Microsoft Copilot Runtime for AI :
MS Copilot Runtime, announced at Microsoft Build 2024, is specifically designed for AI development on Windows. Here's a breakdown of what it offers:
- Pre-built AI models: Microsoft Blog mentions Windows Copilot Runtime comes with a collection of over 40 on-device AI models ready to be used in applications. These models cover tasks like image enhancement, background removal in video calls, and even text suggestions.
- AI development tools: Microsoft Blog mentions It provides APIs (Application Programming Interfaces) that developers can use to integrate these pre-built models into their applications. There are also tools and frameworks to help developers bring their own custom AI models to Windows.
- Focus on developer experience: [The Verge mentioned]By offering these tools and pre-built models, Microsoft aims to make it easier for developers to create AI-powered features for Windows applications, even if they are new to AI development.
Overall, Windows Copilot Runtime is a significant step towards making Windows a more attractive platform for AI development.
Reference : https://learn.microsoft.com/en-us/windows/ai/overview
Microsoft Azure was indeed the first cloud service to offer Virtual Machines (VMs) based on AMD's ND M300x AI accelerator :
- Announcement: The ND MI300X v5 series of Virtual Machines [Microsoft Tech Community]. These VMs are powered by the M300x GPUs.
- Focus on high-bandwidth memory: This VM series boasts the highest amount of high-bandwidth memory (HBM) of any cloud VM on the market. This allows users to train larger and more complex AI models faster and potentially with fewer GPUs needed [Source : Microsoft Tech Community].
- Collaboration with AMD: This achievement is the result of a close partnership between Microsoft and AMD to optimize both the hardware and software stack for powerful cloud-based AI systems [Microsoft Tech Community].
- Reference : https://techcommunity.microsoft.com/t5/azure-high-performance-computing/introducing-the-new-azure-ai-infrastructure-vm-series-nd-mi300x/ba-p/4145152
Cobalt-based VMs recently announced at Microsoft Build 2024:
- Chipset: These VMs are built on the Cobalt 100, a custom-designed Arm-based processor by Microsoft [Microsoft Azure].
- Focus: The Cobalt 100 is optimized for performance, power efficiency, and cost-effectiveness for general-purpose and cloud-native workloads [Microsoft Azure].
- Performance gains: Compared to previous Azure Arm-based VMs, you can expect up to 40% improved performance [Microsoft Azure].
- Public preview: Microsoft offers a free public preview to try out the Cobalt-based VMs in specific Azure regions [Microsoft Tech Community].
- Reference : https://azure.microsoft.com/en-us/updates/preview-azure-cobalt-100-armbased-virtual-machines/#:~:text=Published%20date%3A%20May%2021%2C%202024&text=These%20are%20the%20first%20generation,purpose%20and%20cloud%2Dnative%20workloads.
- https://techcommunity.microsoft.com/t5/azure-compute-blog/announcing-the-preview-of-new-azure-vms-based-on-the-azure/ba-p/4146353
What is Infra and OPS?
Microsoft Infra and Ops refers to the broad team and practices within Microsoft that manage and maintain its infrastructure and operations. This encompasses a wide range of activities to keep Microsoft's services running smoothly and reliably.
Copilot for Infra and Ops :
Here is the technical deep dive of Azure copilot for Microsoft Infrastructure. I need to understand more from this reference :
Microsoft Build 2024 Keynote: A Glimpse into the Future
Satya Nadella, CEO of Microsoft, kicked off MS Build 2024 with a keynote packed with exciting announcements for developers. Here are some of the key highlights:
AI Takes Center Stage:
- Focus on Explainable AI: Microsoft emphasized its commitment to developing AI models that not only generate results but also explain their reasoning. This "Explainable AI" approach aims to build trust and transparency in AI decision-making.
- Introducing "Copilot+ Agents": Microsoft unveiled AI agents that can automate tasks within Copilot, their AI coding assistant. Imagine agents automatically handling tasks like email monitoring, workflow automation, or even data entry, freeing developers to focus on complex problems.
- Multimodal AI for Mobile: A new compact AI model capable of reading text and analyzing images was announced. This model, optimized for mobile devices, has the potential to revolutionize tasks like real-time video translation within apps.
Windows 11 Gets a Boost:
- Improved Security Measures: Enhanced security features were announced for Windows 11, aiming to combat phishing attacks and malware.
- Personalization with Custom Emojis: A playful touch – users can now add custom emojis to their Teams chats, adding a fun and personalized element to communication.
A Focus on Developer Tools and Azure:
- New Developer Tools: Microsoft released a suite of new developer tools to streamline software development, including a revamped terminal and improved code editor features.
- Azure Innovations: The keynote showcased advancements in Microsoft's Azure cloud platform, including new virtual machines powered by AMD processors for high-performance computing tasks. Additionally, Microsoft announced the expansion of its AI infrastructure globally.
Overall, MS Build 2024 showcased Microsoft's commitment to AI, developer tools, and cloud innovation. The focus on explainable AI, the introduction of Copilot+ agents, and the advancements in Windows 11 paint a picture of a future where AI empowers developers and enhances user experiences.
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