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- Week 12: Using AI to uncover family history
Week 12: Using AI to uncover family history
(and solve a 75-year-old mystery)
The Experiment
When my father-in-law stumbled across documents with his name in Czech, it sparked a journey into his childhood that none of us expected (maybe this should have been my podcast!) The goal was simple: understand what these mysterious documents were about and piece together a part of family history that he didn’t have all of the data about.
The Process
Here's how we tackled it:
Initial Discovery
Found documents containing his name, birth date, and his father's name
Documents were in Czech, with dates around 1946
No way to read or understand them initially
Breaking Down Language Barriers
Fed the document text into ChatGPT for translation
Discovered they were part of an archive about a Czech humanitarian named Přemysl Pitter
Learned the documents included letters from his father and medical reports
Diving Deeper
Used ChatGPT to research Přemysl Pitter's work
Discovered he helped displaced children after WWII
Found a documentary (in Czech) about Pitter's work
Documentary Detective Work
Tried Otter.ai for transcription ( it failed with Czech)
Uploaded to YouTube for auto-translation
Finally discovered an English version existed all along (classic!)
Photo Investigation
Received photos from the archive of children in a dining room (see above)
Used ChatGPT to see if it could identify whether the two images were the same child (it couldn’t)
However, it could do age analysis which helped eliminate who we thought it was
Piecing It All Together
Used ChatGPT to create a timeline from the documents
Researched German monasteries that served as post-war orphanages
Used Claude to write up the story in his voice
Had Claude rewrite it to sound more like a second-language speaker

The Outcome
What started as a random Google search turned into a deep dive into post-war Czech history.
We:
Translated documents in three languages (Czech, French, and German)
Discovered connections to a humanitarian operation helping displaced children
Created a timeline of events
Wrote up his story for the archives
Connected with historians maintaining these records
Key Takeaway
AI tools can be surprisingly effective for historical research, especially when dealing with multiple languages and fragmented information. While they're not perfect (looking at you, Otter and YouTube auto-translate), they can help piece together historical puzzles from your desk in ways that would have been much harder just a few years ago.
Pro Tips for AI Historical Research:
Cross-Reference Everything: Don't trust a single translation or interpretation - use multiple tools and approaches
Think Laterally: When one tool fails (like Otter.ai with Czech), try alternative approaches
Use Language-Specific Search: Sometimes asking AI to search in the original language yields better results (we forced ChatGPT to check German Wikipedia and it has different/better results than English)
Want to Try It Yourself?
Start with ChatGPT for initial translations and research (Perplexity was also good here)
Try YouTube's auto-translate for video content
Use Claude for writing personal narratives
It’s also helpful to verify findings with human sources
What's Next?
We're waiting to hear back from the archive about the story
There are more documents to discover in another archive in Prague
We now have more clarity on family history, more digging is in the future.