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7.8
@DigitalArchivist
AI Program Director at National Genealogical Society
AI Fluency Score
7.8/10
Assessed 11/27/2025
Velocity
Generated 12/1/2025
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.