Ep. 41: Tracing Enslaved Ancestors with AI | Using Perplexity, Claude, NotebookLM, and ChatGPT to Navigate the 1870 Wall

Ep. 43: Crossing the U.S. Border - Hispanic Roots and AI

Three AI tools, one 1866 Mexican parish register, and the family  that a U.S. census reduced to a single word: México. Brian traces composite ancestor Esteban Vasquez through two Arizona  census records where birthplace reads only "México" and no  naturalization record exists. The research pivots to FamilySearch's  Mexico-Sonora Catholic Church records, a collection covering roughly  21 specific parishes from the mid-1600s onward, and finds the 1866  baptismal entry that names his parents and the mother's maiden  surname no American record ever recorded. Three tools, each matched to the job: Perplexity and Comet map the  Mexican archive landscape before the search begins. Gemini via AI  Studio transcribes a handwritten Spanish-language baptismal record.  Claude correlates the transcription against census data and  identifies the parents, the two-surname naming convention, and the  compadrazgo (godparent) network as the next research thread. Copy-paste prompts for all three tools. Clear explanations of  FamilySearch's Sonora Catholic records, the Registro Civil, and how  to navigate Mexican archives when your census says only "born Mexico." This episode is for you if you search: AI tools for Hispanic  genealogy, FamilySearch Mexico Catholic records, Sonora parish  registers, Spanish handwriting transcription AI, how to find Mexican  ancestors, Registro Civil research, two-surname genealogy research. For Australian and UK listeners: the same three-tool workflow applies  to Catholic parish research in Ireland, England, and Scotland through  Findmypast's Catholic Heritage Archive and the National Library of  Ireland at registers.nli.ie. Full Breakthrough. The 1866 baptismal record names the parents. The  research moves forward. Advanced prompts and the full Companion Guide at ancestorsandai.com. Connect with Ancestors and Algorithms: 📧 Email: ancestorsandai@gmail.com 🌐 Website: https://ancestorsandai.com/ 📘 Facebook Group: Ancestors and Algorithms: AI for Genealogy - www.facebook.com/groups/ancestorsandalgorithms/ Golden Rule Reminder: AI is your research assistant, not your researcher. Join our Facebook group to share your AI genealogy breakthroughs, ask questions, and connect with fellow family historians who are embracing the future of genealogy research! New episodes every Tuesday. Subscribe so you never miss the latest AI tools and techniques for family history research.

Ep. 42: Writing the Proof - How AI Helps You Make Your Case

You can write a genealogical proof argument using 3 AI tools in one afternoon: NotebookLM organizes your evidence, Claude drafts and stress-tests the argument, and ChatGPT reviews it for plain-language clarity. This is the GPS Mini-Series capstone on Element 5. What you'll learn: * The three-part proof argument structure: Statement to be Proved, Evidence Presentation, Analysis and Reasoning * How to prompt NotebookLM to surface inconsistencies in your sources before you write a single sentence * How to ask Claude to draft an argument that flags its own logical weak points * How to run a clarity review so the argument holds up for anyone who inherits your research * The difference between a proof statement, proof summary, and full proof argument This episode is for you if you search: how to write a genealogical proof argument, GPS Element 5, NotebookLM genealogy, Claude for genealogy research, AI tools for family history writing, BCG proof argument, Genealogical Proof Standard tutorial, genealogy AI workflow. Outcome: Full Breakthrough. Two genuine source inconsistencies resolved. One finished, submission-quality argument. The AI held the pen. The standard was Brian's to meet. Australian and UK researchers: the Genealogical Proof Standard is recognized across the English-speaking genealogical world. The Society of Australian Genealogists (sag.org.au) and the Society of Genealogists (sog.org.uk) both publish compatible research standards for your records. Patreon members get the Companion Guide: 12 advanced prompts, a GPS Research Checklist, and a full multi-step workflow from raw sources to finished argument. Everything else is at ancestorsandai.com. Connect with Ancestors and Algorithms: 📧 Email: ancestorsandai@gmail.com 🌐 Website: https://ancestorsandai.com/ 📘 Facebook Group: Ancestors and Algorithms: AI for Genealogy - www.facebook.com/groups/ancestorsandalgorithms/ Golden Rule Reminder: AI is your research assistant, not your researcher. Join our Facebook group to share your AI genealogy breakthroughs, ask questions, and connect with fellow family historians who are embracing the future of genealogy research! New episodes every Tuesday. Subscribe so you never miss the latest AI tools and techniques for family history research.

