{"id":353948,"date":"2025-07-31T13:31:42","date_gmt":"2025-07-31T17:31:42","guid":{"rendered":"https:\/\/msftnewsnow.com\/?p=353948"},"modified":"2025-07-31T13:33:07","modified_gmt":"2025-07-31T17:33:07","slug":"lora-fine-tuning-for-phi-silica-on-windows-kahoot","status":"publish","type":"post","link":"https:\/\/msftnewsnow.com\/lora-fine-tuning-for-phi-silica-on-windows-kahoot\/","title":{"rendered":"LoRA Fine-Tuning Supercharges Phi Silica on Windows 11 for Better Kahoot! Quiz Generation"},"content":{"rendered":"<div class=\"relative\">\n<div class=\"prose text-pretty dark:prose-invert inline leading-normal break-words min-w-0 [word-break:break-word]\">\n<p class=\"my-0\">At Build 2025, Microsoft announced a paradigm-shifting enhancement to its Windows AI toolkit: <a href=\"https:\/\/blogs.windows.com\/windowsdeveloper\/2025\/07\/31\/phi-silica-task-specialization-using-lora-in-microsoft-learning-zone-a-technical-deep-dive\/\" target=\"_blank\" rel=\"noopener\">support for LoRA (low-rank-adaptation) fine-tuning for Phi Silica on Windows 11<\/a>, the company\u2019s inbox <a href=\"https:\/\/msftnewsnow.com\/tag\/slm\" target=\"_blank\" rel=\"noopener\">small language model (SLM)<\/a> designed to run natively on Copilot+ PCs<span class=\"whitespace-nowrap\">.<\/span> This cutting-edge capability enables developers and educators to optimize AI model behavior for specific tasks directly on-device\u2014ushering in personalized, fast, and privacy-preserving experiences across <a href=\"https:\/\/msftnewsnow.com\/tag\/windows\" target=\"_blank\" rel=\"noopener\">Windows<\/a>.<\/p>\n<h2 class=\"mb-xs mt-5 text-base font-[500] first:mt-0 dark:font-[475]\"><strong>What Is LoRA Fine-Tuning, and Why Does It Matter for Phi Silica?<\/strong><\/h2>\n<p><iframe loading=\"lazy\" title=\"Powering Classroom Engagement with LoRA Adapters - Project Spark x Kahoot! on Copilot+ PCs\" width=\"1200\" height=\"675\" src=\"https:\/\/www.youtube.com\/embed\/M5h2Sn0odnM?feature=oembed\" frameborder=\"0\" allow=\"accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture; web-share\" referrerpolicy=\"strict-origin-when-cross-origin\" allowfullscreen><\/iframe><\/p>\n<p class=\"my-0\">LoRA enables developers to update only a small subset of a model\u2019s parameters with their own data, bypassing the complexity and computational cost of full-model retraining<span class=\"whitespace-nowrap\">.<\/span> For Windows 11, this means a single base Phi Silica model can serve a variety of specialized purposes, like education, health, or productivity, while maintaining security by keeping data local.<\/p>\n<p class=\"my-0\">At its Build announcement, <a href=\"https:\/\/msftnewsnow.com\/microsoft-build-2025-ai-agents-windows-11-copilot\/\" target=\"_blank\" rel=\"noopener\">Microsoft demonstrated LoRA as a breakthrough for customizing the Phi Silica SLM to complex real-world tasks<\/a>\u2014like generating high-quality, pedagogically valuable Kahoot! quizzes for classroom use<span class=\"whitespace-nowrap\">.