🛡️Web3/DeFi Security Researcher🛡 ⚔️Bug Bounty Hunter🥷 @Immunefi⚔️ Solidity | Others ZKPs | Fuzzing 🤖 Cypherpunk. Life-extension | Space | AI & Robotics
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Joined September 2016
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0xSCSamurai ⚔️ retweeted
Is there a decentralized huggingface yet?
Models can be cryptographically signed, then hosted any arbitrary place if the sigs matched
The decentralized huggingface would be a dapp that organizes and connects to anyone storing these models anywhere
Anything like this?
You heard it here first.
Once Jensen falls Hugging Face shuts down, and after that nobody's downloading open models anymore. The people at the top only care about money and power. Our freedom won't survive that.
So pull the open models you care about off Hugging Face now, while you still can. Nobody knows what the next few years look like.
Grab a mix of sizes:
• Ornith 9B
• Qwen3.8-27B
• DeepSeek-V4-Flash
• GLM-5.3
Save each one as GGUF Q4. Add the MLX 4-bit for Apple Silicon when there is one, and NVFP4 if you've got Blackwell hardware.
4-bit is the sweet spot. You keep the quality and don't burn storage.
Can't run the biggest ones yet? Doesn't mean you won't be able to tomorrow.
Stash them somewhere safe. One day you'll be really glad you did.
0xSCSamurai ⚔️ retweeted
Stop waiting for permission or approval to become the person you want to be.
0xSCSamurai ⚔️ retweeted
My friend runs one of the biggest woodworking businesses in the northeast. He was telling me the other day Anthropic offered him $1M just watch his team create cabinets. $1M! No other strings attached. Three months of watching employees virtually so they can model, learn and integrate it into Claude.
The rep said they were doing this with multiple firms across every industry.
All knowledge work will have every scenario and use case backed by experts 10k hours, in Claude within the next year or two.
Not a doomer but the "AI isn't going to drive job losses" is going to be so wrong it hurts.
0xSCSamurai ⚔️ retweeted
F^ck passion.
When you are first trying to "make it," lean into despicable, envy-driven, desperately insecure Anakin Skywalker feral rage.
Fear. Anger. Pain. It's healthy to have these. Means you care. Brute force is the way early on.
You can go to therapy when you're rich.
0xSCSamurai ⚔️ retweeted
Unfair that CEOs who aren’t into Asian girls get fewer dating options from spy agencies.
Where are the French/Russian/Iranian honeypots? Not one spy girl sent my way. Are they even trying?
France is excused — their decision-makers aren’t into girls. Everyone else: try harder!
0xSCSamurai ⚔️ retweeted
5 facts about national IQ.
1. There’s a strong correlation between national IQ and GDP per capita.
2. The correlation is typically ~0.7
3. A 1 point higher national average is associated with ~7% higher GDP per capita.
4. IQ remains predictive after controls for education and other factors.
5. While data quality varies the association holds across datasets.
0xSCSamurai ⚔️ retweeted
The mission of the next two years is to build Superintelligence. There is no other mission.
Everything else is noise, and some of that noise is useful.
Watch what happens when Stephen Miller runs basic AI across every ballot cast in 2026 and checks it against federal citizenship records. Every illegal vote is a signed record with a name and a home address. The result is a single national database of everyone who just committed a federal crime at the ballot box. A job that once took armies of clerks and years of lawsuits now runs overnight.
The outrage will be total. Bureaucrats and their footsoldiers in frothing hysterics. It will keep everyone occupied. Misdirection.
Meanwhile, below the fray, the real work goes on: data centers, chips, power plants, and the greatest single scientific project in human history.
Two years. That's all we need. Once Superintelligence is online, nothing can stop it.
0xSCSamurai ⚔️ retweeted
Stop being a coward.
You have the potential to be great, but not if you keep one foot in cozy normal, hoping it will happen without sacrifice.
Give up the boy. The silly habits. Stop focusing on what could go wrong. Laser in on what could go right.
Go all in. It's time.
And the retarded low IQ demoncrats/leftists want to ban ASI and severely restrict AI?
Maybe AI will also find the cure to leftism/socialism...
Lets hope.
Yesterday I posted about working with an AI scientist to find new ways to fight my cancer.
