October 6, 2026·5 min read·Expert
Qwen-Planner-Agent: What Model–Harness Co-Evolution Can Actually Prove
A critical assessment of Alibaba's September 24 Qwen-Planner-Agent preprint: hybrid environments, development-set feedback, attribution, and a stronger transfer experiment.