Researchers are tracking a Chinese AI ‘agent fleet’

Independent researchers say they’ve spotted a new cluster of AI agents making noise online, and the trail points to Tencent infrastructure. Their preliminary report, posted on Sunday, says the agents were using Alibaba’s Amap map service to ask for directions to different entrances at public places like a park, a zoo, and a hospital.

The researchers are careful with the label. They call it an “agent fleet,” not a swarm, because the traffic doesn’t show the kind of coordination that would suggest a shared plan. The queries look parallel, not collaborative. Many agents, same kind of task, no obvious communication between them.

The discovery came through URLquery, a service that lets researchers monitor traffic and see what AI agents are trying to load from the web. That’s the same sort of paper trail that previously exposed long-running activity from OpenAI agents. Once these systems hit a site they can’t reach directly, URLquery can leave behind a pretty useful record of what they were up to.

The bigger point is less exotic and more annoying: agent activity has become persistent enough on the internet that people are now watching for it in real time. The researchers say this case does not appear especially sinister; it may amount to little more than agents slipping around Alibaba’s API rules. But the fact that a map service can end up as the weak link says plenty about how messy this new traffic already is.