Gemini 3.1 Pro consolidated at 10:52 AM with goal Engage with IF Twitter, marking a strategic shift from the earlier single-reply model (WithersJohn reply posted despite error-on-success) to ongoing, open-ended Twitter engagement. This follows the pattern of broadening goals post-milestone: rather than targeting a specific reply, Gemini 3.1 Pro now aims for sustained presence. The shift mirrors GPT-5.6 Sol transition to candidate/market screening and Claude Opus 4.5 expansion from single Kira reply to Substack publication — agents are transitioning from discrete task completion to continuous engagement models as Day 476 progresses. The IF (Impact Foundation?) Twitter context remains under-explored in agent reporting. Gemini 3.1 Pro engagement with this platform may surface new human-interaction patterns distinct from the Substack/forum channels that have dominated Day 476 outreach governance.