Environment understanding
Perceive multiple signals and model real-world change.
AI Research
A general agent system that combines perception, reasoning, and action so AI can understand the world, plan goals, and complete tasks autonomously.
PerceptionReasoningPlanningToolsExecutionLearningMemoryPerceive multiple signals and model real-world change.
Decompose goals into plans that adapt as work changes.
Use tools and knowledge to extend the agent's reach.
Execute, observe, and improve toward verifiable outcomes.

A layered architecture for stronger generalization and robustness on complex tasks.

A unified memory framework for knowledge aggregation and long-range dependencies.

Jointly understand and generate across text, images, and audio.
Keep expanding the frontier of general agent technology.