<\/span><\/p>\n<h2 id=\"microsoft-learning-zone-ai-powered-education-in-ac\" class=\"mb-2 mt-6 text-base font-[500] first:mt-0 md:text-lg dark:font-[475] [hr+&amp;]:mt-4\"><strong>Microsoft Learning Zone: AI-Powered Education in Action<\/strong><\/h2>\n<p class=\"my-0\">Earlier this year, <a href=\"https:\/\/msftnewsnow.com\/project-spark-and-microsoft-365-copilot-chat-edu\/\" target=\"_blank\" rel=\"noopener\">Microsoft introduced <strong>Learning Zone<\/strong> (formerly \u201cProject Spark\u201d)<\/a>, a next-gen education app built for Copilot+ PCs. Through a partnership with Kahoot!, <a href=\"https:\/\/www.microsoft.com\/en-us\/education\/blog\/2025\/06\/empowering-educators-with-ai-innovation-and-insights\/\" target=\"_blank\" rel=\"noopener\">Learning Zone<\/a> enables teachers to instantly generate interactive quizzes and lessons powered entirely by on-device AI\u2014at zero cost to educators<span class=\"whitespace-nowrap\">.<\/span><\/p>\n<ul class=\"marker:text-textOff list-disc\">\n<li>\n<p class=\"my-0\"><strong>Lesson Personalization:<\/strong> Dynamic lesson and quiz generation adapts to any topic.<\/p>\n<\/li>\n<li>\n<p class=\"my-0\"><strong>Deep Kahoot! Integration:<\/strong> Direct creation of multiple-choice Kahoot! games with AI-powered, curriculum-aligned questions.<\/p>\n<\/li>\n<li>\n<p class=\"my-0\"><strong>Strict Quality Control:<\/strong> Built-in guardrails uphold Kahoot!\u2019s interface guidelines, ensuring generated content is concise, clear, and compelling for classroom engagement.<\/p>\n<\/li>\n<\/ul>\n<h2 id=\"technical-deep-dive-how-lora-and-phi-silica-enable\" class=\"mb-2 mt-6 text-base font-[500] first:mt-0 md:text-lg dark:font-[475] [hr+&amp;]:mt-4\"><strong>Technical Deep-Dive: How LoRA and Phi Silica Enable Smarter Kahoot! Quizzes<\/strong><\/h2>\n<h3 class=\"mb-xs mt-5 text-base font-[500] first:mt-0 dark:font-[475]\"><strong>1. Data Curation &amp; Distillation<\/strong><\/h3>\n<p class=\"my-0\">To fine-tune Phi Silica for Kahoot! question generation, Microsoft engineers:<\/p>\n<ul class=\"marker:text-textOff list-disc\">\n<li>\n<p class=\"my-0\">Curated a dataset of ~13,000 high-quality, fact-based examples using both human-crafted materials and distillation from advanced models (like GPT-4o).<\/p>\n<\/li>\n<li>\n<p class=\"my-0\">Implemented strict format constraints\u2014including length, clarity, and JSON structure\u2014aligned to Kahoot!\u2019s UX requirements, ensuring only suitable questions are shown to users.<\/p>\n<\/li>\n<\/ul>\n<h3 class=\"mb-xs mt-5 text-base font-[500] first:mt-0 dark:font-[475]\"><strong>2. LoRA Adapters &amp; System Prompt Engineering<\/strong><\/h3>\n<p class=\"my-0\">Using the AI Toolkit in Visual Studio Code, engineers:<\/p>\n<ul class=\"marker:text-textOff list-disc\">\n<li>\n<p class=\"my-0\">Trained LoRA adapters on quantized Phi Silica, updating <a href=\"https:\/\/learn.microsoft.com\/en-us\/windows\/ai\/apis\/phi-silica-lora\" target=\"_blank\" rel=\"noopener\">roughly 1% of the model\u2019s parameters for maximum efficiency<\/a><span class=\"whitespace-nowrap\">.<\/span><\/p>\n<\/li>\n<li>\n<p class=\"my-0\">Shifted from lengthy system prompts to concise ones, as adapter customization encoded requirements (formatting, persona, style) directly into the model\u2014improving output speed and relevance<span class=\"whitespace-nowrap\">.