Genealogy Meets the Internet Archive and AI: A Comprehensive Review

Thomas MacEntee
Jan 7, 2026
1.6K views
Free
Free through January 14, 2026
Want to watch the full webinar?
Join now to access all 2,617 webinars and unlock all features.

Content

Play. Playing.
Welcome
1m 35s
Play. Playing.
Speaker's Introduction
39s
Play. Playing.
Introduction
9m 41s
Play. Playing.
Public Domain Access
7m 13s
Play. Playing.
Popular AI Platforms
16m 31s
Play. Playing.
Asking the Right Questions
9m 58s
Play. Playing.
Writing Effective Prompts
6m 46s
Play. Playing.
Announcements / prizes
1m 57s
Play. Playing.
Questions / answers
3m 47s

About this webinar

Learn to harness the Internet Archive’s free digital library—a treasure trove of digitized family histories, city directories, census and church records—to enrich your genealogy research. Learn how to build complex prompts to build an index of surnames on a 400 page genealogy book from 1898. Learn how to extract a list of migration routes from the same book, organized by surname, then in generation order, and placed in an Excel file. With the help of AI, you can get the most out of Internet Archive.

Discount code: deepdive15 (valid at Familytreewebinars.com)

Valid through: January 13, 2026

About the speaker

About the speaker

Thomas MacEntee is a guy with a love of punk rock music but also art history who somehow “fell” into the technology industry years ago. He left a lucrative tech career to pursue his love of family history and genealogy. Technology and historical r
Learn more...

Key points and insights

This webinar explores how artificial intelligence can amplify genealogical research by pairing two powerful resources: the Internet Archive’s vast, free digital library and modern AI assistants that can read, summarize, organize, and extract data from lengthy historical texts. Rather than treating AI as a shortcut, the session frames it as a practical “grunt work” partner—especially useful for tackling hard-to-navigate genealogy books, handwritten records, and context-heavy local histories that would otherwise require hours of manual review. The result is a workflow that helps researchers move faster while still staying grounded in solid methodology and source awareness.

  • Internet Archive as a genealogy “unlocks the stacks” tool: The presentation highlights archive.org’s genealogy texts, public-domain materials, and Open Library borrowing options, plus smart ways to search (including Boolean operators) and build personal “bookshelves” for frequently used collections. The Wayback Machine also emerges as a surprisingly useful resource for recovering broken links and preserving webpages for long-term reference.

  • Prompting is the difference between frustration and results: A standout segment demonstrates how better prompts drive better outputs—especially when working with long PDFs that may need to be “chunked” into smaller sections. The free tool Prompt Cowboy is introduced as a shortcut for turning vague requests into structured, high-performing prompts that reliably produce summaries, surname lists, timelines, and other research-ready formats.

  • Responsible AI use remains non-negotiable: The webinar repeatedly emphasizes limits and risks—hallucinations, misread handwriting, and confident “guesses” that can mislead research. Best practices include verifying outputs against originals, avoiding uploads that include living people or sensitive information, documenting methodology, and adding transparent disclosures when AI has been used in writing or analysis.

Viewing the full webinar is strongly worthwhile for anyone ready to move from AI-curious to AI-capable in genealogy. The live demonstrations show exactly how to combine Internet Archive materials with tools such as ChatGPT, Gemini, and specialized options like FamilySearch Full-Text search or handwriting-focused solutions—without losing control of accuracy or ethics. To extend the learning beyond the session, the syllabus resources are an essential next step: the handouts and links provide a ready-to-use roadmap for building prompts, selecting tools, and applying these techniques to real research problems.

Comments (145)

Your email address will not be published. Required fields are marked *

1000 characters remaining

Sort by Newest
Sort by Close.
  • Newest
  • Oldest
  • Likes
  1. Judith D. Schulz
    20 hours ago

    outstanding, endless practical tips! thanks!

    Reply
  2. KC
    Karen Cermak
    1 day ago

    As always, outstanding webinar from Thomas.

    Reply
  3. BZ
    Bob Ziegler
    1 day ago

    It’s anything BUT “business as usual” in 2026. Very informative webinar about A.I. and the next generation of research! Another “trip around the sun” … should prove exciting. Thankyou!!!

    Reply
  4. DH
    Diane Hall
    1 day ago

    Wonderful as always. Thank you Thomas. Learned more about AI

    Reply
  5. BP
    Bev Peaslee
    1 day ago

    I learned a lot from archive.org to Google searches, not to mention all the AI information. Very interesting.

    Reply
  6. RB
    Richard Baldwin
    1 day ago

    Ver informative. My first webinar on your site. Enjoyed and benefitted from it. Looking forward to finding the outline, or rewatching at my own pace.

    Reply
  7. ST
    Sandy Thom
    1 day ago

    Thank you Thomas. so informative

    Reply
  8. MP
    Michelle Panton
    1 day ago

    This was my first webinar with Legacy Family Tree and found in very informative! Anxious to hear the next 3 on today’s Deep Dive into AI. I will most likely enroll in a membership!

    Reply

Related Webinars