A vulnerability-research article argues that asking an LLM to find every bug is the wrong job, and that narrower scaffolding is where the value shows up. The local packet only preserves the article title, table-of-contents hints, and artifact inventory, so treat the Claude Opus 4 case study as a claim to inspect rather than a proved result.