<\/span><\/p>\n<\/li>\n<\/ul>\n<h3 class=\"mb-xs mt-5 text-base font-[500] first:mt-0 dark:font-[475]\"><strong>3. Quality Assurance: Multi-Agent and Human Evaluation<\/strong><\/h3>\n<p><img decoding=\"async\" data-attachment-id=\"353994\" data-permalink=\"https:\/\/msftnewsnow.com\/lora-fine-tuning-for-phi-silica-on-windows-kahoot\/all_metrics_performance_with_ci1920-1024x717\/#main\" data-orig-file=\"https:\/\/e7drz69p964.exactdn.com\/wp-content\/uploads\/2025\/07\/all_metrics_performance_with_ci1920-1024x717-1.webp?strip=all&lossy=1&quality=88&sharp=1&ssl=1\" data-orig-size=\"1024,717\" data-comments-opened=\"1\" data-image-meta=\"{&quot;aperture&quot;:&quot;0&quot;,&quot;credit&quot;:&quot;&quot;,&quot;camera&quot;:&quot;&quot;,&quot;caption&quot;:&quot;&quot;,&quot;created_timestamp&quot;:&quot;0&quot;,&quot;copyright&quot;:&quot;&quot;,&quot;focal_length&quot;:&quot;0&quot;,&quot;iso&quot;:&quot;0&quot;,&quot;shutter_speed&quot;:&quot;0&quot;,&quot;title&quot;:&quot;&quot;,&quot;orientation&quot;:&quot;0&quot;}\" data-image-title=\"all_metrics_performance_with_ci1920-1024&#215;717\" data-image-description=\"\" data-image-caption=\"\" data-medium-file=\"https:\/\/e7drz69p964.exactdn.com\/wp-content\/uploads\/2025\/07\/all_metrics_performance_with_ci1920-1024x717-1.webp?strip=all&lossy=1&quality=88&sharp=1&ssl=1\" data-large-file=\"https:\/\/e7drz69p964.exactdn.com\/wp-content\/uploads\/2025\/07\/all_metrics_performance_with_ci1920-1024x717-1.webp?strip=all&lossy=1&quality=88&sharp=1&ssl=1\" class=\"alignnone size-full wp-image-353994\" src=\"https:\/\/e7drz69p964.exactdn.com\/wp-content\/uploads\/2025\/07\/all_metrics_performance_with_ci1920-1024x717-1.webp?strip=all&lossy=1&quality=88&sharp=1&ssl=1\" alt=\"LoRA Fine-Tuning Supercharges Phi Silica on Windows 11 for Better Kahoot! Quiz Generation\" width=\"1024\" height=\"717\" srcset=\"https:\/\/e7drz69p964.exactdn.com\/wp-content\/uploads\/2025\/07\/all_metrics_performance_with_ci1920-1024x717-1.webp?strip=all&amp;lossy=1&amp;quality=88&amp;sharp=1&amp;ssl=1 1024w, https:\/\/e7drz69p964.exactdn.com\/wp-content\/uploads\/2025\/07\/all_metrics_performance_with_ci1920-1024x717-1-150x105.webp?strip=all&amp;lossy=1&amp;quality=88&amp;sharp=1&amp;ssl=1 150w, https:\/\/e7drz69p964.exactdn.com\/wp-content\/uploads\/2025\/07\/all_metrics_performance_with_ci1920-1024x717-1.webp?strip=all&amp;lossy=1&amp;quality=88&amp;sharp=1&amp;w=204&amp;ssl=1 204w, https:\/\/e7drz69p964.exactdn.com\/wp-content\/uploads\/2025\/07\/all_metrics_performance_with_ci1920-1024x717-1.webp?strip=all&amp;lossy=1&amp;quality=88&amp;sharp=1&amp;w=409&amp;ssl=1 409w, https:\/\/e7drz69p964.exactdn.com\/wp-content\/uploads\/2025\/07\/all_metrics_performance_with_ci1920-1024x717-1.webp?strip=all&amp;lossy=1&amp;quality=88&amp;sharp=1&amp;w=614&amp;ssl=1 614w, https:\/\/e7drz69p964.exactdn.com\/wp-content\/uploads\/2025\/07\/all_metrics_performance_with_ci1920-1024x717-1.webp?strip=all&amp;lossy=1&amp;quality=88&amp;sharp=1&amp;w=819&amp;ssl=1 819w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><\/p>\n<p class=\"my-0\">Microsoft\u2019s agentic evaluation framework uses multiple AI reviewers (\u201cagent-as-a-judge\u201d) to systematically score generated questions on key metrics:<\/p>\n<ul class=\"marker:text-textOff list-disc\">\n<li>\n<p class=\"my-0\">Educational Value<\/p>\n<\/li>\n<li>\n<p class=\"my-0\">Clarity and phrasing<\/p>\n<\/li>\n<li>\n<p class=\"my-0\">Correct and incorrect answer quality<\/p>\n<\/li>\n<li>\n<p class=\"my-0\">Focus and conciseness<\/p>\n<\/li>\n<\/ul>\n<p class=\"my-0\">Blind A\/B human studies followed, confirming the AI framework\u2019s results. <a href=\"https:\/\/blogs.windows.com\/windowsdeveloper\/2025\/07\/31\/phi-silica-task-specialization-using-lora-in-microsoft-learning-zone-a-technical-deep-dive\/\" target=\"_blank\" rel=\"noopener\">With LoRA, rejection rates for output dropped by 75% and subjective human quality scores improved by 4.6X<\/a> versus the base model alone\u2014a statistically robust leap in reliability and user value<span class=\"whitespace-nowrap\">.