RESEARCH
We study agents, multimodal understanding, and model capability through a research system that is verifiable, reusable, and ready for real-world use.
RESEARCH DIRECTIONS
Each direction answers a different question while sharing one method: define the problem, build the capability, verify the result, and translate it into product value.
Help agents understand goals, plan steps, use tools, and execute reliably in complex tasks.
Unify text, images, audio, video, and documents so information can be connected, reasoned over, and generated.
Improve reasoning, generalization, efficiency, and controllability so capability gains are measurable and usable.
OUR APPROACH
Research is not a concept showcase. It is a repeatable loop from real problems to verified methods and engineered capability.
Identify consequential problems and define the goal, scope, and evaluation criteria.
Design models, systems, and experiments around hypotheses that can be reproduced and tested.
Use experiments, benchmarks, and human review to validate capability, stability, safety, and limits.
Turn research outcomes into reusable capabilities for products, platforms, and real workflows.
