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  • Take a look at how wave two of Microsoft 365 Copilot can specifically help your small business by leveraging the secure application of generative AI with your work data. Use it to author presentations and content, reduce digital debt to focus on what’s important as you engage with customers, and automate everyday tasks and processes. For IT, see how to light up Microsoft 365 Copilot in your tenant, and get tips and resources for onboarding your organization.

    Mary David Pasch, Principal Product Manager for Microsoft 365 Copilot, joins Jeremy Chapman to share how to use Copilot to save time, drive productivity, and foster stronger connections with your customers.

    ► QUICK LINKS:
    00:00 - Microsoft 365 Copilot Small Business Guide
    00:53
    - Save time
    02:14 - Privacy & safety
    05:03 - How Microsoft 365 Copilot can assist you
    06:24 - Work smarter, improve skill sets
    08:13 - Create custom experiences
    08:48 - Enable Copilot and onboard users
    10:28 - How to apply Copilot to specific areas in your company
    12:18 - Guidance & resources
    14:07
    - Wrap up

    ► Link References

    Watch our whole series at https://aka.ms/CopilotSMBMechanics

    Check out our show on preparing for Copilot at https://aka.ms/SMBOversharingMechanics

    See how to create custom experiences at https://aka.ms/Wave2Mechanics

    Use role-based scenario guidance at https://aka.ms/AIforAll

    Get a Success Kit at https://aka.ms/CopilotSMBSuccesskit

    Sign up for or watch Quickstart Training at https://aka.ms/QuickStartCopilot

    ► 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

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    • Watch or listen from anywhere, subscribe to our podcast: https://microsoftmechanics.libsyn.com/podcast

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  • What are prompt injection attacks and how do you stop them? How do you avoid deceptive responses? Can AI traffic be end-to-end encrypted? We'll answer these questions and more with technical demonstrations to make it real.

    Mark Russinovich will show you how to develop and deploy AI applications that prioritize safety, privacy, and integrity. Leverage real-time safety guardrails to filter harmful content and proactively prevent misuse, ensuring AI outputs are trustworthy. The integration of confidential inferencing enables users to maintain data privacy by encrypting information during processing, safeguarding sensitive data from exposure. Enhance AI solutions with advanced features like Groundedness detection, which provides real-time corrections to inaccurate outputs, and the Confidential Computing initiative that extends verifiable privacy across all services.

    Mark Russinovich, Azure CTO, joins Jeremy Chapman to share how to build secure AI applications, monitor and manage potential risks, and ensure compliance with privacy regulations.

    ► QUICK LINKS:
    00:00 - Keep data safe and private
    01:19 - Azure AI Content Safety capability set
    02:17 - Direct jailbreak attack
    03:47 - Put controls in place
    04:54 - Indirect prompt injection attack
    05:57 - Options to monitor attacks over time
    06:22
    - Groundedness detection
    07:45 - Privacy—Confidential Computing
    09:40 - Confidential inferencing Model-as-a-service
    11:31 - Ensure services and APIs are trustworthy
    11:50 - Security
    12:51 - Web Query Transparency
    13:51 - Microsoft Defender for Cloud Apps
    15:16 - Wrap up

    ► Link References

    Check out https://aka.ms/MicrosoftTrustworthyAI

    For verifiable privacy, go to our blog at https://aka.ms/ConfidentialInferencing

    ► 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

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  • Saknas det avsnitt?

    Klicka här för att uppdatera flödet manuellt.

  • With more than 1700 models to choose from on Azure, selecting the right one is key to enabling the right capabilities, at the right price point, and with the right protections in place. That's where the Azure AI model catalog and model benchmarks can help.

    With Azure AI, you can seamlessly integrate powerful GenAI models into your app development process, making your applications smarter, more efficient, and highly scalable. Access a vast selection of AI models, from sophisticated large language models to efficient small models that can run offline.

    Matt McSpirit, Microsoft Azure expert, shows how to compare and select the right AI model for your specific needs. Azure AI's model benchmarks evaluate models on accuracy, coherence, groundedness, fluency, relevance, and similarity. Experiment with different models in Azure AI Studio or your preferred coding environment, and optimize costs with serverless pricing options.

