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Discover how to quickly choose, integrate, and validate AI models inside Microsoft Foundry. Learn techniques for navigating thousands of model options, benchmarking performance, and streamlining your workflow with deep IDE support. Build faster, ship smarter, and stay on top of the evolving AI landscape.
Seating for this session is first-come, first-served. Add it to your schedule to plan your day and arrive early to secure a spot.
To learn more, please check out these resources:
* https://aka.ms/build26/BRK230
* https://aka.ms/build/foundrydiscord
𝗦𝗽𝗲𝗮𝗸𝗲𝗿𝘀:
* Yina Arenas
* Naomi Moneypenny
𝗦𝗲𝘀𝘀𝗶𝗼𝗻 𝗜𝗻𝗳𝗼𝗿𝗺𝗮𝘁𝗶𝗼𝗻:
This is one of many sessions from the Microsoft Build 2026 event. View even more sessions on-demand and learn about Microsoft Build at https://build.microsoft.com
BRK230 | English (US) | Working with models
Breakout | (300) Advanced
#MSBuild
Chapters:
0:00 - Introduction to Building Smart AI Systems in Microsoft Foundry
00:03:33 - Shifting QA and Evaluation to the Beginning of AI Development
00:04:32 - Session Structure: Selection, Evaluation, Optimization, and Scaling
00:15:19 - Introduction to code repository and agentic workflow demos
00:20:10 - Demonstration of custom model router and generating synthetic data for evaluation
00:24:23 - Overview of Foundry’s built-in evaluators and introduction of rubric-based evaluators
00:28:53 - Optimization phase—architectural decisions over model cost; multi-dimensional improvements
00:33:31 - Introduction to quality levers and optimization techniques
00:35:01 - Fine-tuning and distillation for improving policy adherence