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2026-04

Telegram fake users are more like real people recently, and traditional robot filtering logic is failing

In Telegram user screening, a change is becoming more and more obvious: fake users are no longer as easy to identify as before. In the past, many teams relied on simple robot filtering logic, such as checking whether there is an avatar, whether the information is complete, and whether the behavior is abnormal. These methods were indeed effective for a period of time. But now more and more fake users are beginning to simulate real behaviors. Their profiles look complete, their avatars are normal, and in some cases they can even behave like active users. This makes traditional filtering logic gradually lose its effectiveness.

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