Mixol 8x2 2B available through a torrent link and AI community platforms. The architecture of the model employs a sparse mixture of experts design, allowing efficient computation and high performance across a wide range of tasks. Meanwhile, Microsoft is stepping up its AI game by adding new AI tools to its Power Toys utilities, including an advanced paste module. Anticipation is growing as Microsoft prepares to unveil more at the Build 2024 conference, indicating ongoing commitment to innovating with AI. The tech community is keen to see how these advancements will elevate the functionality and user experience of Power Toys.

Mindmap

Keywords

💡Google Cloud

Google Cloud is a suite of cloud computing services offered by Google, which includes a range of hosted solutions for compute, data storage, and networking. In the context of the video, Google Cloud is highlighted as a significant driver of Google's growth in the AI sector, with its annual revenue run rate reaching $36 billion. The platform empowers businesses to build and transform their operations by providing advanced AI tools and computing infrastructure.

💡AI

Artificial Intelligence (AI) refers to the development of computer systems that can perform tasks typically requiring human intelligence, such as visual perception, speech recognition, decision-making, and language translation. In the video, AI is portrayed as the next big thing in technology, with Google investing heavily in AI infrastructure and models to stay at the forefront of the AI platform shift. The integration of AI in various sectors is shown to revolutionize how companies operate.

💡Gemini 1.5 Pro

Gemini 1.5 Pro is an AI model launched by Google Cloud, which is noted for its breakthrough in long context understanding. It is capable of processing 1 million tokens of information, which is a significant advancement over previous models. The video discusses how this capability enables businesses to innovate with AI in new ways, such as detailed video analysis for gaming companies or streamlined claims processing for insurance companies.

💡AI hyper Compute

AI hyper Compute is Google's infrastructure that combines TPUs (Tensor Processing Units), GPUs (Graphics Processing Units), AI software, and more to deliver high-performance and cost-efficient solutions for training and running AI models. The video emphasizes the unmatched performance and efficiency of this setup, which is utilized by leading AI companies and Google Cloud clients to accelerate their AI capabilities.

💡Gemma

Gemma is an open model released by Google designed to assist with code generation and other coding needs. As explained in the video, Gemma promises to simplify many tasks for developers by making the process of coding more efficient. This reflects Google's commitment to leveraging AI to enhance productivity and streamline software development tasks.

💡AI tools

AI tools refer to the various software and applications that utilize artificial intelligence to assist in tasks such as coding, digital environment protection, and threat detection. In the video, Google introduces an array of new AI tools aimed at improving coding efficiency and safeguarding digital environments against threats. These tools represent the company's ongoing efforts to integrate AI into its product offerings to enhance functionality and security.

💡Natural Language Processing (NLP)

Natural Language Processing is a subfield of AI concerned with the interaction between computers and human languages. It involves the development of algorithms and computational models that can understand, interpret, and generate human language in a way that is both meaningful and useful. In the context of the video, NLP is used in Google's threat intelligence tools to analyze and understand the content of spam and phishing attempts, thereby improving the detection and neutralization of such threats.

💡Google Workspace

Google Workspace, formerly known as G Suite, is a collection of cloud computing, productivity, and collaboration tools developed by Google. The video mentions the integration of generative AI features into Google Workspace, enhancing tools used by millions of people across Gmail, Docs, and other applications. This integration aims to improve user experience and productivity by leveraging AI to automate and optimize various tasks.

💡Cybersecurity

Cybersecurity refers to the practice of protecting computers, servers, mobile devices, electronic systems, networks, and data from digital attacks. It's a critical concern in the digital age, as highlighted in the video, where Google has developed custom large language models (LLMs) to detect and neutralize spam and phishing attempts in real-time. These AI-powered defenses have significantly improved the security of Google's digital environment, blocking a substantial amount of malware and spam.

💡Mistral AI

Mistral AI is a Paris-based company that has made a significant impact with the release of its latest large language model, Mixol 8x22B. As described in the video, this model sets new benchmarks in the industry and positions Mistral AI as a formidable player in the AI field. It offers unprecedented capabilities in processing and referencing text simultaneously, making it highly potent for a variety of complex tasks. Mistral AI's focus on open-source models like Mixol 8x22B demonstrates its commitment to making advanced AI technologies accessible to a broader audience.

💡Open-source

Open-source refers to a type of software licensing in which the source code of a software is released to the public, allowing anyone to view, use, modify, and distribute the software freely. In the context of the video, Mistral AI's decision to release Mixol 8x22B as an open-source model is significant, as it enables researchers, developers, and enthusiasts to explore and utilize this advanced AI technology without the barriers of high costs and limited access typically associated with large AI models. This approach underscores the company's dedication to fostering innovation and collaboration within the AI community.

Highlights

Google's Cloud business achieves a $36 billion annual revenue run rate, marking a five-fold increase over the past 5 years.

A key driver behind Google's growth is its deep investment in AI, positioning itself at the forefront of the AI platform shift.

Google is launching Gemini 1.5 Pro into public preview, a model powerful in long context understanding and processing 1 million tokens of information.

Gemini's ability to handle multiple data types like audio, video, text, and code can revolutionize industries, such as gaming and insurance.

Google releases a new version of its open model, Gemma, to assist with code generation and simplify tasks for developers.

Google's AI hyper Compute combines TPUs, GPUs, AI software, and more for unmatched performance and cost efficiency.

Google introduces new AI tools for more efficient coding and enhanced digital environment security.

Google Vids, a new video creation app, complements Google's existing suite of productivity tools.

Google partners with Palo Alto Networks to tackle complex security challenges with AI-driven solutions.

Google developed custom large language models (LLMs) to detect and neutralize spam and phishing attempts, showing substantial results.

Google's AI-powered defenses catch twice as much malware as typical antivirus and security products.

Mistral AI releases Mixol 8x22B, a powerful open-source AI model setting new industry benchmarks.

Mixol 8x22B offers unprecedented capabilities with a parameter size of up to 176 billion and a 65,000 token context window.

Mistral AI's model focuses on open-source, allowing users to retrain and refine the model for specialized tasks.

Microsoft adds new AI tools to its Power Toys utilities, including an advanced paste module.

Microsoft's integration of AI into Power Toys indicates ongoing commitment to innovating with AI.

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