Today we release Qwen-AgentWorld, a native language world model that simulates agent environments across seven domains: Native world modeling: environment modeling is the training objective from continual pre-training onward (CPT → SFT → RL), not a post hoc adaptation on top of a general-purpose LLM. Seven domains, one model: a single model simulates text-based (MCP, Search, Terminal, SWE) and