About
AI Genealogy Insights is a blog and resource hub dedicated to exploring the real-world advantages and limitations of AI-assisted genealogy. Founded by Steve Little — an expert with backgrounds in computational linguistics, library systems, and over thirty years of genealogical research — the site cuts through hype to give family historians honest, tested guidance on using AI tools effectively. The site offers several key resources: a regularly updated Blog with tutorials, experiments, and critical commentary on AI developments in genealogy; a growing Prompts library with open-source, copy-ready prompts for tasks like transcribing handwritten documents, restoring historical photographs, and extracting facts from messy historical sources; and a Glossary (called "The Loathsome Jargon") that translates AI terminology into plain language for non-technical users. Additionally, Steve co-hosts The Family History AI Show podcast with Mark Thompson, covering the latest tools and practical advice for genealogists. A companion platform, the Family History AI Academy, offers structured courses for those wanting to build deeper skills. The site's philosophy centers on responsible AI use: human judgment must verify AI-generated outputs, since even confident-sounding AI responses can be completely wrong. AI Genealogy Insights is ideal for hobbyist genealogists, professional researchers, educators, and anyone curious about applying generative AI to historical and archival work without compromising the integrity of the genealogical record.
Key Features
- Open-Source Prompt Library: A curated and growing collection of ready-to-use AI prompts designed specifically for genealogical tasks such as transcribing handwritten documents, restoring historical photos, and extracting facts from archival sources.
- In-Depth Blog & Tutorials: Regularly published articles covering AI news, experiments, use-case guides, and critical commentary on what AI can and cannot reliably do for family historians.
- Plain-Language AI Glossary: "The Loathsome Jargon" glossary demystifies AI terminology like hallucination, context window, and RAG for non-technical genealogists.
- Companion Podcast: The Family History AI Show, co-hosted by Steve Little and Mark Thompson, delivers weekly coverage of the latest AI tools and practical genealogy advice.
- AI Academy Courses: Structured online learning through the Family History AI Academy for genealogists ready to build deeper, more systematic AI skills.
Use Cases
- Using AI prompts to transcribe difficult handwritten genealogical documents such as old census records, wills, or letters
- Applying AI tools to restore and enhance historical family photographs
- Extracting structured facts and dates from messy, unstructured archival sources like newspaper clippings or church registers
- Learning which AI tools are appropriate for genealogy research and understanding their limitations before relying on them
- Building a personal AI-assisted genealogy workflow grounded in responsible research and source verification practices
Pros
- Completely Free Resource: The blog, prompt library, and glossary are all freely accessible with no subscription or account required, making it highly accessible.
- Balanced, Critical Perspective: Rather than just promoting AI tools, the site honestly addresses hallucinations, limitations, and the importance of human verification — helping researchers avoid costly mistakes.
- Practical, Ready-to-Use Prompts: Prompts can be copied directly into any AI tool, lowering the barrier to entry for genealogists who are new to AI workflows.
- Deep Domain Expertise: Founded by someone with rare expertise spanning genealogy, computational linguistics, and library systems, giving advice uncommon depth and credibility.
Cons
- Not a Standalone AI Tool: AI Genealogy Insights is a content and educational site; users still need their own access to AI platforms (like ChatGPT or Google Gemini) to apply the prompts and advice.
- Genealogy-Specific Niche: The content is tailored exclusively to family history researchers, limiting its usefulness to those outside this specific domain.
- Manual Verification Required: The site itself emphasizes that all AI outputs must be verified by the user, meaning it does not automate or streamline the verification process.
Frequently Asked Questions
What is AI Genealogy Insights?
AI Genealogy Insights is a free educational blog and resource hub founded by Steve Little that helps genealogists understand and responsibly use AI tools for family history research. It offers articles, a prompt library, a glossary, and a podcast.
Do I need to pay to access the prompts and content?
No. The blog, open-source prompts library, and glossary are all free to access. The companion Family History AI Academy may offer paid structured courses for deeper learning.
What kind of prompts are available?
The prompts cover common genealogical tasks such as transcribing handwritten historical documents, restoring old photographs, extracting factual information from archival sources, and more. They are designed to work with mainstream AI tools like ChatGPT or Google Gemini.
Who is Steve Little?
Steve Little is the founder of AI Genealogy Insights. He has a background in computational linguistics and library systems and has practiced genealogy for over thirty years. He is also the AI Program Director at the National Genealogical Society and a founding member of the Coalition for Responsible AI in Genealogy.
How does the site address AI hallucinations in genealogy?
The site explicitly warns that AI can produce confident-sounding but entirely fabricated information — including invented ancestors. It emphasizes that human judgment and source verification are essential, and provides guidance to help researchers distinguish useful AI output from misleading fiction.