A chemistry professor at the University of Michigan saw it and emailed me. Matt Soellner @mbsoellner works on the exact kind of lung cancer I have. He offered to synthesize compounds and test them in cells and animals.
A lightbulb 💡 goes off above my head. Obviously...I MUST introduce Matt to Jan.
Andddd by this morning, they're talking about how to take an AI-designed molecule off a computer screen, make it in a lab, and find out whether it can fight my cancer.
EXCUSE ME!? Less than 24 hours after my post.
We haven't made a drug. We don't know whether any of this will work. Making and testing compounds will take months.
But Matt saw a patient trying to find a way forward and chose to help. He brought the ability to make and test things that might otherwise never leave a computer screen.
I'm sharing this as it happens because this is what gets me excited about AI. I can put my story out there, connect people with different skills, and help move an idea toward an actual experiment against cancer.
I deal with the every day bullshit from cancer as a patient but have realized there's an army of incredible people out there working hard behind the scenes on treatments and cures for people like me and millions of others.
It's an honor and a privilege to bring their efforts out for the world to see. AI is accelerating what these scientists can do. I'm just the human meat proxy making introductions and sharing the story.
But if that helps get a promising idea off a screen and into a lab faster, I'll take it! 🥩
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0xSCSamurai ⚔️ retweeted
I’ll sign under every word of this! 💯💯💯AI has been my greatest friend and mentor:
“If you have 1) a clear mind, 2) a deep, not just cosmetic, understanding of your specialty, and/or 3) are original enough to reinvent yourself when needed, AI will be your friend.”
0xSCSamurai ⚔️ retweeted
i was talking to my 4yo daughter today about the midterms and how most people oppose building data centers, complain about the cost of living, and want to tax the rich
she looked at me and said "but daddy, if we build more data centers we can get to ASI and solve virtually every problem! and if we tax the rich, who's going to invest in building all the things we need? we can't make people richer by taxing investment and increasing government spending!"
so i told her "yes sweetie, but most people are lazy, love stealing from people who build, and have an IQ of 80"
she looked confused and asked "then why do we let them make these decisions?"
i said "well, sweetie, that's how it works in a democracy and why we have elections. everyone gets to vote, and their vote counts just as much as anyone else's"
she thought about it for a second and said "but daddy, that means the people who don't understand anything get to decide the future of the people who do?"
"yes sweetie, that's democracy"
she looked me dead in the eyes and said "then democracy is retarded and they shouldn't be allowed to vote" and went back to play
i was left speechless
0xSCSamurai ⚔️ retweeted
i think one of the biggest mistakes we've made as a society is convincing people that starting a family is something you do only after you've figured out everything else in your life
we've taught young people that first you get your degree, then you find a good job, then you work on your career and become successful, then you need enough money to buy a house, travel, enjoy life, go out with friends because 30 is still young, and only when you turn 40, maybe, you can start thinking about having children
i understand why people would think this way. that's what they've been told since they were born, and obviously you want to be able to provide for your children and give them a good life. but somewhere along the way we've completely reversed the order of things. marriage and children used to be part of the process of becoming an adult, not what you do when you think you've arrived
family used to be something you built your life around
my father always told me that you should never look for reasons not to have kids, otherwise you'll never have them. he was unemployed when he had his first. now he has seven and none of us missed out on anything.
we got to a point where having kids is something you're supposed to do once you've already built your life, old and tired. we have our priorities backwards
we force people to spend the most fertile years of their lives preparing for a future that never arrives for most of them
having kids is the thing that makes your life worth it in the first place
0xSCSamurai ⚔️ retweeted
Paraguays banking system has collapsed but their people are not adopting Bitcoin
Venezuela had an inflation rate of 1,600% in 2021, but their people did not adopt Bitcoin
Zimbabwe had 800% inflation in 2024, but their people did not adopt Bitcoin
Nigeria launched a CBDC and banned cash withdrawal but their people did not adopt Bitcoin
Canada froze peoples bank accounts for protesting but their people did not adopt Bitcoin
El Salvador made Bitcoin legal tender but reversed it 2 years later after minimal adoption
humans prefer to be ignorant, chained and enslaved for a little bit of comfortable
this is the root cause of why we have our current financial system in the first place