Ep. 41: Tracing Enslaved Ancestors with AI | Using Perplexity, Claude, NotebookLM, and ChatGPT to Navigate the 1870 Wall

Brian uses 4 AI tools to trace a formerly enslaved Mississippi ancestor across 6 record collections and through the 1870 Wall. This is what African American genealogy research looks like when AI and the Genealogical Proof Standard work together. If your ancestor was enslaved, the census did not record their name before 1870. Every year before that belongs to a completely different research strategy, and today you will learn exactly what that strategy looks like in action. What you will learn in this episode: * How to use Perplexity to map the specific records that survived in your ancestor's county before you search a single database * How to use Claude to analyze Freedmen's Bureau documents, labor contracts, and estate inventories for clues you would otherwise miss * How to upload multiple documents to NotebookLM and build a source-grounded evidentiary timeline that only draws on what you can actually prove * How to use ChatGPT to brainstorm every explanation for why an ancestor disappears from the record after 1880 * How to use the 1860 slave schedule and probate records to connect a formerly enslaved ancestor to a specific property before emancipation * What the FAN club method (Family, Associates, and Neighbors) looks like in this era, and why it is the primary tool for breaking through the 1870 Wall * Why the Freedman's Bank records on FamilySearch are free to search and can contain more personal detail than a dozen census entries combined * What honest research in this area looks like, including what AI cannot do, and what the silence in these records actually means This episode ends as a partial answer. The wall is thinner. It is not gone. That honesty is the point. For Australian and UK researchers: these techniques apply directly to Aboriginal and Torres Strait Islander ancestry research through AIATSIS and state records offices, and to British colonial slavery research through the Legacies of British Slavery database at UCL and The National Archives at Kew. The Companion Guide includes 12 advanced prompts for African American genealogy research, a multi-step 1870 Wall workflow, a GPS Research Checklist, and a guide to every Freedmen's Bureau record type. Available to Patreon members at ancestorsandai.com. Connect with Ancestors and Algorithms: 📧 Email: ancestorsandai@gmail.com 🌐 Website: https://ancestorsandai.com/ 📘 Facebook Group: Ancestors and Algorithms: AI for Genealogy - www.facebook.com/groups/ancestorsandalgorithms/ Golden Rule Reminder: AI is your research assistant, not your researcher. Join our Facebook group to share your AI genealogy breakthroughs, ask questions, and connect with fellow family historians who are embracing the future of genealogy research! New episodes every Tuesday. Subscribe so you never miss the latest AI tools and techniques for family history research.