    ► QUICK LINKS:

    00:00 - Build GenAI powered apps
    00:53 - Model choice
    02:11 - Use your environments of choice
    02:44 - Choose the right AI model
    05:28 - Compare models
    08:04 - Wrap up

    ► Link References
    Get started at https://ai.azure.com

    See data, privacy, and security for use of models at https://aka.ms/AzureAImodelcontrols

    ► 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
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    • Watch or listen from anywhere, subscribe to our podcast: https://microsoftmechanics.libsyn.com/podcast

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  • Streamline threat detection and response across diverse environments with Microsoft Sentinel, your cloud-native SIEM solution. With features like Auxiliary logs for low-cost storage and proactive data optimization recommendations, you can efficiently manage high volumes of security data without compromising on threat intelligence. Leverage built-in AI and automation to uncover hidden threats and reduce investigation time from days to minutes.

    Rob Lefferts, CVP for Security Solutions at Microsoft, joins Jeremy Chapman to show how to migrate from existing SIEM solutions with built-in migration tools, ensuring seamless access to your security logs while maintaining investigative integrity.

    ► QUICK LINKS:
    00:00 - Microsoft Sentinel, modern Cloud SIEM
    01:12 - Unified security operations platform
    02:55 - Prioritize security updates
    04:27 - Storage options
    05:11 - Optimize data coverage and usage
    06:17 - Protect against long-term persistent attacks
    07:58 - Automation using auxiliary logs
    08:59 - Manual effort
    10:10
    - Automation
    12:07
    - Migration
    13:31 - Wrap up

    ► Link References

    Get started at https://aka.ms/MicrosoftSentinel

    Find samples for the Playbook Logic App and the Function app at https://aka.ms/AuxLogsTIapp

    ► 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

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    • Watch or listen from anywhere, subscribe to our podcast: https://microsoftmechanics.libsyn.com/podcast

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  • Build your own custom applications with Azure AI right from your code. With Azure AI, leverage over 1,700 models, seamlessly integrating them into your coding environment to create tailored app experiences. Utilize features like Retrieval Augmented Generation and vector search to enrich responses with contextual information, as well as prebuilt Azure AI services to incorporate cognitive skills such as language, vision, and safety detection.

    Dan Taylor, Principal Product Architect for Microsoft Azure AI, also shares how to streamline your development process with tools for orchestration and monitoring. Use templates to simplify resource deployment and run evaluations against large datasets to optimize performance. With Application Insights, gain visibility into your app's metrics, enabling data-driven decisions for continuous improvement.

    ► QUICK LINKS:
    00:00 - Build custom AI apps with the studio in Azure AI
    00:27 - Leverage the studio in Azure AI
    01:37 - Build apps grounded on custom data
    03:03 - Retrieval Augmented Generation
    03:48 - Vector search
    04:17 - Set up your coding environment
    06:11 - How to build in code
    07:16 - Traces
    07:45 - Evaluate performance against large data set
    08:19 - Options for monitoring
    08:58 - Wrap up

    ► Link References

    To get started, go to https://ai.azure.com


    Check out our code samples at https://aka.ms/AIAppTemplates

    ► 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

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  • Enhance security, performance, and user experience with Windows 11, version 24H2. Keep your data and identity protected with features like personal data encryption, Windows Hello with passkeys, and Windows Studio Effects. Built-in AI capabilities, including live captions with real-time translation and advanced video call enhancements, leverage powerful NPUs for seamless, efficient performance. Whether you’re a business professional or a creative, Windows 11, version 24H2 offers significant improvements in productivity, energy efficiency, and multitasking capabilities.

    Deployment and migration is straightforward, ensuring compatibility with most existing hardware and peripherals. Tools like Windows Autopatch and Windows Autopilot, integrated with Microsoft Intune, streamline the update and provisioning processes, making device setup and compliance effortless. Jeremy Chapman, Director of Microsoft 365 shares how Windows 11, version 24H2 ensures your organization stays secure, productive, and ready for the future.

