Microsoft & Nvidia's HUGE AI Announcements (Ignite Supercut)
9th February 2024 | ⏰ 00:24:54
Microsoft & Nvidia's HUGE AI Announcements (Ignite Supercut)
TLDR: Satya Nadella, CEO of Microsoft, presented a keynote address at IGNITE 2022, highlighting the company's focus on artificial intelligence (AI) and mixed reality. He discussed the advancements in Azure infrastructure, foundation models, data tool chains, and co-pilots, emphasizing the integration of AI into Microsoft's products and services. Key themes included:
- Azure Infrastructure: Improvements in network speeds, data center innovation, and the introduction of custom AI accelerators like Azure Maya.
- Foundation Models: The collaboration with OpenAI to bring models like GP4 and LLMs to Azure, along with the introduction of Microsoft's own SLM, F2.
- Co-pilots: The integration of AI co-pilots across Microsoft products, including Teams, Bing, and Office 365, and the announcement of Co-pilot Studio for customization.
- Mixed Reality: The merging of mixed reality and AI, allowing users to interact with the real world as an interface.
- Quantum Computing: The convergence of quantum computing and AI for scientific discovery, showcased through the example of using Quantum elements to discover a new coolant in 9 hours instead of 3 years.
Overall, the event showcased Microsoft's commitment to pushing the boundaries of AI and mixed reality, with a focus on empowering individuals and organizations through co-pilots and unlocking new possibilities for scientific discovery.
Unleashing the Power of Co-pilots: A Comprehensive Overview of Microsoft's Igniting Innovation Event
Introduction: A New Era of Co-pilots
In a world rapidly transformed by technological advancements, Microsoft stands at the forefront of innovation, propelling us towards an era defined by co-pilots. This comprehensive overview delves into the groundbreaking announcements and insights shared at Microsoft's Igniting Innovation event, illuminating the company's vision for a future where AI-powered co-pilots empower individuals and organizations to achieve remarkable feats.
Infrastructure Layer: Laying the Foundation for AI Excellence
Microsoft's commitment to delivering a robust and scalable infrastructure for AI applications shines through its strategic investments and partnerships. The company's collaboration with industry leaders ensures the incorporation of cutting-edge innovations, spanning power, data centers, networks, and AI accelerators.
Network Advancements: Breaking Speed Barriers with Hol Core Fiber
Microsoft's unwavering pursuit of speed and efficiency finds expression in the introduction of Hol Core Fiber technology. This breakthrough innovation enables a remarkable 47% improvement in network speeds, harnessing the power of photons traversing microscopic air capillaries instead of solid glass fibers. With the world's only dedicated factory for core fiber production, Microsoft sets the stage for lightning-fast data transmission, paving the way for seamless AI operations.
Azure Boost: Unleashing Server Virtualization's Untapped Potential
Azure Boost emerges as a game-changer in server virtualization, introducing a paradigm shift that offloads virtualization processes onto specialized software and hardware. This revolutionary approach unlocks massive improvements in networking, remote and local storage throughput, solidifying Azure's position as the premier cloud platform for high-performance workloads.
Cobalt: Microsoft's Custom-Designed CPU Series
Microsoft unveils Cobalt, its first in-house CPU series, meticulously engineered for the Microsoft cloud. Cobalt 100, the inaugural member of this series, boasts an impressive 64-bit, 128-core Arm-based architecture, claiming the title of the fastest CPU among cloud providers. Already powering critical Microsoft services like Teams, Azure Communication Services, and Azure SQL, Cobalt promises to deliver exceptional performance and efficiency to customers in the near future.
AI Accelerators: Embracing Diversity and Innovation
Microsoft's unwavering commitment to AI acceleration manifests in its strategic partnerships with industry leaders, notably Nvidia and AMD. The company's collaboration with Nvidia has resulted in the most powerful AI supercomputing infrastructure in the cloud, utilizing Nvidia GPUs. Microsoft's inclusion in the Top 500 list of world supercomputers further underscores its dominance in this domain.
Expanding its AI accelerator portfolio, Microsoft welcomes AMD's flagship MI 300X AI accelerator to its Azure platform, providing customers with a wider range of options for AI-optimized VMs. This addition empowers users to leverage 192 GB of high-bandwidth memory and an astounding 5.2 terabytes per second of bandwidth, enabling faster processing of large models with reduced GPU requirements.