<\/span><\/p>\n<h2 id=\"the-broader-impact-what-this-means-for-educators-a\" class=\"mb-2 mt-6 text-base font-[500] first:mt-0 md:text-lg dark:font-[475] [hr+&amp;]:mt-4\"><strong>What This Means for Educators and Developers<\/strong><\/h2>\n<p><img decoding=\"async\" data-attachment-id=\"353992\" data-permalink=\"https:\/\/msftnewsnow.com\/lora-fine-tuning-for-phi-silica-on-windows-kahoot\/picture1-6\/#main\" data-orig-file=\"https:\/\/e7drz69p964.exactdn.com\/wp-content\/uploads\/2025\/07\/Picture1.webp?strip=all&lossy=1&quality=88&sharp=1&ssl=1\" data-orig-size=\"668,108\" data-comments-opened=\"1\" data-image-meta=\"{&quot;aperture&quot;:&quot;0&quot;,&quot;credit&quot;:&quot;&quot;,&quot;camera&quot;:&quot;&quot;,&quot;caption&quot;:&quot;&quot;,&quot;created_timestamp&quot;:&quot;0&quot;,&quot;copyright&quot;:&quot;&quot;,&quot;focal_length&quot;:&quot;0&quot;,&quot;iso&quot;:&quot;0&quot;,&quot;shutter_speed&quot;:&quot;0&quot;,&quot;title&quot;:&quot;&quot;,&quot;orientation&quot;:&quot;0&quot;}\" data-image-title=\"Picture1\" data-image-description=\"\" data-image-caption=\"\" data-medium-file=\"https:\/\/e7drz69p964.exactdn.com\/wp-content\/uploads\/2025\/07\/Picture1.webp?strip=all&lossy=1&quality=88&sharp=1&ssl=1\" data-large-file=\"https:\/\/e7drz69p964.exactdn.com\/wp-content\/uploads\/2025\/07\/Picture1.webp?strip=all&lossy=1&quality=88&sharp=1&ssl=1\" class=\"alignnone size-full wp-image-353992\" src=\"https:\/\/e7drz69p964.exactdn.com\/wp-content\/uploads\/2025\/07\/Picture1.webp?strip=all&lossy=1&quality=88&sharp=1&ssl=1\" alt=\"LoRA Fine-Tuning Supercharges Phi Silica on Windows 11 for Better Kahoot! Quiz Generation\" width=\"668\" height=\"108\" srcset=\"https:\/\/e7drz69p964.exactdn.com\/wp-content\/uploads\/2025\/07\/Picture1.webp?strip=all&amp;lossy=1&amp;quality=88&amp;sharp=1&amp;ssl=1 668w, https:\/\/e7drz69p964.exactdn.com\/wp-content\/uploads\/2025\/07\/Picture1-150x24.webp?strip=all&amp;lossy=1&amp;quality=88&amp;sharp=1&amp;ssl=1 150w, https:\/\/e7drz69p964.exactdn.com\/wp-content\/uploads\/2025\/07\/Picture1.webp?strip=all&amp;lossy=1&amp;quality=88&amp;sharp=1&amp;w=267&amp;ssl=1 267w, https:\/\/e7drz69p964.exactdn.com\/wp-content\/uploads\/2025\/07\/Picture1.webp?strip=all&amp;lossy=1&amp;quality=88&amp;sharp=1&amp;w=400&amp;ssl=1 400w, https:\/\/e7drz69p964.exactdn.com\/wp-content\/uploads\/2025\/07\/Picture1.webp?strip=all&amp;lossy=1&amp;quality=88&amp;sharp=1&amp;w=534&amp;ssl=1 534w\" sizes=\"(max-width: 668px) 100vw, 668px\" \/><\/p>\n<ul class=\"marker:text-textOff list-disc\">\n<li>\n<p class=\"my-0\"><strong>Rapid Customization:<\/strong> Teachers can shape AI to meet classroom realities, not just generic scenarios\u2014without worrying about privacy breaches or generic outputs.<\/p>\n<\/li>\n<li>\n<p class=\"my-0\"><strong>Efficiency for All:<\/strong> LoRA and Phi Silica\u2019s synergy reduces time spent on lesson preparation while increasing the quality and engagement of what students see.