AI Transcription: Human-in-the-Loop Best Practices

Welcome to Research Like a Pro! In this episode, Nicole and Diana discuss high-quality handwritten text recognition with Gemini 2.5 Pro in Google AI Studio. Nicole shares her experience transcribing a 1791 South Carolina deed, highlighting how accurate the transcription was using Google AI Studio. She explains that Google AI Studio is a free, web-based tool for prototyping and testing Google's Gemini AI models, and she finds it to be the most accurate way to transcribe handwritten documents. They also discuss the future of AI in handwritten text recognition, emphasizing that clear images of legible text are crucial for accurate AI transcriptions. Listeners will learn about the capabilities of Gemini 2.5 Pro for transcribing historical documents and how to use Google AI Studio for this purpose.

This summary was generated by Google Gemini.

Links

High-Quality Handwritten Text Recognition with Gemini 2.5 Pro in Google AI Studio - https://familylocket.com/high-quality-handwritten-text-recognition-with-gemini-2-5-pro-in-google-ai-studio/

Deed: Anderson County, South Carolina, Mesne Conveyance A: 367-369, James Gillison to Burgess Reeves, 24 June 1791; image, FamilySearch (https://www.familysearch.org/ark:/61903/3:1:3Q9M-CS73-JHPN : accessed 21 July 2025).

Plat drawing: Abbeville County, South Carolina, Old Records B: 76, plat drawing of 200 acres for James Gillison, 27 October 1785; image, FamilySearch (https://www.familysearch.org/ark:/61903/3:1:3Q9M-C34J-RJ37?view=fullText&keywords=James%20Gillison%2CRocky%20Creek&lang=en&groupId= : accessed 23 September 2025).

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Research Like a Pro Resources

Airtable Universe - Nicole's Airtable Templates - https://www.airtable.com/universe/creator/usrsBSDhwHyLNnP4O/nicole-dyer

Airtable Research Logs Quick Reference - by Nicole Dyer - https://familylocket.com/product-tag/airtable/

Research Like a Pro: A Genealogist's Guide book by Diana Elder with Nicole Dyer on Amazon.com - https://amzn.to/2x0ku3d

14-Day Research Like a Pro Challenge Workbook - digital - https://familylocket.com/product/14-day-research-like-a-pro-challenge-workbook-digital-only/ and spiral bound - https://familylocket.com/product/14-day-research-like-a-pro-challenge-workbook-spiral-bound/

Research Like a Pro Webinar Series - monthly case study webinars including documentary evidence and many with DNA evidence - https://familylocket.com/product-category/webinars/

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RLP Study Group - upcoming group and email notification list - https://familylocket.com/services/research-like-a-pro-study-group/

Research Like a Pro with DNA Resources

Research Like a Pro with DNA: A Genealogist's Guide to Finding and Confirming Ancestors with DNA Evidence book by Diana Elder, Nicole Dyer, and Robin Wirthlin - https://amzn.to/3gn0hKx

Research Like a Pro with DNA eCourse - independent study course - https://familylocket.com/product/research-like-a-pro-with-dna-ecourse/

RLP with DNA Study Group - upcoming group and email notification list - https://familylocket.com/services/research-like-a-pro-with-dna-study-group/

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