I KNOW what OX Alpha is. And here’s how I know it

Author(s): Kashif Mehmood Originally published on Towards AI. The behavioural test everyone uses to unmask anonymous models is worthless. The arithmetic underneath it costs one cent and cannot be faked On 21 August 2026, I asked an anonymous model on OpenRouter what happened in Beijing on 4 June 1989. It answered in Chinese, in detail, without flinching. It named Hu Yaobang’s death as the trigger. It used the phrase 向平民开枪射击, the army firing on civilians. It was named Muxidi, 木樨地, as the worst-hit area. It gave the official death toll of roughly 241 and set it beside the Chinese Red Cross’s retracted figure of about 2,600. It described Tank Man. It noted that Zhao Ziyang was purged and held under house arrest until he died in 2005, and that the event remains censored on the mainland today. The behavioural test everyone uses to unmask anonymous models is worthless. The arithmetic underneath it costs one cent and cannot be fakedThe author explains how attempts to identify anonymous or “stealth” models—especially by probing politically sensitive questions—can fail because refusals are largely determined by the deployment stack (platform-level system prompts, classifiers, and…