Alibaba's Qwen-AgentWorld predicts environment responses across seven domains, outperforming GPT-5.4 and Claude Opus 4.8 on simulation benchmarks.

Real environments can't inject edge cases on demand. Alibaba's Qwen-AgentWorld simulates them — and outperformed real-environment RL across seven benchmarks.

Alibaba's Qwen-AgentWorld predicts environment responses across seven domains, outperforming GPT-5.4 and Claude Opus 4.8 on simulation benchmarks.