The real problem isn’t AI security—it’s that most people don’t understand what “security” even means.
When users can’t tell what’s sensitive, they can’t protect it. Instead, they avoid using AI altogether.
Platforms that make risk visible—and fixable—matter.
Are you concerned about AI privacy?
https://t.co/5TRneiYPSU
At the World Economic Forum in Davos, top executives like EY's Raj Sharma and KPMG US CEO Tim Walsh are voicing concerns about AI security and the looming risks of quantum computing. https://t.co/mbTW3xp3uv
Unpopular opinion:
The first jobs AI wipes out aren’t developers — they’re $50 portfolio site builders.
If your value is “pick a theme + fill text,” AI already does it better.
Wix, Squarespace — the easy money is gone.
The Cambridge Analytica scandal wasn’t illegal.
At the time.
No hack.
No breach.
Just a Facebook quiz — fully compliant.
Your data leaked through friends you trusted.
This wasn’t a security failure. It was a consent design failure.
If data can spread without visibility or control, what exactly did users agree to?
https://t.co/1P5OsxwV1O
Employers, banks, and insurers already know at least this much.
If a journalist can re-identify you,
don’t assume others can’t.
Privacy without control isn’t privacy.
https://t.co/kKXFV0rb6m — bi-directional privacy middleware
Washington State sold “anonymized” hospital records for $50.
No names. No addresses. Just ZIP, age, sex, diagnoses, admit month.
Researchers matched 43% of patients to real names
using newspaper articles alone.
No hack. No leak. No crime.
“Anonymous” by policy. Identifiable by math.
Proof ↓
The head of Cybersecurity and Infrastructure Security Agency uploaded “For Official Use Only” documents to ChatGPT.
Not classified. Still sensitive. Still public AI.
Same agency that blocks employees from using ChatGPT.
This isn’t an AI problem.
It’s a power + process + privacy + tools failure.
Who’s accountable when “authorized exceptions” leak at scale?
What if they used the right tools?
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https://t.co/zXQTxJV9G0
The Epstein files aren’t a failure of justice.
They’re a failure of privacy tooling.
Names were masked.
Accounts were hidden.
Money still flowed.
Bad anonymization protects criminals.
Good bi-directional anonymization would have exposed the system instead.
Privacy isn’t secrecy.
It’s control.
Agree?
Use the right tools for your privacy: https://t.co/5TRneiZnIs
Two steps:
- AI detects & masks sensitive fields → you validate in real-time. Fast.
- Your local key encrypts the mapping → final doc ready for sharing.
Zero-knowledge architecture — nothing stored, DB exposure reveals nothing. Standalone detection model, not AGI. One job perfected.
If you'd like to learn more: I am available to chat.
The amount of crap I get for putting out a hobby project for free is quite something.
People treat this like a multi-million dollar business. Security researchers demanding a bounty.
Heck, I can barely buy a Mac Mini from the Sponsors.
It's supposed to inspire people. And I'm glad it does.
And yes, most non-techies should not install this.
It's not finished, I know about the sharp edges.
Heck, it's not even 3 months old.
And despite rumors otherwise, I sometimes sleep.