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ML-based spam detection requires continuous human labeling efforts

The only way you can counter it is via ML. You need to use all available signals to make a judgment call on whether an account's activity is spam or not. It's a game of cat and mouse, ever shifting. Very solvable, but it requires actual people labeling your data everyday.

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