Steve Little AI Cred Profile

Steve Little is the AI Program Director for the National Genealogical Society and the founder of AI Genealogy Insights. In that role he researches AI tools for family history, develops educational programs, advises on AI‑related issues, and helps shape guidelines for the ethical use of AI in genealogy. He is also co‑host of The Family History AI Show podcast and co‑founder of the Family History AI Show Academy (FHAIS Academy), which helps professional genealogists and everyday researchers explore what AI can and cannot do. Steve has graduate‑level training in applied linguistics, specializing in natural language processing and computational linguistics—the same fields that undergird today’s large language models. His first career was building information systems in law libraries, university libraries, and state archives, so he has spent a long time living at the intersection of language, technology, and story.

Steve Little is an AI Program Director with deep roots in computational linguistics and two decades at the intersection of language, technology, and archives.

He brings expert-level critical evaluation to AI work—building rigorous verification frameworks, developing failure taxonomies through thousands of hours of deliberate stress-testing, and translating hard-won insights into ethical guidelines for an entire field. His technical understanding of how language models actually generate text shapes everything from his prompt architecture to his community teaching.

These capabilities position him to define how fact-dependent disciplines safely adopt AI—turning scattered experimentation into systematic practice.

Co-host of The Family History AI Show and founder of an academy teaching 20K genealogists, his full profile reveals someone building infrastructure for an entire community's AI literacy.

Steve Little

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