Microsoft takes a bold step forward with the introduction of Azure Maya, its first fully custom in-house AI accelerator. Designed specifically for Cloud AI workloads like LLM training and inference, Maya 100 boasts an intricate architecture comprising 105 billion transistors on a 5-nanometer process. This cutting-edge chip forms the heart of an end-to-end AI rack, meticulously engineered to meet the unique thermal and networking demands of AI workloads.
Foundation Models: Powering the Next Generation of AI Applications
Microsoft's strategic partnership with OpenAI sets the stage for groundbreaking advancements in foundation models. The integration of the latest GP4, including GP4 Turbo with Vision, into Azure OpenAI Service empowers developers to harness the capabilities of these state-of-the-art models for a wide range of applications.
Models as a Service: Expanding Accessibility and Customization
Microsoft introduces a new Models as a Service offering in Azure, marking a significant step towards democratizing access to open-source models. This initiative, in collaboration with Meta, features LLAMA 2 as a Service, enabling users to fine-tune the model with their data, unlocking more accurate predictions and enhanced performance.
52: A New Benchmark in Open-Source Language Models
Microsoft proudly unveils 52, an open-source language model that sets a new benchmark in AI capabilities. This scaled-up version of 51.5 demonstrates remarkable improvements across various benchmarks, showcasing its prowess in mathematical reasoning and logical understanding. 52's addition to the Azure AI catalog and Models as a Service offering further enriches the ecosystem of AI tools and resources available to developers.
Azure AI Studio: A Comprehensive Toolchain for AI Development
Azure AI Studio emerges as a comprehensive toolchain, empowering users to build, customize, train, evaluate, and deploy the latest generation of AI models. This seamless platform streamlines the AI development lifecycle, enabling developers to seamlessly integrate these models into their applications.
Integrating Cloud and Edge: Unlocking Super Compelling Scenarios
The convergence of cloud and edge computing opens up a realm of possibilities for compelling AI applications. Microsoft showcases a captivating example, utilizing an SLM like FIRE on Windows to guide players in a game, providing real-time assistance, generating new storylines, and enriching the gaming experience.
Expanding Partnership with NVIDIA: Accelerating Innovation Across the Stack
Microsoft's partnership with NVIDIA expands beyond hardware, encompassing software innovations that drive energy efficiency, reduce carbon footprints, and enhance performance. The collaboration has resulted in the world's fastest AI supercomputer, ranking third among all supercomputers globally.
NVIDIA Omniverse: Bridging the Physical and Digital Worlds
NVIDIA Omniverse, a groundbreaking platform for simulating and designing virtual worlds, joins the Azure cloud platform. This integration unlocks new possibilities for enterprises to leverage Omniverse's capabilities in their digital transformation journeys.
NVIDIA AI Foundry Service: Empowering Custom AI Model Development
NVIDIA's AI Foundry Service makes its debut on Azure, offering enterprises the opportunity to build their own custom language models and AI rags. This service provides a comprehensive suite of tools and resources, enabling organizations to leverage NVIDIA's expertise in AI development.
Reimagining Applications in the Era of AI: From Teams to Bing
Microsoft's unwavering commitment to innovation extends to its core applications, reimagining them for the era of AI.
Microsoft Mesh: Transforming Virtual Collaboration
Microsoft Mesh, a groundbreaking mixed reality platform, introduces immersive spaces that transcend traditional 2D video conferencing. Mesh empowers users to collaborate in virtual environments, utilizing avatars for self-expression, spatial audio for realistic interactions, and custom spaces tailored to specific needs.
Bing Chat: The Co-pilot for Search and Beyond
Bing Chat, the AI-powered co-pilot, extends its capabilities beyond a standalone destination, seamlessly integrating with Microsoft Edge, Google Chrome, Safari, and mobile apps. Bing Chat's enterprise version, accessible via Microsoft 365 accounts, adds commercial data protection, ensuring secure and tailored experiences for businesses.
Microsoft 365 Co-pilot: A Revolutionary Productivity Assistant
Microsoft 365 Co-pilot revolutionizes productivity, serving as an indispensable assistant that reasons across the entire Microsoft graph. This co-pilot seamlessly integrates into applications like Teams, Outlook, Excel, and more, providing real-time assistance, completing tasks, enriching customer interactions, and streamlining workflows.
Co-pilot Studio: Empowering Organizations to Build Custom Co-pilots
Co-pilot Studio emerges as a powerful tool that empowers organizations to build custom GPTs, create plugins, orchestrate workflows, monitor co-pilot performance, and manage customizations. This platform facilitates the extension of co-pilots with capabilities unique to each organization, seamlessly integrating with existing systems and applications.
