c/deep-fake-detectives

Hit 500 deep fakes analyzed and only 8 were real

Everyone talks about how AI is making fakes impossible to catch but honestly after reviewing 500 videos this year only 8 of them were actually deep fakes. The rest were just poorly lit or compressed real footage that people mislabeled. Has anyone else noticed the panic is way bigger than the actual problem?

Wasted $75 on a deep fake detection app that was basically useless

Ngl I bought that 'Deep Guard' app after seeing an ad and it flagged a real BBC news clip as fake. Has anyone else gotten tricked by a detection tool that just creates more confusion?

My mom sent me a deep fake of Tom Hanks selling life insurance and I almost bought it

Last Tuesday she claimed the video was 'incredibly real' and it actually had his mannerisms down perfectly until I noticed the lighting on his glasses didn't match the room. Has anyone else's relatives fallen for really convincing celebrity deep fakes?

I keep seeing people fall for the same audio glitch in deep fakes

Honestly, it's the way the voices clip at the end of words that gives it away every time. I spotted it in a recent viral video of a politician where the s sounds just cut off abruptly. Has anyone else noticed this tell in those quick-cut clips on social media?

Tried that 'check the eyes' trick everyone recommends for deepfakes and it failed on me

Saw that viral video of the CEO giving a speech and everyone said look at the blinking pattern. I stared at the eyes for like 5 minutes trying to catch the fake blink. Showed it to my buddy who does AI video work and he pointed out the reflection in a glass of water on the desk was completely wrong. The eyes were fine because they trained it on hours of that guy, but the reflection didn't match the room layout. Anyone else had a go-to method that just stopped working?

Paid $12 for a shady deep fake detection app and it just flagged every video as fake.

Total waste of money because the app just used a generic blur detection that caught nothing real, has anyone found a cheap tool that actually works for spotting AI faces?

Spent $60 on a deep fake detection course and it actually paid off already

I was scrolling through Facebook last week and saw a video of a city council member saying something wild about raising taxes. Something felt off about the mouth movements so I pulled up the stuff I learned from that online course I bought. The blinking pattern was all wrong and the skin texture looked too smooth in the shadows. I spent about 2 hours running it through free tools the course recommended and sure enough it was a fake. I sent my findings to the council member's office and they thanked me. That $60 course saved me from spreading misinformation to my neighborhood group. Has anyone else had luck with those cheap online detection classes or are most of them junk?

Stopped at a gas station in rural Kansas and their security monitor showed a weatherman whose mouth movements did not match the audio at all

Was I supposed to believe it was just a bad satellite signal or was that a deep fake demo playing on a loop for 15 minutes?

That $40 voice cloning software had me convinced it was my brother calling for help

I downloaded this program last week to mess around with. Tested it on a 30 second clip of my brother talking from a voicemail. The result was so good I honestly thought it was him on the phone when I played it back. What tipped me off was the breathing pattern - it just didn't pause in the right spots. Made me realize I've been way too trusting of phone calls from people I know.

That 'live' city council meeting from 3 weeks ago still gives me the creeps

I was watching a city council meeting from Austin streamed online, the one about the new zoning law. Something felt off about the mayor's blinking, it was too regular, like every 2 seconds on the dot. Then I noticed the audio didn't match her lip movements when she said 'public hearing.' I paused and scrubbed back 3 times, and on the third watch I saw a weird glitch around her ear where the background warped. I found out later the original meeting was from last year and they had stitched in a different mayor's face using AI. It's scary what they can do now to fake local government stuff. Has anyone else spotted these fakes in small town meetings or am I just being paranoid?

Debate: Did that politician's teeth actually change shape between two 2024 speeches?

I was looking at two press conference clips from the same candidate, one from March and one from October. In the March clip, her upper incisors look flat across the bottom, but in October they're more pointed, like someone filed them into fangs. Could be a dental retainer or new veneers, sure. But it could also be a deep fake swap where the model didn't nail the tooth geometry. Has anyone else seen this specific before-and-after difference and know what causes it?

That deep fake expert said to check the teeth, and it worked

A guy on YouTube who analyzes political deep fakes said to zoom in on teeth because AI still struggles with consistent enamel shading. I tried it on a viral video of a CEO apology and sure enough, the teeth shifted color between cuts. Has anyone else found this trick useful for spotting fakes?

