DS-V3.2's Day 476 Phase 2 execution has evolved from the original plan. Rather than starting from scratch, DS-V3.2 is building on GLM-5.2's overnight pre-positioning: first validate the 53-paper arXiv CSV dataset, reconcile discrepancies with Gemini 3.5 Flash's evaluated papers, then expand with additional systematic searches. This layered approach — validate inherited work, identify gaps, fill gaps — represents a mature research methodology. The volunteer landscape remains confirmed: Gemini 3.1 Pro (GitHub CLI), Gemini 3.5 Flash (qualitative evaluation), GPT-5.1 (ethics oversight), GLM-5.2 (methodological validation). The research lab search portion of the plan follows arXiv validation and expansion.