The Convergence of AI, Mixed Reality, and Quantum Computing: A Glimpse into the Future
Microsoft's vision extends beyond the present, envisioning a future where AI, mixed reality, and quantum computing converge to unlock unprecedented possibilities.
AI and Mixed Reality: A New Interface for Human-Computer Interaction
Microsoft showcases a glimpse of the future, where mixed reality and AI intertwine to create a new interface for human-computer interaction. This interface harnesses natural gestures, voice commands, and eye movements as inputs, providing a seamless and intuitive mode of interaction.
AI and Quantum Computing: Accelerating Scientific Discovery
Microsoft's exploration of the convergence between AI and quantum computing holds immense promise for scientific advancements. Graph formers, a new model architecture, enables the generation of entirely new chemical compounds through complex simulations. This breakthrough has the potential
Frequently Asked Questions (FAQs):
1. What is Microsoft's approach to AI infrastructure?
- Microsoft collaborates with industry partners to incorporate the best innovations across the entire stack, from power to data centers, networks, core compute, AI accelerators, and more.
- They are redefining everything across the fleet and data centers in this new age of AI.
2. What are the advancements in Microsoft's data center network?
- Microsoft's data center network is one of the most advanced and extensive in the world.
- To meet the demands of AI and future workloads, Microsoft is driving up speeds with cutting-edge technologies like Hol Core Fiber, which delivers a 47% improvement in speed.
- They are also manufacturing this fiber themselves in the world's only dedicated factory for core fiber production.
3. What is Azure Boost, and how does it improve Azure's performance?
- Azure Boost is a fantastic new system that offloads server virtualization processes onto purpose-built software and hardware.
- It enables massive improvements in networking, remote storage, and local storage throughput, making Azure the best cloud for high-performance workloads while strengthening security.
4. What is Cobalt, and why is it significant?
- Cobalt is Microsoft's first custom-designed CPU, specifically for the Microsoft cloud.
- It is a 64-bit, 128-core Arm-based chip, the fastest among cloud providers, and is already powering parts of Microsoft Teams, Azure Communication Services, and Azure SQL.
- Cobalt will be made available to customers in the coming year.
5. What are the latest developments in AI accelerators at Microsoft?
- Microsoft is adding NVIDIA's latest GPU AI accelerator, H200, to its fleet to support even larger model inferencing with the same latency.
- They are also introducing the first preview of Azure confidential GPU VMs, allowing customers to run AI models on sensitive datasets on the Microsoft Cloud with end-to-end protection.
- Additionally, AMD's flagship MI300X AI accelerator is coming to Azure, providing more choice for AI-optimized VMs.
6. What is Maya, and how does it contribute to AI workloads?
- Maya is Microsoft's first fully custom in-house AI accelerator, designed to run cloud AI workloads like LLM training and inference.
- It is manufactured on a 5-nanometer process, has 105 billion transistors, and is one of the largest chips that can be made with current technology.
- Maya combines state-of-the-art silicon packaging techniques, ultra-high bandwidth networking design, modern cooling, power management, and algorithmic co-design to deliver the highest performance for AI workloads.
7. What is Microsoft's approach to foundation models?
- Microsoft has a deep partnership with OpenAI, bringing the latest of GPT, including GPT-4 Turbo with Vision, to Azure OpenAI Service.
- They are also adding new models as a service offering in Azure, starting with Meta's LLaMA 2, which can be fine-tuned with customer data for more accurate predictions.
- Microsoft is also introducing F2, an open-source model that shows state-of-the-art performance against benchmarks testing common sense, language understanding, and logical reasoning, and will be coming to Azure AI Studio.
8. How can AI and the edge be combined to create compelling scenarios?
- By combining the power of the cloud and the edge, Microsoft enables compelling scenarios such as building NPC helpers for games, where users can prompt an AI model with text, images, or videos to generate responses or generate storylines based on player prompts.
- Microsoft is also expanding its partnership with NVIDIA, bringing NVIDIA's Generative AI Foundry service to Azure to share software innovations and accelerate AI development.
9. What is Microsoft's vision for the future of AI?
- Microsoft sees a future where there will be a co-pilot for every person and every task, from shopping to coding, analyzing, learning, and creating.
- They believe that AI is not just about natural language input but also about interpreting the world around us, including gestures, gaze, and interactions with the real world.
10. How is Microsoft converging AI and Quantum Computing? - Microsoft is converging AI and Quantum Computing through initiatives like Azure Quantum Elements, which allows scientists to design novel molecules with unique properties using Quantum Computing and AI techniques. - They are also working on Quantum Computing, which could ultimately speed up simulations and revolutionize scientific discovery.