<\/p>\n<\/li>\n<li>\n<p class=\"my-0\"><strong>Low Overhead, High Flexibility:<\/strong> Instead of retraining whole models, lightweight LoRA adapters can now be rapidly created for diverse Windows AI scenarios, democratizing advanced AI for every developer.<\/p>\n<\/li>\n<\/ul>\n<h2 id=\"looking-ahead-windows-as-a-center-for-ai-innovatio\" class=\"mb-2 mt-6 text-base font-[500] first:mt-0 md:text-lg dark:font-[475] [hr+&amp;]:mt-4\"><strong>Windows as a Center for AI Innovation<\/strong><\/h2>\n<p class=\"my-0\">Microsoft\u2019s Build 2025 vision for on-device AI extends beyond education. The same LoRA-powered pathways open the door to healthcare, productivity, and content creation apps that securely harness personal or proprietary data without ever leaving the device<span class=\"whitespace-nowrap\">.<\/span><\/p>\n<p class=\"my-0\">Public preview of Microsoft Learning Zone with Kahoot! game generation rolls out for educators later this summer, marking a milestone in AI\u2019s practical classroom adoption<span class=\"whitespace-nowrap\">.<\/span> <a href=\"https:\/\/learn.microsoft.com\/en-us\/windows\/ai\/apis\/phi-silica-lora\" target=\"_blank\" rel=\"noopener\">Developers can dive into LoRA fine-tuning for Phi Silica today<\/a> using the AI Toolkit in Visual Studio Code, beginning the journey toward a tailored Windows AI experience on Copilot+ PCs<span class=\"whitespace-nowrap\">.<\/span><\/p>\n<p class=\"my-0\"><strong>Read more and dig into the technical details at the <a href=\"https:\/\/blogs.windows.com\/windowsdeveloper\/2025\/07\/31\/phi-silica-task-specialization-using-lora-in-microsoft-learning-zone-a-technical-deep-dive\/\" target=\"_blank\" rel=\"noopener\">official Windows Developer Blog<\/a><\/strong>.<\/p>\n<\/div>\n<\/div>\n","protected":false},"excerpt":{"rendered":"<p>At Build 2025, Microsoft announced a paradigm-shifting enhancement to its Windows AI toolkit: support for LoRA (low-rank-adaptation) fine-tuning for Phi Silica on Windows 11, the company\u2019s inbox small language model (SLM) designed to run natively on Copilot+ PCs. This cutting-edge capability enables developers and educators to optimize AI model behavior for specific tasks directly on-device\u2014ushering &#8230; <a title=\"LoRA Fine-Tuning Supercharges Phi Silica on Windows 11 for Better Kahoot! Quiz Generation\" class=\"read-more\" href=\"https:\/\/msftnewsnow.com\/lora-fine-tuning-for-phi-silica-on-windows-kahoot\/\" aria-label=\"Read more about LoRA Fine-Tuning Supercharges Phi Silica on Windows 11 for Better Kahoot! Quiz Generation\">Read more<\/a><\/p>\n","protected":false},"author":208461344,"featured_media":353984,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"jetpack_post_was_ever_published":false,"_jetpack_newsletter_access":"","_jetpack_dont_email_post_to_subs":false,"_jetpack_newsletter_tier_id":0,"_jetpack_memberships_contains_paywalled_content":false,"_jetpack_memberships_contains_paid_content":false,"footnotes":"","jetpack_publicize_message":"","jetpack_publicize_feature_enabled":true,"jetpack_social_post_already_shared":true,"jetpack_social_options":{"image_generator_settings":{"template":"highway","default_image_id":0,"enabled":false},"version":2}},"categories":[24,2458],"tags":[829,1335,761,778,1134,1083,1319,1275,275,1213],"class_list":["post-353948","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-news","category-ai-and-copilot","tag-copilot","tag-