What runs GPT-4o and Microsoft Copilot? | Largest AI supercomputer in the cloud | Mark Russinovich

What runs GPT-4o and Microsoft Copilot? | Largest AI supercomputer in the cloud | Mark Russinovich

Microsoft has built the world's largest cloud-based AI supercomputer that is already exponentially bigger than it was just 6 months ago, paving the way for a future with agentic systems.

For example, its AI infrastructure is capable of training and inferencing the most sophisticated large language models at massive scale on Azure. In parallel, Microsoft is also developing some of the most compact small language models with Phi-3, capable of running offline on your mobile phone.

Watch Azure CTO and Microsoft Technical Fellow Mark Russinovich demonstrate this hands-on and go into the mechanics of how Microsoft is able to optimize and deliver performance with its AI infrastructure to run AI workloads of any size efficiently on a global scale.

This includes a look at: how it designs its AI systems to take a modular and scalable approach to running a diverse set of hardware including the latest GPUs from industry leaders as well as Microsoft's own silicon innovations; the work to develop a common interoperability layer for GPUs and AI accelerators, and its work to develop its own state-of-the-art AI-optimized hardware and software architecture to run its own commercial services like Microsoft Copilot and more.

► QUICK LINKS:
00:00 - AI Supercomputer
01:51 - Azure optimized for inference
02:41 - Small Language Models (SLMs)
03:31 - Phi-3 family of SLMs
05:03 - How to choose between SLM & LLM
06:04 - Large Language Models (LLMs)
07:47 - Our work with Maia
08:52 - Liquid cooled system for AI workloads
09:48 - Sustainability commitments
10:15 - Move between GPUs without rewriting code or building custom kernels. 11:22 - Run the same underlying models and code on Maia silicon
12:30 - Swap LLMs or specialized models with others
13:38 - Fine-tune an LLM
14:15 - Wrap up

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Identity-centric Internet Access protections | Microsoft Entra

Identity-centric Internet Access protections | Microsoft Entra

Keep your users, devices and data protected with Microsoft Entra Security Service Edge Internet Access. Combine identity and access management along with network access controls to help protect iInternet-based resources. Protections are context aware, made possible by deep integration with Conditional Access policies, with risk assessed in real time across identity, device, location, and applications, to protect ANY app or resource. See how Microsoft Entra Internet Access helps prevent sophisticated token theft attacks and insider data exfiltration to untrusted sites, including logging into unallowed sites that might increase your risk. Camila Martins, Senior Product Manager for Microsoft Entra, shows policies you can set as an admin and the user experience with protections in place - right from the Global Secure Access controls in the Microsoft Entra admin center. ► QUICK LINKS: 00:00 - Keep users, devices, and data protected 01:20 - Token theft demo 02:09 - How it works as a user 03:00 - How the policy prevents data exfiltration 03:48 - Protect against malicious insider attacks 05:00 - See a policy in action 06:01 - Block sites that inhibit productivity 06:53 - Add Conditional Access policies 08:24 - Wrap up ► Link References Get started at https://entra.microsoft.com For more information, check out https://aka.ms/SSEInternetAccessdocs Check out our playlist at https://aka.ms/SSEMechanics ► Unfamiliar with Microsoft Mechanics? As Microsoft's official video series for IT, you can watch and share valuable content and demos of current and upcoming tech from the people who build it at Microsoft. • Subscribe to our YouTube: https://www.youtube.com/c/MicrosoftMechanicsSeries • Talk with other IT Pros, join us on the Microsoft Tech Community: https://techcommunity.microsoft.com/t5/microsoft-mechanics-blog/bg-p/MicrosoftMechanicsBlog • Watch or listen from anywhere, subscribe to our podcast: https://microsoftmechanics.libsyn.com/podcast ► Keep getting this insider knowledge, join us on social: • Follow us on Twitter: https://twitter.com/MSFTMechanics • Share knowledge on LinkedIn: https://www.linkedin.com/company/microsoft-mechanics/ • Enjoy us on Instagram: https://www.instagram.com/msftmechanics/ • Loosen up with us on TikTok: https://www.tiktok.com/@msftmechanics

7 Dec 20239min

Microsoft Entra Private Access protections for on-premises & private cloud network resources

Microsoft Entra Private Access protections for on-premises & private cloud network resources

Enable secure access to all your private on-prem and cloud resources, beyond what you can do with traditional VPNs, with Microsoft Entra Private Access, part of Microsoft's Security Service Edge solution. Private Access takes an identity-centric Zero Trust Network Access approach, and leverages the Conditional Access policy engine to assess risk in real time using identity, device, and application signals, and apply additional network conditions to protect any apps or resources, such as file shares or virtual machines. Ashish Jain, Principal Group PM for Microsoft Entra, shares how Microsoft Entra adds Security Service Edge controls for private connections that you'll find under Global Secure Access in the Microsoft Entra admin center. ► QUICK LINKS: 00:00 - Secure access to all private apps and resources 01:31 - Global Secure Access 02:27 - Set up private app access without using a VPN 03:34 - MFA with Conditional Access policies 05:24 - Connect to infrastructure resources on prem 07:03 - Connect from a mobile device 09:09 - Wrap up ► Link References Get started at https://entra.microsoft.com For more information, check out https://aka.ms/SSEPrivateAccessDocs Check out our playlist at https://aka.ms/SSEMechanics ► Unfamiliar with Microsoft Mechanics? As Microsoft's official video series for IT, you can watch and share valuable content and demos of current and upcoming tech from the people who build it at Microsoft. • Subscribe to our YouTube: https://www.youtube.com/c/MicrosoftMechanicsSeries • Talk with other IT Pros, join us on the Microsoft Tech Community: https://techcommunity.microsoft.com/t5/microsoft-mechanics-blog/bg-p/MicrosoftMechanicsBlog • Watch or listen from anywhere, subscribe to our podcast: https://microsoftmechanics.libsyn.com/podcast ► Keep getting this insider knowledge, join us on social: • Follow us on Twitter: https://twitter.com/MSFTMechanics • Share knowledge on LinkedIn: https://www.linkedin.com/company/microsoft-mechanics/ • Enjoy us on Instagram: https://www.instagram.com/msftmechanics/ • Loosen up with us on TikTok: https://www.tiktok.com/@msftmechanics

