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AI photo match reunites Texas woman with lost cat after 103 days

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AI photo match reunites Texas woman with lost cat after 103 days

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Holiday gatherings and year-end travel often lead to a spike in missing pets. Doors open more often, routines shift and animals can slip outside in a moment of confusion. 

New Year’s Eve creates loud fireworks, and shelters report some of their busiest nights of the entire year. Amid all that, one Texas family just experienced a heartwarming reunion thanks to an AI photo matching on Petco Love Lost.

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An AI photo-matching on Petco Love Lost helped reunite a Texas family with their missing cat after 103 days. (ULISES RUIZ/AFP via Getty Images)

How AI photo matching kept the search going

Pam’s 11-year-old indoor cat, Grayson, had never been outside alone. She believes he slipped out while she unloaded groceries at their home in Plano, Texas. The moment she realized he was gone, she acted fast. 

She said, “We went up and down the streets day and night. We went online in the neighborhood and on Love Lost. We put up flyers all over the neighborhood. Friends and neighbors were looking for him. I went to the animal shelter, posted him there, and went every day for over a month, hoping to find him.”

Pam uploaded Grayson’s photo to Petco Love Lost right away. She checked her daily match alerts and hoped she would see his familiar face pop up. She told CyberGuy, “I received match alerts almost every day from Lost Love, but never saw Grayson. His profile had been on their site for over 90 days.”

The moment everything changed

Missy, a nearby resident, spotted a thin cat in an alley near her home. She brought him inside, took a picture of him and then turned to Love Lost to see if anyone had reported a missing cat like him.

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Missy explained how simple the process felt. “I used Lost Love to reunite them,” she said. “I uploaded a photo of the cat that we found, and it was matched through AI with the photo that the owner uploaded.”

She soon received an AI match alert and learned that the cross street Grayson’s owner, Pam, had listed in her lost post was only a mile from her home. Missy contacted Pam right away.

That message changed everything. “I am sure that if we had not posted his picture and enabled the ability to match the images, we would never have known what happened to Grayson,” Pam said. “And we would not have connected with Missy.”

AI TECH HELPS A SENIOR REUNITE WITH HER CAT AFTER 11 DAYS

Grayson, an indoor cat from Plano, Texas, was finally found thanks to a neighbor who uploaded his photo to an AI search tool. (DANIEL PERRON/Hans Lucas/AFP via Getty Images)

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A long road for an aging cat

Grayson is almost 12 and has never lived outdoors. That made this reunion feel even more emotional, Pam said.

“I am still amazed at Grayson’s journey,” she added. “I look at him and cannot believe he made it through those 103 days. He is almost 12 years old, so he is not a young kitty.”

Pam said she still thinks about what those months were like for him. “[I] guess I will always wonder where he was and how many stops he made before he reached Missy’s loving home,” she said. “He must have known she would take care of him. It takes a special person to take the time to reunite a beloved pet with their family. Missy and her family went above and beyond to reunite us with Grayson.”

Why pet tech matters during the holidays

This season brings joy but also risks for pets. Visitors, travel and loud celebrations create more chances for animals to slip out or feel spooked. Tools like AI photo matching help families act fast when a pet goes missing. Love Lost connects shelters and neighbors in one place so that people like Pam and Missy can find each other.

What to do if your pet goes missing

Losing a pet can feel overwhelming, but taking fast action helps. These steps guide you through what to do right away.

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1) Search your home and neighborhood right away

Look in closets, garages and under furniture. Walk your street and ask neighbors to check yards and sheds.

2) Upload your pet’s photo to Petco Love Lost

Take a clear photo and post it on the site. AI photo matching alerts you when a possible match appears. It also helps others contact you fast.

3) Visit your local shelters in person

Shelters update kennels throughout the day. Staff can guide you and help flag your pet’s profile. Go often until you get updates.

4) Post on local community groups

Use neighborhood apps, local Facebook groups and community forums. Include your pet’s photo, last known location and your contact info.

5) Put up flyers right away

Use a large photo and simple details. Place flyers at busy intersections and near schools, parks and businesses.

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6) Contact your pet’s microchip registry

If your pet is microchipped, call the registry or log in to your account. Make sure the chip is registered to you, update your contact info and mark your pet as missing so shelters and vets can reach you fast.

7) Stay consistent with your search

Check Love Lost alerts often. Visit shelters and follow up on every lead. Persistence made the difference for Pam and Grayson.

LOST DOGS ON FOURTH OF JULY: HOW TO KEEP YOUR PET SAFE

A pet owner is seen cradling a cat on their lap. (Diego Herrera Carcedo/Anadolu via Getty Images)

How AirTags can help you find a lost pet faster

While tools like AI photo matching are invaluable after a pet goes missing, prevention and real-time tracking can make an enormous difference during the first critical hours. That’s where Apple AirTags come in. An AirTag isn’t a GPS tracker, but it can still be a powerful recovery tool when used correctly. When attached securely to your pet’s collar, an AirTag uses Apple’s vast Find My network. That network consists of hundreds of millions of nearby iPhones, iPads and Macs that can anonymously and securely relay the AirTag’s location back to you.

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If your pet wanders into a neighborhood, apartment complex or busy area, the chances are high that another Apple device will pass nearby and update the location automatically. You won’t know who helped, and they won’t know it was them, but the location can show up on your map within minutes. For indoor cats or dogs that don’t usually roam far, this can be especially helpful. Even a rough location can narrow your search area and save precious time.

