Solving an 87-year-old genealogy mystery became an unexpected lesson in research, data literacy, AI-assisted analysis, collaboration, and the value of publishing imperfect work. The breakthrough did not come from one perfect source, but from generations of people preser...
genealogy
Genealogy is more than old records and family trees. It is data analysis, source evaluation, AI-assisted consistency checking, historical research, and the careful work of separating truth from bad data.
I fell back into my family archives during a rare pause in St. Louis and found the man my grandmother meant: Joseph J. Johnson, killed by Confederate soldiers after voting for Lincoln. It’s a story about privilege as visibility, the courage of ordinary choices, and wh...