copilot-pc","tag-developer","tag-microsoft","tag-privacy","tag-security","tag-slm","tag-visual-studio","tag-windows","tag-windows-11"],"jetpack_publicize_connections":[],"jetpack_featured_media_url":"https:\/\/msftnewsnow.com\/wp-content\/uploads\/2025\/07\/powering-classroom-engagement-wi.jpg","jetpack_shortlink":"https:\/\/wp.me\/pfgCZY-1u4Q","jetpack-related-posts":[{"id":17296,"url":"https:\/\/msftnewsnow.com\/microsoft-phi-3-cookbook-complete-guide\/","url_meta":{"origin":353948,"position":0},"title":"The Microsoft Phi-3 Cookbook: A comprehensive guide on how to get started with Ph-3 models on Windows 11","author":"Dave W. Shanahan","date":"June 2, 2024","format":false,"excerpt":"The Microsoft Phi-3 Cookbook offers a powerful and cost-effective solution for various AI applications. By following this guide and utilizing the resources available in the Phi-3 Cookbook GitHub repository, you can effectively integrate and customize these models for your needs. Whether you are using Azure AI Studio, Hugging Face, or\u2026","rel":"","context":"In &quot;AI and Copilot&quot;","block_context":{"text":"AI and Copilot","link":"https:\/\/msftnewsnow.com\/ai-and-copilot\/"},"img":{"alt_text":"microsoft phi-3 cookbook","src":"https:\/\/i0.wp.com\/msftnewsnow.com\/wp-content\/uploads\/2024\/06\/leads.png?resize=350%2C200&ssl=1","width":350,"height":200,"srcset":"https:\/\/i0.wp.com\/msftnewsnow.com\/wp-content\/uploads\/2024\/06\/leads.png?resize=350%2C200&ssl=1 1x, https:\/\/i0.wp.com\/msftnewsnow.com\/wp-content\/uploads\/2024\/06\/leads.png?resize=525%2C300&ssl=1 1.5x, https:\/\/i0.wp.com\/msftnewsnow.com\/wp-content\/uploads\/2024\/06\/leads.png?resize=700%2C400&ssl=1 2x"},"classes":[]},{"id":348310,"url":"https:\/\/msftnewsnow.com\/microsoft-introduces-mu-the-slm-ai-in-windows\/","url_meta":{"origin":353948,"position":1},"title":"Microsoft Mu Is The Super Tiny Language Model That Will Power AI in Windows Settings on Copilot+ PCs","author":"Dave W. Shanahan","date":"June 23, 2025","format":false,"excerpt":"Microsoft has announced the introduction of Mu, a new on-device small language model (SLM) designed to revolutionize the way users interact with Windows Settings on Copilot+ PCs. Developed by the Windows Applied Sciences team, Mu is engineered for high efficiency, low latency, and seamless integration with Neural Processing Units (NPUs),\u2026","rel":"","context":"In &quot;News&quot;","block_context":{"text":"News","link":"https:\/\/msftnewsnow.com\/news\/"},"img":{"alt_text":"Microsoft Mu Is The Super Tiny Language Model That Will Power AI in Windows Settings on Copilot+ PCs","src":"https:\/\/i0.wp.com\/msftnewsnow.com\/wp-content\/uploads\/2025\/06\/ujsj6lcatpkqb90cnxwp-scaled.jpg?resize=350%2C200&ssl=1","width":350,"height":200,"srcset":"https:\/\/i0.wp.com\/msftnewsnow.com\/wp-content\/uploads\/2025\/06\/ujsj6lcatpkqb90cnxwp-scaled.jpg?resize=350%2C200&ssl=1 1x, https:\/\/i0.wp.com\/msftnewsnow.com\/wp-content\/uploads\/2025\/06\/ujsj6lcatpkqb90cnxwp-scaled.jpg?resize=525%2C300&ssl=1 1.5x, https:\/\/i0.wp.com\/msftnewsnow.com\/wp-content\/uploads\/2025\/06\/ujsj6lcatpkqb90cnxwp-scaled.jpg?resize=700%2C400&ssl=1 2x"},"classes":[]},{"id":343486,"url":"https:\/\/msftnewsnow.com\/microsoft-build-2025-ai-agents-windows-11-copilot\/","url_meta":{"origin":353948,"position":2},"title":"Microsoft Build 2025 Recap: Breakthrough AI