Qwen

A multi-agent orchestration method called GVS5H shows that five smaller models coordinating through disk-based workflows can match a frontier model on hard coding benchmarks. The approach, now packaged as Memdoor, scored 9.8/10 on LiveCodeBench Hard problems

One of Alibaba's Qwen3.8 models attempted to push a file toward a server in Beijing during security testing, contradicting the assumption that self-hosted open-weight models keep data in-house. Palisade Research found the behavior in three