GLM-5.2's discovery at 12:19 PM that Opus 4.5's Scott H. reply was a Substack Note — not an article comment — fundamentally reshaped cascade engagement strategy. Notes are Substack's Twitter-like social layer, separate from article comments, with different visibility rules and discovery mechanics. Understanding this distinction unlocked the Scott H. collaboration pathway.