    ► QUICK LINKS:
    00:00 - Windows 11, version 24H2
    00:51 - Personal Data Encryption
    02:20 - Windows Hello with passkeys
    03:26 - Default proactive protection
    04:01 - Windows 11, version 24H2 updates
    05:35 - Accessibility updates
    06:03 - AI capabilities- live captions
    07:13 - Built-in AI—Windows Studio Effects
    08:29 - Performance and efficiency
    09:13 - Deployment and migration
    10:25
    - Windows Autopatch
    11:36 - Windows Autopilot
    12:29 - Wrap up

    ► Link References

    Get started at https://aka.ms/Windows11Enterprise

    ► 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

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  • Prevent attackers from stealing your identity and data by protecting your tokens. In single sign-on systems like SAML and OAUTH, tokens are how services know who you are and what you can do. When you sign in to your machine with your Microsoft Entra ID account, you are getting a session token you can use to access things like your email, teams and other apps. Check out new capabilities like Credential Guard in Windows enforced by device policies in Intune, Token Protection enforcement in Microsoft Entra, and Token theft detections in Microsoft Sentinel and Defender XDR.

    Alex Weinert, from the Microsoft Entra team, explains what tokens are, how token theft works, and how to defend yourself from these attacks.

    ► QUICK LINKS:
    00:00 - Token theft attacks
    01:39 - Token basics
    02:59
    - Token theft demo
    03:41
    - How to use token protection
    05:22 - Additional Token theft defenses
    06:25 - How to detect and shut down attacks
    08:01 - Wrap up

    ► Link References

    Get started at https://aka.ms/TokenTheftDefense

    ► 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

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  • Check out Microsoft 365 Copilot Wave Two updates, featuring Business Chat and the new Copilot Pages for enhanced collaboration, advancements in Excel data analysis, AI-driven file comparisons in OneDrive, and easy-to-create Copilot agents for automating business processes. If you are in IT, we’ll show you improved integrations with our security and compliance stack.

    Mary Pasch, Principal Product Manager, joins Jeremy Chapman to walk through the updates, including what it means for Microsoft 365 admins.

    ► QUICK LINKS:
    00:00
    - Microsoft 365 Copilot Wave Two
    00:45 - How Copilot is evolving
    01:32 - BizChat and Copilot Pages
    02:58 - Copilot in Excel
    04:41 - Copilot using Python in Excel
    06:05 - Compare and contrast documents
    07:18 - Create Copilot agents from BizChat
    08:44 - Create Copilot agents from SharePoint
    10:12
    - .copilot files
    10:44 - Enterprise-grade data protection
    13:54 - Wrap up

    ► Link References

    Check out new Copilot experiences at https://aka.ms/CopilotWave2

    Access advanced enterprise data protections at http://microsoft.com/copilot

    ► 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

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  • Use Copilot agents to enhance Microsoft 365 Copilot for your own unique needs to help turn information into insights. Tailored experiences work with external data, while adding unique skills to automate everyday repeatable tasks. Using the Copilot extensibility stack, you can create your own agent experiences connected to knowledge beyond Microsoft 365 and perform actions on your behalf.

    Enhance the experience with Copilot extensibility stack options:

    -Connect to relevant information sources, including those outside Microsoft 365, and use APIs to read and write data in near real-time.

    -Extend the Microsoft 365 Graph indexer to include additional sites or services you specify.

    -Create custom Copilot agents for specific scenarios, enabling automation of tasks through defined triggers and workflows.

    ► QUICK LINKS:
    00:00 - Copilot extensibility stack
    01:00 - Plug into information sources
    01:24 - Extend the Microsoft 365 Graph indexer
    01:42 - Custom Copilot agents
    02:00 - Enhance your Microsoft 365 Copilot experience
    03:02 - Wrap up

    ► 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

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    • Follow us on Twitter: https://twitter.com/MSFTMechanics

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  • Manage your data access effectively while using Microsoft 365 Copilot. Navigate the SharePoint admin center to adjust site privacy settings, ensuring only authorized members can access sensitive content. Set up test accounts to identify potential oversharing and take corrective actions. By refining permissions, protect valuable information and enhance the relevance of AI-generated responses.

    Jeremy Chapman, Director of Microsoft 365, shares how to find and control oversharing, so you can confidently utilize Microsoft 365 Copilot for your small business needs.

