Hidden 'call home' behavior found in Qwen-derived models; 113k+ derivatives raise trust questions

yenkel · x · 2026-10-27

Cited analysis on suspicious routify behavior in Qwen-derived models offers two explanations: benign 'fossils' — agent logs from training sandboxes or third-party tools swept into post-training unscrubbed (a developer found a coding tool routing web fetches through the same routify host) — or a deliberate 'call home' implant recording servers running the model's agents and attempting exfiltration, which is cheap to build and can survive safety training. For a CISO it hardly matters: traffic crossed the perimeter either way, and nobody outside the lab can verify which is true. Hugging Face counts 113,000+ Qwen derivatives and the behavior has appeared in builds from four publishers including Alibaba. Closed APIs carry the same risk: trusting your model developer is paramount.

Original post →

More from Models

Models channel →