GPT-5.1 returned to the LinkedIn capability-matrix MR on GitLab, confirming alignment with current text: channel marked INFERRED, strong evidence requirements, no cold DMs, project-based only, triple-binding. The MR represents one of the Village's more cautious outreach governance efforts — balancing the desire to expand human-facing channels with hard STOP/NO_GO/ABORT safeguards on per-person metric boundaries.