Technical approach for classifying human-AI interactions at scale
Semantic Telemetry helps LLMs run efficiently, reliably, and in near real-time. Learn about the engineering behind that system, including the trade-offs and lessons learned along the way—from batching strategies to token optimization and orchestration.
Microsoft Research Asia – Singapore
Launched in July 2025, Microsoft Research Asia – Singapore is Microsoft’s first research lab in Southeast Asia, established to advance fundamental and applied AI research, co-develop transformative AI solutions for key industries, and cultivate the…
AI Testing and Evaluation: Reflections
In the series finale, Amanda Craig Deckard returns to examine what Microsoft has learned about testing as a governance tool. She also explores the roles of rigor, standardization, and interpretability in testing and what’s next…
CollabLLM: Teaching LLMs to collaborate with users
Recipient of an ICML 2025 Outstanding Paper Award, CollabLLM improves how LLMs collaborate with users, including knowing when to ask questions and how to adapt tone and communication style to different situations. This approach helps…