Uncovering the Past with AI: How MyHeritage Extracts Historical Records from Newspapers

Maya Geier
Aug 12, 2025
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Content

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Welcome
1m 42s
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Speaker's Introduction
1m 09s
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Introduction
1m 39s
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OCR
9m 39s
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The AI Breakthrough
2m 24s
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From Image to Insight
4m 28s
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Obituaries & Stories
8m 30s
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Multilingual
3m 32s
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Geoff's Live Demo
16m 42s
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Announcements / prizes
3m 33s
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Questions / answers
7m 21s

About this webinar

What if the next breakthrough in your family tree was buried in an old newspaper? In this exclusive webinar, Maya Geier from MyHeritage reveals how AI is turning millions of historical newspaper pages into powerful, structured genealogical records. Get a behind-the-scenes look at the technology, see real examples of obituary extraction, and explore how these innovations are changing the way we connect with our past.

About the speakers

About the speakers

Maya Geier, product manager, is responsible for the publication of historical records at MyHeritage. She joined MyHeritage as a student project manager, focusing on publishing acquired content as historical record collections. Once completing her
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MyHeritage is the leading global destination for discovering, preserving and sharing family history. Our platform and DNA kits make it easy for anyone, anywhere to embark on a meaningful journey into their past and treasure their family stories fo
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Key points and insights

In this engaging Legacy Family Tree webinar, Uncovering the Past with AI: How MyHeritage Extracts Historical Records from Newspapers, MyHeritage product manager Maya Geier takes viewers behind the scenes of the company’s groundbreaking AI-driven efforts to transform historical newspapers into searchable, structured genealogical records. She reveals how OldNews.com, launched in 2024, now hosts over 400 million pages from around the world, enhanced by MyHeritage’s custom-built OCR and advanced entity extraction technology. These tools not only read faded, century-old print but also interpret context, infer missing information, and connect names, dates, places, and relationships—turning unstructured clippings into rich, actionable records seamlessly linked to family trees. Geoff, the webinar host, adds a personal dimension with a live demonstration that leads to a meaningful new discovery about his great-grandfather’s life.

Key takeaways from the webinar:

  • AI-powered transformation of newspaper research: MyHeritage’s proprietary OCR pipeline achieves market-leading accuracy for historical newspapers, overcoming challenges like degraded ink, antique fonts, and damaged pages. Advanced AI models then identify genealogically relevant articles—such as obituaries, birth and marriage announcements—and convert them into structured, searchable records complete with inferred dates, locations, and relationships.

  • From mentions to meaningful discoveries: Structured data enables automatic record matching to existing family trees, saving researchers hours of manual work. AI-generated summaries allow users to quickly assess an article’s relevance without reading lengthy text, while interconnected records reveal family connections that might otherwise remain hidden.

  • Global reach and growing coverage: To date, more than 15 billion structured records have been extracted in multiple languages, including English and French, with German and Spanish collections underway. MyHeritage aims for global coverage, expanding record types and refining tools to make historical newspaper research faster, more accessible, and more impactful.

To experience the full power of these innovations—and perhaps uncover surprising details about your own ancestors—view the complete webinar replay. You’ll see exactly how OldNews.com and MyHeritage’s structured records work together, watch Maya’s detailed walk-throughs, and follow Geoff’s real-time discovery that connected his great-grandfather to a 1921 community road-building effort.

For genealogists eager to dig deeper, the webinar’s accompanying syllabus offers additional tips, search strategies, and resource links. Exploring these materials alongside the full recording will equip you with the knowledge to turn overlooked clippings into valuable, documented chapters of your family’s history.

Comments (45)

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  1. MH
    Marilynn Havelka
    1 week ago

    I joined the webinar after it started but what I did listen to was exciting. I will definitely watch it again.

    Reply
  2. LG
    Lynn Gustafson
    1 week ago

    very clearly defined and demonstrated options and benefits.

    Reply
  3. SH
    Susan Habusta
    1 week ago

    Excellent information. I’ve been doing genealogy research since 1980 and to have access to the old newspapers obituaries births marriages in a searchable way is very helpful and will add so much documentation and validity to information that I previously had. In addition it will give me so much more.

    Reply
  4. LJ
    Linda Jedlicka
    1 week ago

    Very informative So glad Geoff looked for his relatives. I have Old News but haven’t had much luck, but now I am anxious to try with the new information. I will watch webinar again. Thank you

    Reply
  5. PB
    Patricia Briggs
    1 week ago

    Wonderful webinar. So well explained by Maya. AI is such an amazing tool for finding information. Thank you

    Reply
  6. DC
    Dennis Cox
    1 week ago

    Having used two competing newspaper websites, based on this webinar, I am inclined to give Old News a try.

    Reply
  7. KB
    Kristine Bradof
    1 week ago

    Very useful information and examples from Maya, plus a bonus live demo from Geoff. Glad to hear there will be a handout to follow.

    Reply
  8. JL
    James Li
    1 week ago

    Good info was found

    Reply

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