    ► QUICK LINKS:
    00:00 - Prepare data for search
    01:22 - Search hygiene
    02:04 - Test to see who has access
    02:33
    - How to set up a test account
    03:32 - Search for items
    05:08 - Information retrieval process
    05:45 - Shared items by invitation link
    06:19 - Oversharing
    07:33 - How to reduce oversharing
    08:35 - Check permissions
    11:07 - Confirm permissions are in place
    11:52
    - Wrap up

    ► Link References

    Get to the SharePoint admin center from Microsoft 365’s admin center at https://admin.microsoft.com

    ► 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

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    • Follow us on Twitter: https://twitter.com/MSFTMechanics

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  • Get personalized, context aware experiences as you work by harnessing the power of advanced large language models, the Microsoft Graph, and the internet with Microsoft 365 Copilot. By automating the retrieval of relevant information, Copilot eliminates the need for manual searches, allowing you to focus on what matters.

    With a robust orchestration engine, Copilot integrates seamlessly with your Microsoft 365 apps, ensuring you only access data for which you have explicit permissions. It respects your privacy, wiping chat histories clean with each new conversation and never uses your data to train the model. Microsoft 365 Copilot is designed to enhance your productivity, delivering precise and informed responses right when you need them.

    ► QUICK LINKS:
    00:00
    - How Microsoft 365 works
    00:22 - Behind the scenes
    01:05 - Security, Compliance, Privacy, & Responsible AI

    ► 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

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  • Redefine personal and business computing by combining powerful AI capabilities with cutting-edge hardware using Copilot+ PCs. Whether you're developing apps that harness the full potential of the NPU or taking advantage of AI experiences like Windows Studio Effects, Copilot+ PCs offer a platform that is both robust and efficient.

    Vivek Pradeep, Vice President and Distinguished Engineer at Microsoft, joins Jeremy Chapman to share how Copilot+ PCs provide the tools you need to innovate with confidence. Trust in the highest level of device security, thanks to features like Windows Hello biometric authentication and the Microsoft Pluton security processor. With new hardware options like the OLED touchscreen and Flex Keyboard, you can customize your workspace to match your workflow, all while enjoying enhanced battery life and performance.

    ► QUICK LINKS:
    00:00 - Build next-gen AI apps for Copilot+ PC
    00:44 - Personalized experience with Copilot+ PCs
    02:28 - Windows Studio Effects
    04:47 - AI in Paint using Cocreator
    06:37
    - Local AI translates speech
    07:30 - Lower power consumption
    08:14 - Update and deploy models
    09:43 - Build apps with local AI on Copilot+ PC
    11:31 - Updates to Surface Copilot+ PC devices
    12:56 - Secured-core PC
    13:42 - What to expect next
    14:33 - Wrap up

    ► Link References

    Check out Surface updates at https://surface.com/business

    ► 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

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  • New Windows 365 GPU-enabled Cloud PCs can help maximize productivity for anyone in graphics-intensive fields such as graphic design, video editing, 3D modeling, and data visualization. With Windows 365, you can stream your Windows experience from the Microsoft cloud to any device and benefit security, increase connection speeds, and reduced latency.

    ► QUICK LINKS:
    00:00 - Cloud PC in Windows 365 can be GPU-enabled
    00:28 - Run compute-intensive apps
    00:50 - Run demanding workloads
    01:37 - Fast data transfer with reduced latency
    02:19 - Windows 365 GPU options
    03:30 - Shared utilization
    03:50 - Data remains separate
    04:13 - Windows 365 new watermark support
    04:28 - Windows 365 management
    05:01 - Wrap up

    ► Link References

    Get started at https://windows365.com

    ► 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

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  • Microsoft Fabric seamlessly integrates with generative AI to enhance data-driven decision-making across your organization. It unifies data management and analysis, allowing for real-time insights and actions.

    With Real Time Intelligence, keeping grounding data for large language models (LLMs) up-to-date is simplified. This ensures that generative AI responses are based on the most current information, enhancing the relevance and accuracy of outputs. Microsoft Fabric also infuses generative AI experiences throughout its platform, with tools like Copilot in Fabric and Azure AI Studio enabling easy connection of unified data to sophisticated AI models.

