The 3-finger trick saved me from a deepfake scammer.
It won't save you for long.
Here's why it worked:
Real-time deepfakes lock onto points on your face every frame. Eyes, nose, mouth, jaw. Then they paint the fake face on top.
Put fingers in front of the face and the tracker loses those points. The mask glitches, smears, or slips, and the real face leaks through.
So the scammer has 2 options: do it and get exposed, or freeze.
Mine froze.
Now the scary part.
Palo Alto's Unit 42 had a researcher with zero image-editing experience build a working real-time deepfake in 70 minutes. Free tools. 5-year-old computer.
That was last year.
Newer models are already getting better at handling hands over the face. Scammers watch the same viral tricks you do.
So don't rely on one trick. Stack them. Ask them to:
- wave a hand slowly across their face
- turn fully sideways
- tilt their ear to their shoulder
- flip a light on or off
Watch if the lips lag behind the audio.
Then verify the recruiter on the company's real site. Not the link they sent you.
But the real tell was never the face.
It was "run this repo before we talk."
No legit company needs code on your machine before a real conversation. If you ever have to run something, use a throwaway VM. No wallets. No SSH keys. No saved passwords.
What's the sketchiest "quick step" a recruiter has ever asked you to do?
AI is eating silver. RAM is up 600%. Your laptop costs $3,199.
Everyone’s watching the Fed.
No one’s watching the physical world AI is quietly draining.
I broke it down with stick figures and crayons.
Cosmos solved the infrastructure problem:
No bridges needed: Assets move between chains via IBC protocol (zero bridge hacks vs $2B+ losses elsewhere)
Built-in compliance: KYC, reporting, and restrictions coded directly into the blockchain
Shared security: New chains inherit Cosmos Hub’s security instantly
Most DeFi traders think they’re competing against other humans.
They’re not.
They’re getting front-run by bots that see their trades before they execute.
Except on ONE blockchain where this is impossible. 🧵
Just got an exclusive look at Cosmos’ 2025 strategy from @0xMagmar
The ecosystem is splitting into two worlds:
→ Enterprise Cosmos (the future)
→ DeFi Cosmos (the past)
Here’s what builders need to know:👇
@shan3v You asked about JSON prompting? Let's break it down.
Most people struggle with getting consistent AI outputs. They throw random prompts at ChatGPT and get messy results. JSON prompting fixes this by giving AI a clear blueprint.
Here's how to actually make it work 👇 [1/5]
3 months ago, I got early access to @Polaris_App when it was just a "Welcome to Polaris - Your Early Access Invitation" email.
Today, after testing Bitcoin integration, Hyperliquid support, and watching the UX evolve in real-time... this platform is going to change everything. 🧵#CitoEarn
Cosmos is ditching CosmWasm for EVM.
Devs are furious, calling it a betrayal. But is this the bold move to save the ecosystem—or a slow death spiral?
Let’s unpack it. 👇 [1/7]