7 Dec 20239min

Microsoft Viva Glint + Copilot to analyze employee feedback at scale

Microsoft Viva Glint + Copilot to analyze employee feedback at scale

Ensure employees in your organization feel engaged and productive. Know which questions to ask, interpret the results and act on the feedback with Microsoft Viva Glint. As a scalable fully managed solution, it streamlines and automates the employee feedback process measured against proven drivers for employee satisfaction and engagement. Managers can quickly interpret the results with easy-to-use dashboards with advanced analytics. Using Copilot in Viva Glint, rapidly query thousands of comments to gain new perspective. Take advantage of workplace signals from elsewhere on the Viva platform, such as Viva Insights, to connect the dots between favorability and how employees work, and to close the feedback loop, you can leverage people science backed recommendations to take meaningful actions and drive positive change. Quentin Mackey, Principal Group PM for Microsoft Viva Glint, shares how it works, the manager experience, and how to customize it as a service admin. ► QUICK LINKS: 00:00 - Streamline and automate employee feedback 01:11 - Employee survey experience 02:26 - Manager experience 04:15 - Managing multiple teams 05:54 - Microsoft Copilot in Viva Glint 06:43 - Set up a Viva Glint program 09:13 - Wrap up ► Link References Get it up and running at https://aka.ms/DeployVivaGlint Check out https://aka.ms/VivaGlintDocs ► Unfamiliar with Microsoft Mechanics? As Microsoft's official video series for IT, you can watch and share valuable content and demos of current and upcoming tech from the people who build it at Microsoft. • Subscribe to our YouTube: https://www.youtube.com/c/MicrosoftMechanicsSeries • Talk with other IT Pros, join us on the Microsoft Tech Community: https://techcommunity.microsoft.com/t5/microsoft-mechanics-blog/bg-p/MicrosoftMechanicsBlog • Watch or listen from anywhere, subscribe to our podcast: https://microsoftmechanics.libsyn.com/podcast ► Keep getting this insider knowledge, join us on social: • Follow us on Twitter: https://twitter.com/MSFTMechanics • Share knowledge on LinkedIn: https://www.linkedin.com/company/microsoft-mechanics/ • Enjoy us on Instagram: https://www.instagram.com/msftmechanics/ • Loosen up with us on TikTok: https://www.tiktok.com/@msftmechanics

5 Dec 20239min

Microsoft Fabric: Data mirroring and Copilot updates

Microsoft Fabric: Data mirroring and Copilot updates

Access quality data, wherever it resides, with Microsoft Fabric, our next generation managed data and analytics service. Make data accessible across your entire data estate, without having to integrate different sources or work across multiple toolsets. Check out new data mirroring capabilities and AI-powered Copilot experiences, from building data pipelines, to creating predictive models and generating Power BI reports. Microsoft Fabric is a single, fully managed service, that helps you derive quality data from raw fragmented data by using built-in capabilities for data integration, data engineering and data warehousing, as well as for building data science models, real-time analytics, business intelligence, and real-time monitoring and alerts to trigger actions when your data changes. Nellie Gustafsson, Microsoft Fabric's Principal Product Manager, joins Jeremy Chapman to share all the updates. ► QUICK LINKS: 00:00 - Access quality data across your entire data estate 01:00 - Single, fully managed service 03:18 - Data mirroring 05:29 - Cross-join and query data06:48 - Copilot in Microsoft Fabric 08:06 - Build a machine learning model for predictive insights 09:47 - Use Copilot to generate Power BI reports 11:09 - Wrap up ► Link References Get information, resources, and sign up for a free trial at https://aka.ms/fabric ► Unfamiliar with Microsoft Mechanics? As Microsoft's official video series for IT, you can watch and share valuable content and demos of current and upcoming tech from the people who build it at Microsoft. • Subscribe to our YouTube: https://www.youtube.com/c/MicrosoftMechanicsSeries • Talk with other IT Pros, join us on the Microsoft Tech Community: https://techcommunity.microsoft.com/t5/microsoft-mechanics-blog/bg-p/MicrosoftMechanicsBlog • Watch or listen from anywhere, subscribe to our podcast: https://microsoftmechanics.libsyn.com/podcast ► Keep getting this insider knowledge, join us on social: • Follow us on Twitter: https://twitter.com/MSFTMechanics • Share knowledge on LinkedIn: https://www.linkedin.com/company/microsoft-mechanics/ • Enjoy us on Instagram: https://www.instagram.com/msftmechanics/ • Loosen up with us on TikTok: https://www.tiktok.com/@msftmechanics

22 Nov 202311min

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