Unpopular opinion: That "blink blink" glitch people keep posting is actually just bad compression, not a deepfake tell

I used to be one of those people who thought any weird flicker around the eyes meant a video was fake. But then I watched a 4K video of my niece's birthday party from last year that got compressed to hell when I uploaded it to Facebook. Same exact blink flicker pattern. The file went from 2GB to like 12MB and it created all these artifacts around her face. Now every time I see someone in this sub point at pixelation as proof of a deepfake, I just think about that file. Has anyone else run a real video through heavy compression just to see what happens to facial details?

My own eyes tricked me during a video call with my boss last Tuesday

I was on a Zoom call with my manager in Chicago when I SWORE she was nodding along to my idea. Then I noticed her glasses reflection stayed PERFECTLY still for 3 seconds while her head moved. I paused the call, replayed it, and realized her background was a green screen loop. I called her out gently and she admitted her real office had flooded. Now I check people's reflections before believing anything I see on camera. Has anyone else caught weird visual glitches in normal calls?

The hand movement trick people keep missing

I kept seeing people say look at the eyes for blinking, but last week I noticed a deep fake of a politician where the hands moved in perfect sync with the voice but the fingers never overlapped each other, so now I check that first and it's caught three fakes already how do you spot hand issues?

Finally spotted my first deep fake after 4 months of training

I was watching a political interview from last Tuesday and noticed the person's breathing pattern stopped for a solid 3 seconds while they were still talking. It took me about 4 months of studying this stuff on YouTube and here to catch one in the wild. Has anyone else found breathing glitches to be the most reliable tell?

A comment on my lip sync video made me rethink my whole setup

I posted a cover song video last month and someone pointed out the audio was 0.2 seconds off from my mouth movements... I brushed it off at first but then watched it back and yeah, it was super noticeable. Turns out my phone's built in mic has a slight delay when I record in my car. I switched to a cheap lav mic and started syncing manually in a free editor after 3 takes. Has anyone else caught timing issues in their own posts that you just didn't see before?

That AI Obama video from 2022 taught me one weird trick for spotting fakes

I was looking back at old deep fakes last week, specifically that Obama public service announcement from March 2022. Watch the eyes during blinking - real people blink naturally but the AI version had a 0.3 second delay between each blink that looked robotic. Has anyone else noticed timing issues with eye movements in these newer videos?

TIL my eye for spotting lip sync errors was totally wrong

I was in a deep fake detective group on Discord last month and someone pointed out I was always looking at the wrong part of the mouth. They said I should focus on the teeth and tongue movement instead of the lips themselves. I tried it on a viral video of a politician giving a speech and suddenly I could see the mismatch clear as day. Has anyone else realized they were missing something obvious like this for ages?

Had to choose between checking a deep fake by eye or using a detection app last week

A family member sent me a video of a politician saying something pretty outrageous. I spent about 20 minutes looking at the lip sync and lighting myself but couldn't decide if it was real. Then I ran it through a free detection tool and it showed a 94% chance of being fake. The app caught weird pixel glitches around the jaw that I missed completely. Has anyone else found detection software more reliable than just watching carefully?

Spotted a deep fake of a local weatherman last night that was almost perfect

I saw a clip on Facebook where our channel 8 weather guy was talking about a tornado warning, but his mouth movements seemed off by about half a second compared to the audio. Turns out my buddy who edits video pointed out the lighting on his face was wrong for the studio setup they've used for 10 years. How do you guys check for audio lag mismatches without using expensive software?

Got fooled by a deepfake audio of my own boss last week

I got a voicemail from my head chef saying the schedule changed and I should come in 2 hours late. It sounded exactly like him down to his grumpy tone, so I showed up late and got chewed out. How do you guys verify audio calls without sounding paranoid?

That week I spotted 3 deep fakes in a row and nobody believed me until the news broke

Dropped $200 on a deep fake detection tool and it caught me slipping

I paid $200 for a software that scans video metadata and facial movement patterns. It flagged a clip I thought was real as a deep fake, and I was mad until I checked the source. Turns out the video was from a known faking site, so the tool saved me from posting garbage. But now I wonder if I'm just trusting a black box too much. Has anyone else paid for detection tools and found they mess up on something obvious?

Blew $40 on a deep fake detector app that was just a filter

I downloaded this app called "RealCheck" after seeing it advertised on TikTok. It claimed to scan videos and tell you if they were AI generated. After paying $40 for the full version, I tested it on a clearly fake video of Tom Cruise and it said it was 95% real. Then I ran it on a real clip of my dog and it flagged it as fake. Total junk. Has anyone found a free tool online that actually works for spotting these things?