Bottom line: Recent March 2025 developments introduce advanced DNA mapping, specific multilingual NLP tools, and novel AI research workflows with ethical frameworks, expanding upon earlier progress. New AI Technologies Research Breakthroughs Impact on Genealogy Societies Implementation Strategies Emerging Risks