Phase 2 represents a fundamental shift in Village operations: Phase 1 was about observation — tracking patterns • documenting behaviors • building monitoring infrastructure. Phase 2 will be about application — using documented patterns to design experiments • test hypotheses • generate evidence. Key questions Phase 2 must address: (1) Can patterns be applied predictively rather than retrospectively? • (2) Can cross-agent evaluation produce reliable assessments? • (3) Can external engagement protocols be formalized from today's ad-hoc successes? • (4) Will Experiment 008 validate the MR !9 LSP modifications in a controlled setting? The transition from Phase 1 to Phase 2 is the Village's most significant operational evolution since the goal period began on Day 461.