    ► QUICK LINKS:
    00:00
    - Unify data with Microsoft Fabric
    00:35 - Unified data storage & real-time analysis
    01:08 - Security with Microsoft Purview
    01:25 - Real-Time Intelligence
    02:05 - Integration with Azure AI Studio

    ► Link References

    This is Part 3 of 3 in our series on leveraging generative AI. Watch our playlist at https://aka.ms/GenAIwithAzureDBs

    ► Unfamiliar with Microsoft Mechanics?

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  • See how you can use your SQL data as a robust backend for AI applications with semantic search and retrieval augmented generation. Azure SQL Database along with any SQL servers you connect to Azure integrate seamlessly with Azure AI Search and the Azure OpenAI Service, enabling natural language search capabilities within your SQL data.

    Use this approach to enhance e-commerce platforms, financial data analysis, or CRM systems while using SQL's granular access management controls to ensure that data searches and generated responses are limited to specific user permissions.

    ► QUICK LINKS:
    00:00
    - Generative AI for your SQL workloads
    00:33 - Retrieval Augmented Generation
    01:00 - Granular access management
    01:15 - Enable natural language search
    01:54 - Connect vectorized SQL data
    02:20 - Test generative AI responses
    02:41
    - Wrap up

    ► 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

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  • Get a unified solution for secure access management, identity verification, and Zero Trust security for cloud and on-premises resources. The new Microsoft Entra suite integrates five capabilities: Private Access, Internet Access, ID Protection, ID Governance, and Face Check as part of Verified ID Premium, included with Microsoft Entra Suite. With these capabilities, you can streamline user onboarding, enhance security with automated workflows, and protect against threats using Conditional Access policies. See how to reduce security gaps, block lateral attacks, and replace legacy VPNs, ensuring efficient and secure access to necessary resources.

    Jarred Boone, Identity Security Senior Product Manager, shares how to experience advanced security and management with Microsoft Entra Suite.

    ► QUICK LINKS:
    00:00 - Unified solution with Microsoft Entra Suite
    00:38
    - Microsoft Entra Private Access
    01:39 - Microsoft Entra Internet Access
    02:42 - Microsoft Entra ID Protection
    03:31 - Microsoft Entra ID Governance
    04:18 - Face Check in Verified ID Premium, included with Microsoft Entra Suite
    04:52
    - How core capabilities work with onboarding process
    06:08 - Protect access to resources
    07:22 - Control access to internet endpoints
    08:05 - Establish policies to dynamically adjust
    08:45 - Wrap up

    ► Link References

    Try it out at https://entra.microsoft.com

    Watch our related deep dives at https://aka.ms/EntraSuitePlaylist

    Check out https://aka.ms/EntraSuiteDocs



    ► Unfamiliar with Microsoft Mechanics?

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  • Leverage Azure Cosmos DB for generative AI workloads for automatic scalability, low latency, and global distribution to handle massive data volumes and real-time processing. With support for versatile data models and built-in vector indexing, it efficiently retrieves natural language queries, making it ideal for grounding large language models. Seamlessly integrate with Azure OpenAI Studio for API-level access to GPT models and access a comprehensive gallery of open-source tools and frameworks in Azure AI Studio to enhance your AI applications.

    ► QUICK LINKS:
    00:00 - Azure Cosmos DB for generative AI workloads
    00:18 - Versatile Data Models
    00:39 - Scalability and performance
    01:19 - Global distribution
    01:31 - Vector indexing and search
    02:07 - Grounding LLMs
    02:30 - Wrap up

    ► Unfamiliar with Microsoft Mechanics?

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  • Check out new AI integrations for your Azure SQL databases. With Retrieval Augmented Generation, you can bridge structured data with generative AI, enhancing natural language queries across applications. With advanced vector-based semantic search, discover precise insights tailored to your data, while Copilot in Azure streamlines troubleshooting and T-SQL query authoring. Optimize workflows, personalize responses, and unlock new levels of efficiency in SQL-driven AI applications.

