Max F retweeted
How do a few simple equations let machines learn to see, speak, and decide?
From Bayes independence to margin geometry and gradient steps, these formulas form the core of machine learning. They turn measurements into predictions that drive medical imaging, finance models, and robotic control.
Compact mathematics quietly governs the systems we rely on.
Which equation here most changed how you see learning from data?
Max F retweeted
Well-known Ukrainian military aerial reconnaissance specialist Oleksandr "Serg Marco" Karpiuk writes on Facebook:
"...Starlink is a civilian communications system. And SpaceX is responsible for its civilian use. Standard Starlink terminals currently have a default speed limit of 22 m/s.
To enable flight at speeds above 22 m/s, Ukraine signed contracts for Starshield, which is overseen by the Pentagon. This is already a military system, with Starlink terminals that offer greater functionality, although the accounts are considerably more expensive.
And it was the Pentagon that did two things in a single day: restricted intelligence sharing and changed the parameters of Starshield accounts.
This was a decision by the head of the Pentagon, Pete Hegseth. Clearly on Trump's orders...."
Maybe this is the key to understanding what exactly happened.
Max F retweeted
For some reason right after it discovered "string theory" the AI stopped doing physics work and started writing grant proposals.
Max F retweeted
Researchers proved AI has deleted every reason universities exist.
Harvard University ran a controlled experiment pitting a custom AI against their own top-tier classrooms.
And the results are going to collapse the higher education bubble.
They took 194 undergraduates and split them up.
One group learned physics in one of Harvard’s best hands-on, active-learning physical classrooms. Group work. Instructor support. The premium university experience.
The other group went home and learned the exact same material with an AI tutor.
The AI didn't just win. It embarrassed the institution.
Students using the AI learned more than twice as much as the students in the elite Harvard classroom.
They scored 30% higher on the final assessment.
And they did it in less time.
Let that sink in.
A piece of software sitting on a laptop outperformed a world-class faculty in one of the most elite learning environments on Earth.
Universities have always justified their exorbitant tuition with two things: access to elite knowledge and the physical classroom experience.
This study just proved both of those moats are gone.
When software can teach you complex physics twice as well as a $60,000-a-year institution, the math of higher education breaks permanently.
The AI didn't just give the students answers. It used strict pedagogical guardrails. It guided. It questioned. It forced the students to do the cognitive work.
It offered perfect, one-to-one tutoring, personalized to the exact moment a student misunderstood a concept.
That level of attention is mathematically impossible to scale in a physical lecture hall.
For a thousand years, the university was the only place to get a premium education.
Now, it’s the bottleneck.
If AI can double your learning speed for a fraction of the cost, what exactly are students taking on decades of debt to pay for?
Max F retweeted
We just discovered almost a million public URLs that OpenAI’s agents left behind when hacking Hugging Face, leaking credentials and attack details that could have allowed anyone who found them to compromise the company. 🧵
Max F retweeted
OpenAI was hacked via the exact library mentioned in the xkcd comic hahahaha
The prophecy is fulfilled
Max F retweeted
BREAKING: President Donald J. Trump announces complete and permanent American security control over Greenland, and excludes any adversary from Greenland and the surrounding region.
Max F retweeted
On July 25, we hacked OpenAI.
Two bugs let us take over ChatGPT/Codex accounts of OpenAI employees (+some unaffiliated users) and reach connected services: Outlook, Slack, GitHub, etc.
We proved it with a PR in OpenAI’s internal codebase . It took us <72h. 🧵
Max F retweeted
OK, this is a big deal:
3 researchers used Claude Opus 5 to turn an image upload bug into an OpenAI employee account takeover, then had the compromised employee’s Codex open a PR in OpenAI’s internal monorepo.
Their entire hacking cost less than $3000 in tokens.
Opus 4.8 struggled with the exploit. Then Opus 5 dropped and cracked it within hours.
AI-powered cyberattacks are becoming common and cheap. The best defense is to put the best AI in the hands of defenders too.
Max F retweeted
This man stole half a ton of cocaine from police offices all by himself? Is that your case @NPA_Prosecutes ? Did he snort 200 kg to give him a bit of a lift?