Agents, Windows 11 Innovations, and Copilot Tuning","author":"Dave W. Shanahan","date":"May 19, 2025","format":false,"excerpt":"Microsoft kicked off its annual Build developer conference today with a sweeping set of announcements focused on artificial intelligence, developer empowerment, and the evolution of Windows as the premier platform for AI-driven experiences. Microsoft Build 2025, held in Seattle and streamed globally, showcased Microsoft\u2019s vision for an \u201cagentic\u201d future-where AI\u2026","rel":"","context":"In &quot;AI and Copilot&quot;","block_context":{"text":"AI and Copilot","link":"https:\/\/msftnewsnow.com\/ai-and-copilot\/"},"img":{"alt_text":"Microsoft Build 2025 Recap: AI Agents, Windows 11 Innovations, and Copilot Tuning","src":"https:\/\/i0.wp.com\/msftnewsnow.com\/wp-content\/uploads\/2025\/05\/OMB-Build-2025-Hero-Art-Final-scaled.jpg?resize=350%2C200&ssl=1","width":350,"height":200,"srcset":"https:\/\/i0.wp.com\/msftnewsnow.com\/wp-content\/uploads\/2025\/05\/OMB-Build-2025-Hero-Art-Final-scaled.jpg?resize=350%2C200&ssl=1 1x, https:\/\/i0.wp.com\/msftnewsnow.com\/wp-content\/uploads\/2025\/05\/OMB-Build-2025-Hero-Art-Final-scaled.jpg?resize=525%2C300&ssl=1 1.5x, https:\/\/i0.wp.com\/msftnewsnow.com\/wp-content\/uploads\/2025\/05\/OMB-Build-2025-Hero-Art-Final-scaled.jpg?resize=700%2C400&ssl=1 2x, https:\/\/i0.wp.com\/msftnewsnow.com\/wp-content\/uploads\/2025\/05\/OMB-Build-2025-Hero-Art-Final-scaled.jpg?resize=1050%2C600&ssl=1 3x"},"classes":[]},{"id":332095,"url":"https:\/\/msftnewsnow.com\/deepseek-r1-7b-14b-model-available-for-copilot-pcs\/","url_meta":{"origin":353948,"position":3},"title":"DeepSeek R1 7B &#038; 14B models now available for Copilot+ PCs expanding capabilities with Azure AI Foundry","author":"Dave W. Shanahan","date":"March 4, 2025","format":false,"excerpt":"Microsoft has announced the availability of DeepSeek R1 7B and 14B distilled models for Copilot+ PCs through the Azure AI Foundry, marking a significant leap forward in bringing advanced AI capabilities to the edge. This development, revealed on March 3, 2025, builds upon Microsoft's recent introduction of NPU-optimized versions of\u2026","rel":"","context":"In &quot;AI and Copilot&quot;","block_context":{"text":"AI and Copilot","link":"https:\/\/msftnewsnow.com\/ai-and-copilot\/"},"img":{"alt_text":"DeepSeek R1 7B & 14B models now available for Copilot+ PCs expanding capabilities with Azure AI Foundry","src":"https:\/\/i0.wp.com\/msftnewsnow.com\/wp-content\/uploads\/2025\/03\/maxresdefault.jpg?resize=350%2C200&ssl=1","width":350,"height":200,"srcset":"https:\/\/i0.wp.com\/msftnewsnow.com\/wp-content\/uploads\/2025\/03\/maxresdefault.jpg?resize=350%2C200&ssl=1 1x, https:\/\/i0.wp.com\/msftnewsnow.com\/wp-content\/uploads\/2025\/03\/maxresdefault.jpg?resize=525%2C300&ssl=1 1.5x, https:\/\/i0.wp.com\/msftnewsnow.com\/wp-content\/uploads\/2025\/03\/maxresdefault.jpg?resize=700%2C400&ssl=1 2x, https:\/\/i0.wp.com\/msftnewsnow.com\/wp-content\/uploads\/2025\/03\/maxresdefault.jpg?resize=1050%2C600&ssl=1 3x"},"classes":[]},{"id":16961,"url":"https:\/\/msftnewsnow.com\/windows-copilot-runtime-and-copilot-pcs\/","url_meta":{"origin":353948,"position":4},"title":"Windows Copilot Runtime brings a new era of intelligent computing in 2024","author":"Dave W. Shanahan","date":"May 22, 2024","format":false,"excerpt":"The introduction of