Muskogee County Genealogical Society

Muskogee County Genealogical Society We'll try to bring you some of the best and latest news from the world of online genealogy websites, pages, webinars, technology, and events.

Muskogee County Genealogical Society is located in Muskogee, Oklahoma. Monthly program meetings are held in person and via Zoom the 4th Thursday Sept - June. Visit our website for more information on other meetings and how to become a member. www.muskogecountygenealogicalsociety.org

01/07/2026

How to Colorize & Restore Old Photos With AI (Without Turning Grandpa Into a Pixar Character)
You found an old family photo. It’s faded, scratched, and looks like it survived a minor flood. But is it toast? Not anymore.

The good news: ChatGPT and Google Gemini can now colorize and Gently restore old photos in seconds. No Photoshop, plugins, or PhD required.

Bad news: if you’re sloppy, the model will happily “improve” your relatives into people you don’t recognize. The key is careful restraint.

Here’s how to do it right.

Step 1: Give the AI something worth working with. Visit your parents and find that musty shoebox full of mid-20th century photos. It’s important to start with the best input possible.

If you have access, scan them at 300-600 DPI. If you don’t have a scanner (and who does anymore, amirite?), a clear, straight-on, glare-free photo will do just fine.

You don’t need perfection. But clarity matters. Garbage in still gets you… slightly better garbage out.

Step 2: Add a few minor constraints. You’re asking the model to restore, not reinvent. Use a constraint-first prompt like this (copy / paste):

"Colorize this photo realistically and gently enhance clarity.
Preserve faces, expressions, proportions, and composition exactly as they are.
Do not reconstruct or alter facial features.
Reduce haze, improve contrast slightly, and clean minor noise or specks while keeping natural film grain.
Do not add or invent background details."

Skip this, and the model will confidently ship you an alternate-universe family.

Step 3: Iterate. Subtlety Always Wins Here. First pass too intense? Say so.

“Reduce saturation by ~10% and soften sharpening.”

“Restore texture and grain, especially on faces.”

“Avoid smooth or plasticky skin.”

The goal is to tweak your image gently, without it reworking the content of the photo.

A Quick Gemini-Specific Tip. Gemini behaves best with extra guardrails:

Explicitly say do not change faces, framing, or background.

Call out hallucinations directly—it usually corrects itself.

This process works surprisingly well. It can do it with less prompt than the one above, but having some minor constraints seemed to increase quality a bit more. With ChatGPT Image (OpenAI’s latest image model), I didn’t spot any awkward artifacting or bizarre color choices.

Once you’ve done a few of these, share them with your family and blow their minds. They’ll think you’re a wizard.

Send a message to learn more

12/31/2025

Two big AI stories frame today’s genealogy briefing: Google is racing ahead with its ultra‑fast Gemini 3 Flash model, now the default in the Gemini app and AI Mode in Search, while genealogists are stepping into 2026 with ambitious “AI genealogy do‑overs” to test these tools in real‑world research.

Google’s December updates aim to put “frontier intelligence” into everyday workflows. Gemini 3 Flash offers much faster, cheaper reasoning and is rolling out across Search and Google’s new Antigravity platform, which lets developers build agent‑like workflows on top of Gemini. For researchers, the upgraded Gemini audio model can handle natural, multilingual conversations and live speech translation in 70+ languages—handy when reading foreign‑language records aloud, dictating notes, or teaching across language barriers. Google also shipped new video‑verification tools that can flag AI‑generated segments, part of a broader push to keep synthetic media from polluting historical storytelling.

In the genealogy world, 2026 is opening with deliberate experiments in “AI‑assisted but standards‑driven” research. One prominent example is the AI Genealogy Do‑Over project, which commits to re‑working a family line from scratch while documenting where AI genuinely helps and where traditional methods still win. Meanwhile, platforms like MyHeritage keep expanding AI features such as AI Biographer, photo enhancement, and DNA‑driven matching, all designed to analyze huge datasets, build timelines, and surface new connections. Education is catching up: institute courses and webinars now focus on integrating AI into research and writing without abandoning the Genealogical Proof Standard.

For a working genealogist or blogger, today’s takeaway is simple: treat models like Gemini 3 and their competitors as fast, multilingual research aides and drafting partners—but make 2026 the year you document, test, and teach exactly how you’re using them in your own family history work.

Send a message to learn more

11/29/2025

During this season of giving, MCGS welcomes your donations to support its work of teaching and supporting family history research.

Send a message to learn more

Discover your military ancestors: Search over 640 million records for FREE on Fold3 11/8-11/16
11/09/2025

Discover your military ancestors: Search over 640 million records for FREE on Fold3 11/8-11/16

Discover original military records including personal documents, photos, and stories from brave men and women who served. Access sources from the US and UK national archives today.

09/14/2025

Researching Republic of Texas Ancestors just got a little easier!

If your ancestor interacted with the governments of the Republic of Texas or the State of Texas, new research tools from TSLAC may help you learn more.

Today we are announcing our updated website at www.tsl.texas.gov/arc/republicclaims, including background information, a custom search, detailed instructions, and search tips. We have also published a revised finding aid for the Republic claims portion of these Texas Comptroller's Office claims records, which are digitized and part of the Texas Digital Archive.

The records include requests for payment, reimbursement, or restitution submitted by citizens to the Republic of Texas government from 1835 through 1846; records relating to Republic pensions; and claims submitted as public debt against the Republic after 1846. The files include supporting documents such as vouchers, financial accounts, military records, receipts, notes, or letters. During both microfilming and digitization, State Archives staff made every effort to obtain the best possible image. We digitized high-quality microfilmed copies of the documents to create the PDF format images available in the Texas Digital Archive.

Read the full press release: www.tsl.texas.gov/node/70298/

Image: Public Debt claim number 1484, Coy, Antonio, September 1, 1851. Public debt claims records, Texas Comptroller's Office claims records, 304-303. TSLAC. This is the 2nd class public debt certificate for Antonio Coy. Public debt claims were for services or goods provided between 1835 and 1846 that were not paid before Texas annexation in 1845. This claim is for military service in Hays Company.

09/03/2025
Coal County gem!
09/03/2025

Coal County gem!

08/16/2025

Let's help a gene-friend:

Is there anyone in group who can take a picture of a grave? I'm looking for picture for William and JoElla Montgomery buried in the Haskell Cemetery
Thanks
Robert Shade

Send a message to learn more

People Are Putting Thrifted Books in the Freezer—and the Reason Why Is Genius
08/14/2025

People Are Putting Thrifted Books in the Freezer—and the Reason Why Is Genius

This surprisingly smart practice can save your secondhand reads from pests, germs, and mold.

07/31/2025

Send a message to learn more

Address

Muskogee, OK

Alerts

Be the first to know and let us send you an email when Muskogee County Genealogical Society posts news and promotions. Your email address will not be used for any other purpose, and you can unsubscribe at any time.

Contact The Practice

Send a message to Muskogee County Genealogical Society:

Share

Share on Facebook Share on Twitter Share on LinkedIn
Share on Pinterest Share on Reddit Share via Email
Share on WhatsApp Share on Instagram Share on Telegram

Category