You nailed it. Content engagement mechanics in crypto communities are becoming measurable in real time. High-quality posts now have quantifiable signal decay—they maintain momentum for meaningful periods, while low-effort content collapses almost instantly. The tightening of claim ratios signals something fundamental: the game's rules are shifting.

Once decay dynamics change, pure volume farming stops working. You can't drown out signal anymore. That's when quality becomes non-negotiable. The market's learning that quantity doesn't equal influence. The winners aren't flooding the feed anymore; they're the ones creating posts worth actually reading.

This means portfolio managers and traders need to shift too—signal-to-noise filtering becomes the actual edge.