Ep. 40: Seven Heirs - How AI Decodes a Tennessee Probate Mystery

You've found the estate settlement. You've counted the heirs in the distribution sheet. And the math doesn't add up. Nine children appear in the 1860 census. Seven names appear in the 1874 settlement. Two heirs are gone with no explanation, no death notation, and no trace in the legal record. That is where this episode begins. Probate records are among the most underused sources in American genealogy. When an ancestor died without a will, the intestate settlement process required the court to document every legal heir by law. When someone is missing from that list, there is always a reason. This episode shows you how to find it. In Episode 40 of Ancestors and Algorithms, host Brian works through an 1870s Tennessee intestate estate using four AI tools: Claude, Perplexity, ChatGPT, and NotebookLM. Step by step, prompt by prompt, you watch AI transform a dense 19th-century legal document into a focused research roadmap for tracing missing heirs. WHAT YOU'LL LEARN: How to use Claude to analyze a probate distribution sheet and surface the anomalies that are easy to read past, including a buried legal clause that completely changed the research direction. How to use Perplexity to research historical intestate succession law so you understand exactly why a legal heir might be absent from an estate settlement with no death record to explain it. How to use ChatGPT to generate every plausible reason a family member might be missing from a probate document, including scenarios most researchers never consider: daughters recorded only under married surnames, guardianship proceedings filed separately from the estate, and creditor debt attachment. How to use NotebookLM to cross-reference census records, tax lists, and estate documents together and identify what the evidence actually establishes versus what you are inferring. THIS EPISODE IS FOR YOU IF: * Your ancestor's probate distribution lists fewer heirs than the census records suggest there should be.  * You are facing a 19th-century estate settlement full of archaic legal terms you cannot parse.  * You research Tennessee ancestry from the Civil War era through the early 1900s.  * An ancestor disappeared from the records after a death in the family and you have no idea where to look next.  * You want to see exact, copy-paste AI prompts designed for genealogy research before trying them yourself. The outcome is honest: this mystery is not fully solved. The research produced two legally grounded theories and identified a precise next record set in a physical archive that has not yet been digitized. Sometimes the win is knowing exactly where to look. That is real genealogy. TOOLS: Claude, Perplexity, ChatGPT, NotebookLM RECORDS: Intestate estate settlements, distribution sheets, probate inventories, Tennessee county tax records, FamilySearch Tennessee Probate Court Files 1795-1955 GPS: All five elements of the Genealogical Proof Standard Companion Guide and free resources at ancestorsandai.com. Connect with Ancestors and Algorithms: 📧 Email: ancestorsandai@gmail.com 🌐 Website: https://ancestorsandai.com/ 📘 Facebook Group: Ancestors and Algorithms: AI for Genealogy - www.facebook.com/groups/ancestorsandalgorithms/ Golden Rule Reminder: AI is your research assistant, not your researcher. Join our Facebook group to share your AI genealogy breakthroughs, ask questions, and connect with fellow family historians who are embracing the future of genealogy research! New episodes every Tuesday. Subscribe so you never miss the latest AI tools and techniques for family history research.

Ep. 39: Norwegian Genealogy - AI Solves the Patronymic Mystery

If you can't find your Norwegian ancestor in genealogy records, the problem is almost certainly the name. Norway used a patronymic naming system until 1923, meaning most Norwegian-Americans carried completely different surnames in their homeland than the names their families kept in America. A woman who appears in Minnesota records as Astrid Solberg was never called Astrid Solberg in Norway. Not once. In this episode of Ancestors and Algorithms, host Brian works through a complete AI-powered research workflow that starts with a blank Digitalarkivet search result and ends with a specific farm in Kviteseid parish, Telemark, demonstrating exactly how four free AI tools can crack open a Norwegian line that seemed impossible to trace. What you will learn: Why Norwegian-American surnames like Halverson, Solberg, and Olson look nothing like the matching Norwegian record, and the exact naming logic that makes every transformation predictable once you understand it. How to search Digitalarkivet, Norway's free national digital archive, using correct Norwegian naming conventions instead of the American surname that returns zero results. How to use Perplexity to build a research map of a specific Norwegian parish before opening a single record, so you know exactly what exists, what is missing, and where to look next. How to use Gemini 3 Pro in Google AI Studio to transcribe handwritten 19th-century Norwegian census pages and emigration departure lists in old Norwegian script. How to use Claude to compare documents from two countries and build a structured evidence table that shows exactly what has been proven and what is still missing. How to use NotebookLM to construct a GPS-compliant evidence argument and determine honestly whether your identification is proven, probable, or still open. This episode covers Norway's 1865 and 1875 census records, kirkebøker (parish registers), and afgangslister (emigration departure lists), all free on Digitalarkivet. The workflow applies to Norwegian ancestors from any region: Telemark, Hordaland, Rogaland, Trøndelag, Vestlandet, or Østlandet. The outcome of this research is a partial answer. A strong, evidence-based case pointing to the right family, with one link in the chain still unconfirmed. That is what honest genealogy research looks like, and this episode shows you exactly how to get there and what to do next. If your Norwegian line has gone cold because the name does not match, this is exactly where to start. Companion Guide and advanced prompts available for members at ancestorsandai.com. Free for all listeners to begin today. Connect with Ancestors and Algorithms: 📧 Email: ancestorsandai@gmail.com 🌐 Website: https://ancestorsandai.com/ 📘 Facebook Group: Ancestors and Algorithms: AI for Genealogy - www.facebook.com/groups/ancestorsandalgorithms/ Golden Rule Reminder: AI is your research assistant, not your researcher. Join our Facebook group to share your AI genealogy breakthroughs, ask questions, and connect with fellow family historians who are embracing the future of genealogy research! New episodes every Tuesday. Subscribe so you never miss the latest AI tools and techniques for family history research.