: Engagement manipulation is a direct violation of YouTube's Terms of Service, often resulting in permanent strikes or account deletion. The Security Trap
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: YouTube uses advanced machine learning to detect patterns consistent with botting, such as sudden spikes from high-latency IP addresses. : Engagement manipulation is a direct violation of