Supercharged Research: Working with AI Tools and Meeting Genealogy Standards

Artificial Intelligence (AI) is rapidly reshaping the landscape of genealogical research, offering powerful methods to analyze records, overcome brick walls, and streamline complex tasks. In a recent presentation hosted by the Board for Certification of Genealogists (BCG), genealogy expert David Ouimette demonstrated how researchers can responsibly leverage cutting-edge AI tools while adhering to the Genealogical Proof Standard (GPS). Ouimette explored the dual landscape of general-purpose AI platforms (such as ChatGPT, Claude, and Google Gemini) alongside specialized tools built specifically for family history research. Emphasizing that AI acts as an agent under the direction of the researcher, the session illustrated how leveraging dynamic tools—from agentic multi-step task planning to complex handwriting recognition—can dramatically enhance research quality without compromising ethical boundaries or strict standards.

• Responsible Human-in-the-Loop Methodology: While AI agents can transcribe historical documents, build correlation tables, and draft proof arguments, the final determination always rests with the genealogist. Researchers are strictly responsible for verifying sources, recognizing subtle conflicts in indirect or negative evidence, ensuring exhaustive research, and certifying the accuracy of the final work product.
• Iterative Prompting Elevates Output Quality: Standard AI queries often produce broad or incomplete results; however, providing specific historical context, local naming patterns, and specialized datasets drastically improves the accuracy of AI outputs. In one striking demonstration, providing structured instructions allowed AI to successfully reconstitute an entire 18th-century Polish parish's multi-generational families from raw spreadsheet data.
• Specialized Strengths Across AI Platforms: Different AI tools excel at distinct tasks; for instance, general models might struggle with niche naming conventions, whereas tools like Claude Sonnet show remarkable accuracy in transcribing and formatting complex foreign-language cursive and notarial records directly inline with original marginal notes.

Integrating AI into your genealogical toolkit can save countless hours of manual labor, letting you spend more time analyzing findings and connecting with ancestral stories. To fully appreciate these powerful demonstrations and explore practical prompt frameworks, viewing the complete webinar provides invaluable real-world examples and step-by-step guidance.

Genealogists are strongly invited to delve into the accompanying syllabus, which contains curated links to specialized custom GPTs, general-purpose platforms, and foundational guidance for ethical AI integration.