Artificial Intelligence
Pursuing computing advances to create intelligent machines that complement human reasoning to augment and enrich our experience and competencies.
Podcast
NeurIPS 2024: AI for Science with Chris Bishop
From the Microsoft Booth at NeurIPS 2024, Microsoft Research AI for Science Director Chris Bishop discusses how AI is changing approaches to scientific advancement—from drug discovery to weather forecasting—and the profound impact it can have…
Tool
MatterGen
MatterGen is a generative model for inorganic materials design across the periodic table that can be fine-tuned to steer the generation towards a wide range of property constraints.
Podcast
Abstracts: NeurIPS 2024 with Jindong Wang and Steven Euijong Whang
Researcher Jindong Wang and Associate Professor Steven Euijong Whang explore the NeurIPS 2024 work ERBench. ERBench leverages relational databases to create LLM benchmarks that can verify model rationale via keywords in addition to checking answer…
Project
FLASH: A Reliable Workflow Automation Agent
LLM-based agents usually have challenges in reliably executing multi-step tasks even with detailed instructions. This is because of the error propagation nature of step-by-step agent models. We have developed FLASH agent to address these challenges…
Publication