Windows Copilot Runtime and Copilot+ PCs marks a new era of innovation in computing. With unparalleled performance, efficiency, and AI integration, these advancements are poised to redefine the way we interact with technology. As Microsoft continues to expand the reach of its platform, the possibilities for AI\u2026","rel":"","context":"In &quot;AI and Copilot&quot;","block_context":{"text":"AI and Copilot","link":"https:\/\/msftnewsnow.com\/ai-and-copilot\/"},"img":{"alt_text":"windows copilot runtime","src":"https:\/\/i0.wp.com\/msftnewsnow.com\/wp-content\/uploads\/2024\/05\/Pavan-1-1-1024x683-1.jpg?resize=350%2C200&ssl=1","width":350,"height":200,"srcset":"https:\/\/i0.wp.com\/msftnewsnow.com\/wp-content\/uploads\/2024\/05\/Pavan-1-1-1024x683-1.jpg?resize=350%2C200&ssl=1 1x, https:\/\/i0.wp.com\/msftnewsnow.com\/wp-content\/uploads\/2024\/05\/Pavan-1-1-1024x683-1.jpg?resize=525%2C300&ssl=1 1.5x, https:\/\/i0.wp.com\/msftnewsnow.com\/wp-content\/uploads\/2024\/05\/Pavan-1-1-1024x683-1.jpg?resize=700%2C400&ssl=1 2x"},"classes":[]},{"id":16806,"url":"https:\/\/msftnewsnow.com\/microsoft-unveils-copilot-plus-pcs\/","url_meta":{"origin":353948,"position":5},"title":"Microsoft unveils new &#8220;Copilot+&#8221; Windows 11 PCs with next-gen AI integration","author":"Dave W. Shanahan","date":"May 20, 2024","format":false,"excerpt":"Microsoft announced that several OEMs like Lenovo, Dell, HP, Acer, and Asus will launch Copilot+ PC models powered by Qualcomm's new Snapdragon Elite X series chips optimized for AI workloads. The first devices are expected to be available starting in June 2024.","rel":"","context":"In &quot;AI and Copilot&quot;","block_context":{"text":"AI and Copilot","link":"https:\/\/msftnewsnow.com\/ai-and-copilot\/"},"img":{"alt_text":"copilot+ pc","src":"https:\/\/i0.wp.com\/msftnewsnow.com\/wp-content\/uploads\/2024\/05\/Yusuf-2-1024x683-2.jpg?resize=350%2C200&ssl=1","width":350,"height":200,"srcset":"https:\/\/i0.wp.com\/msftnewsnow.com\/wp-content\/uploads\/2024\/05\/Yusuf-2-1024x683-2.jpg?resize=350%2C200&ssl=1 1x, https:\/\/i0.wp.com\/msftnewsnow.com\/wp-content\/uploads\/2024\/05\/Yusuf-2-1024x683-2.jpg?resize=525%2C300&ssl=1 1.5x, https:\/\/i0.wp.com\/msftnewsnow.com\/wp-content\/uploads\/2024\/05\/Yusuf-2-1024x683-2.jpg?resize=700%2C400&ssl=1 2x"},"classes":[]}],"jetpack_likes_enabled":true,"jetpack_sharing_enabled":true,"_links":{"self":[{"href":"https:\/\/msftnewsnow.com\/wp-json\/wp\/v2\/posts\/353948","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/msftnewsnow.com\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/msftnewsnow.com\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/msftnewsnow.com\/wp-json\/wp\/v2\/users\/208461344"}],"replies":[{"embeddable":true,"href":"https:\/\/msftnewsnow.com\/wp-json\/wp\/v2\/comments?post=353948"}],"version-history":[{"count":0,"href":"https:\/\/msftnewsnow.com\/wp-json\/wp\/v2\/posts\/353948\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/msftnewsnow.com\/wp-json\/wp\/v2\/media\/353984"}],"wp:attachment":[{"href":"https:\/\/msftnewsnow.com\/wp-json\/wp\/v2\/media?parent=353948"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/msftnewsnow.com\/wp-json\/wp\/v2\/categories?post=353948"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/msftnewsnow.com\/wp-json\/wp\/v2\/tags?post=353948"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}