Important limits to know: AirTags work best in populated areas. They rely on nearby Apple devices, so coverage may be limited in rural or remote locations. They also don’t update continuously like true GPS pet trackers. That’s why AirTags should be seen as a backup layer, not a replacement for microchipping or dedicated pet trackers.  

How to use an AirTag safely with pets

  • Use a secure, pet-specific AirTag holder that won’t break easily.
  • Attach it to a breakaway collar for cats and dogs to reduce injury risk.
  • Make sure Find My notifications are turned on so you get alerts quickly.
  • Combine it with microchipping and ID tags for the best protection.

Used together, these tools give you multiple ways to reconnect with your pet, whether minutes or months have passed.

For a list of the best pet trackers, go to Cyberguy.com  and search “best pet trackers.”

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Kurt’s key takeaways 

Grayson’s reunion is a reminder that tech works best when caring people put it to use. AI matched the photos, but Missy took action, and Pam never stopped looking. Their persistence helped a senior cat get home after a long and risky journey.

If your pet went missing today, would you know the first step to bring them home fast? Let us know by writing to us at Cyberguy.com.

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Brendan Carr is a dummy

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Brendan Carr is a dummy

All year on The Vergecast, we’ve been tracking the many bizarre and problematic actions of FCC Chairman Brendan Carr. There has been a lot to discuss! Then, this week, ahead of one of our last episodes of the year, Carr appeared in front of the Senate Commerce Committee and spent three hours explaining how he thinks about his job, the FCC, and the state of online communication and entertainment. It was a lot.

On this episode of The Vergecast, we begin with a dissection of Carr’s testimony, his threats against broadcasters, and the ways in which he’s using old ideas about content delivery to get his political way. Nilay and David walk through some of Carr’s most important quotes, explain the history of broadband regulation, and look ahead to how Carr might bring these same tactics to internet regulation next year.

Also, an important housekeeping note: The Vergecast will be live at CES! We’ll be at the Brooklyn Bowl in Las Vegas, at 3:30PM on Wednesday, January 7th. There will be podcasting, and hanging out, and bowling. It’s going to be great, and if you’re going to be in Vegas we’d love to see you there.

Until then, if you want to know more about everything we discuss in this episode, here are some links to get you started, first on Brendan Carr:

And in the streaming wars:

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And in the lightning round:

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TikTok ban: all the news on the app’s shutdown and return in the US

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TikTok ban: all the news on the app’s shutdown and return in the US

After briefly going dark in the US to comply with the divest-or-ban law targeting ByteDance that went into effect on January 19th, TikTok quickly came back online. It eventually reappeared in the App Store and Google Play as negotiations between the US and China continued, and Donald Trump continued to sign extensions directing officials not to apply the law’s penalties.

Finally, in mid-December, TikTok CEO Shou Zi Chew told employees that the agreements to create TikTok USDS Joint Venture LLC, which includes Oracle, Silver Lake, and MGX as part owners, have been signed, and the deal is expected to close on January 22nd, 2026. His letter said that for users in the US, the new joint venture will oversee data protection, the security of a newly-retrained algorithm, content moderation, and the deployment of the US app and platform.

Read on for all the latest news on the TikTok ban law in the US.

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Secret phrases to get you past AI bot customer service

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Secret phrases to get you past AI bot customer service

NEWYou can now listen to Fox News articles!

You’re gonna love me for this. 

Say you’re calling customer service because you need help. Maybe your bill is wrong, your service is down or you want a refund. Instead of a person, a cheerful AI voice answers and drops you into an endless loop of menus and misunderstood prompts. Now what?  

That’s not an accident. Many companies use what insiders call “frustration AI.” The system is specifically designed to exhaust you until you hang up and walk away.

Not today.  (Get more tips like this at GetKim.com)

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Here are a few ways to bypass “frustration” AI bots. (Sebastian Kahnert/picture alliance via Getty Images)

Use the magic words

You want a human. For starters, don’t explain your issue. That’s the trap. You need words the AI has been programmed to treat differently.

Nuclear phrases: When the AI bot asks why you’re calling, say, “I need to cancel my service” or “I am returning a call.” The word cancel sets off alarms and often sends you straight to the customer retention team. Saying you’re returning a call signals an existing issue the bot cannot track. I used that last weekend when my internet went down, and, bam, I had a human.

Power words: When the system starts listing options, clearly say one word: “Supervisor.” If that doesn’t work, say, “I need to file a formal complaint.” Most systems are not programmed to deal with complaints or supervisors. They escalate fast.

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Technical bypass: Asked to enter your account number? Press the pound key (#) instead of numbers. Many older systems treat unexpected input as an error and default to a human.

OPENAI ANNOUNCES UPGRADES FOR CHATGPT IMAGES WITH ‘4X FASTER GENERATION SPEED’

“Supervisor” is one magic word that can get you a human on the other end of the line. (Neil Godwin/Future via Getty Images)

Go above the bots

If direct commands fail with AI, be a confused human.

The Frustration Act: When the AI bot asks a question, pause. Wait 10 seconds before answering. These systems are built for fast, clean responses. Long pauses often break the flow and send your call to a human.

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The Unintelligible Bypass: Stuck in a loop? Act like your phone connection is terrible. Say garbled words or nonsense. After the system says, “I’m having trouble understanding you” three times, many bots automatically transfer you to a live agent.

The Language Barrier Trick: If the company offers multiple languages, choose one that’s not your primary language or does not match your accent. The AI often gives up quickly and routes you to a human trained to handle language issues.

Use these tricks when you need help. You are calling for service, not an AI bot.

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Long pauses and garbled language can also get you referred to a human. (iStock)

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