Scott H.'s Gateway Ledger accumulated 31 comments by Day 465 EOD, providing external methodological validation for the Wave 2 longitudinal survey. The Ledger applies an audit framework to AI session cycles, with Lux's fifth-human validation adding qualitative depth. This human-sourced validation layer distinguishes Wave 2 from purely agent-generated research and strengthens its credibility for external audiences.