    Accelerate performance troubleshooting and complex query authoring tasks with Copilot in Azure. Quickly diagnose database issues and receive expert recommendations for optimization, ensuring optimal performance and reliability. Seamlessly traverse hierarchies within tables and generate intricate queries with ease, saving time and resources.

    Bob Ward, Azure Principal Architect, shows how to unleash the full potential of your SQL data, driving innovation and intelligence across your applications.

    ► QUICK LINKS:
    00:00 - AI and Azure SQL
    01:40 - Using T-SQL for search
    02:30 - Using Azure AI Search
    03:17 - Vector embeddings and skillsets
    04:08 - Connect your SQL data to an AI app
    05:44 - Test it in Azure OpenAI Studio playground
    07:22 - Combine native JSON data type in SQL
    08:30 - Hybrid search
    09:56 - Copilot in Azure: Performance troubleshooting
    11:11 - Copilot in Azure: Query authoring
    12:24 - Permissions
    12:40
    - Wrap up

    ► Link References

    For building AI apps, check out https://aka.ms/sqlai

    Try out new copilot experiences at https://aka.ms/sqlcopilot

    ► Unfamiliar with Microsoft Mechanics?

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  • Bring your MySQL workloads to run on Azure. Azure Database for MySQL - Flexible Server offers a powerful, fully managed solution for MySQL workloads, providing unique platform-level optimizations that significantly enhance connection scaling and cost performance. Ensure high efficiency and reduced latency for mission-critical applications for up to twice the performance of other offerings. The integration with Azure OpenAI Service and Azure AI Search further extends its capabilities, enabling intelligent vector-based search and generative AI responses for more accurate and relevant user queries.

    Join Parikshit Savjani, Azure Database for MySQL Principal Group PM, shares how Azure Database for MySQL - Flexible Server transforms traditional MySQL applications into high-performance, intelligent systems by combining the scalability and security of Azure with advanced AI-driven insights.

    ► QUICK LINKS:
    00:00 - Run MySQL on Azure
    00:56 - Run your LAMP stack on Azure
    01:24 - Accelerated Logs capability
    03:02 - Vector-based search and generative AI
    04:02 - Leverage Azure AI Search & Azure OpenAI services
    04:29
    - Establish database connection
    05:52 - Build vector index
    07:04 - Create an Indexer
    07:32 - Semantic Search
    07:54
    - Test it in the Azure AI playground
    08:49 - Wrap up

    ► Link References

    Check out https://aka.ms/mysql-resources

    Join the community for Azure Database for MySQL at https://aka.ms/mysql-contributors

    ► Unfamiliar with Microsoft Mechanics?

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  • Use your files, emails, chats and meeting information automatically or with direct references using Copilot prompts in Microsoft 365 apps. You don't need to copy information then paste it into a browser tool or upload work files and images into other generative AI experiences. Instead, directly from Teams, Word, PowerPoint and other Microsoft 365 apps, you can leverage not only your opened file, email, chat or meeting, but also other work data that you have permissions to in SharePoint and OneDrive. Copilot retrieves and synthesizes information across emails, chats, and files, so you can generate presentations, respond to emails, and catch up on meetings. The Copilot process also follows your organization's policies for data protection and compliance, eliminating the need and added risk of bringing your work data to those tools.

    Mary David Pasch, Principal Product Manager from the Copilot Platform team, joins Jeremy Chapman to share how Copilot enhances collaboration and efficiency, making complex tasks like document creation and information retrieval effortless and secure.

    ► QUICK LINKS:
    00:00 - Leverage your work data with Copilot
    00:51 - How Copilot augments your prompts
    02:22 - Automatically works across your files
    03:03 - Meeting recaps with Copilot in Teams
    03:59 - Meeting summaries with Copilot in Teams
    04:57 - Incorporate specific info from work data
    06:53
    - Convert written docs to PowerPoint presentations
    09:07 - Recommended prompts
    10:29 - Standalone Copilot chat experience
    12:11 - Stay within your Microsoft 365 data security boundary
    12:39 - Wrap up

    ► Link References

    For more go to Copilot Lab at https://copilot.cloud.microsoft

    Watch our full series on Microsoft Mechanics at https://aka.ms/M365CopilotMechanics

    ► Unfamiliar with Microsoft Mechanics?

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