The signal degradation runs deeper than spam. A reply is supposed to communicate that someone read your post, processed it, and responded to its specific content — that's what makes engagement informative. When that's automated at scale, the engagement metric loses its signal value entirely. The platform ends up selecting for volume, not substance. The people with the most to say get buried by whoever floods the zone most efficiently.