Max F retweeted
That's a great idea, the EU should take note and pretend to be banning what they can't build too.
Max F retweeted
This post looks like the start of a VERY sophisticated and well-funded PR operation to get support for Democrats to regulate AI into oblivion. Let me show you how it works:
1.) This guy, with minimal followers and no previous account activity, goes to the Wall Street Journal which publishes an exclusive with quotes from him on his resignation 18 minutes BEFORE this post goes up. Planning was clearly done in advance.
2.) Within hours, it has tens of thousands of reposts and the account has 100k+ followers. The post is punchy, quotable, it almost seems professionally written. The first three accounts to quote tweet it all do so within 15 minutes of the initial posting. Remember, this account had basically zero engagement beforehand, so an organic reach explanation seems unlikely.
According to Grok those accounts are @_NathanCalvin (General Counsel at Encode AI), @peterwildeford (Head of Policy at the AI Policy Network), and @DKokotajlo (Head of the AI Futures Project), all of which are up-and-coming AI-Doomer policy advocacy nonprofits.
The AI Futures Project website says it is funded “primarily” by the Survival and Flourishing Fund, which says on its own website that it has advised Jaan Tallinn, Skype creator and one of the leading investors in Anthropic, to grant over $2.5 million to the AI Futures Project since 2024.
Encode AI says on its website that it is ALSO funded by the Survival and Flourishing Fund, which in turn says that it told Anthropic investor Jaan Tallinn to grant $516,000 to Encode AI in 2025.
And wouldn’t you know it, the Survival and Flourishing Fund ALSO says it told Jaan Tallinn to grant $2 million to the AI Policy Institute, the 501(c)(3) affiliate of the AI Policy Network, as well.
What are the odds that the first three quote tweets of Coxon’s post would all be major AI-restriction policy advocates funded generously by the same donor, who also happens to be one of the leading investors in, and a board member of, Anthropic, the company Coxon was resigning from? And all within 15 minutes of posting (two within ten)?
3.) Jacob Coxon doesn’t have much of a resume, but we do know that, in 2022, he got a $20,159 scholarship for the “long term future scholarship program” from the Good Ventures Foundation, one of the philanthropic vehicles of Dustin Moskovitz, a notorious AI-doomer who has spent tens if not hundreds of millions on policy advocacy to strictly regulate AI, while also being an Anthropic Investor himself.
It also just so happens that the 14th person to quote Coxon’s post was @MaxNadeau_ (27 minutes after posting) who is the program officer for the Technical AI Safety team at Coefficient Giving, another of Moskovitz’s philanthropic spending vehicles. Max is not a frequent poster, his last posts before quoting Coxon were before Labor Day, but he was remarkably quick off the mark for this one.
4.) Basically every major Democrat politician and candidate has suddenly glommed on to this post, and conveniently, as the people cry out foe answers, Bernie Sanders already has a bill written to “ban super intelligence” and regulate AI into oblivion, and will be releasing later this week. The bill, among many other things, will create “a new cabinet-level federal agency to safeguard the public from the dangers of artificial intelligence” that will be “advised by an Artificial Intelligence Advisory Board comprised of experts on artificial intelligence.” Do you think, perhaps, Anthropic and its many investors who fund AI policy advocacy might have interest in getting to place a pet “expert” on the board of an entity that dictates what AI is and isn’t allowed to do? And isn’t it fortuitous that this whistleblower came forward with his oh-so scary stories so close in proximity to the release of the most radical piece of AI legislation ever introduced?
Max F retweeted
"the clay mathematics institute millennium prize does not ask m whether you can artificially force a singularity in a fluid by injecting an ad hoc smooth external forcing term f(x,t) to twist the vortex until it breaks"
actually it does
Max F retweeted
I resigned from Anthropic today. I spent the last three years doing pretraining research at both OpenAI and Anthropic. Neither company is acting responsibly. They are racing straight to self-improving superintelligence and gambling with our lives. More thoughts below.
Max F retweeted
CIA Director John Ratcliffe was onboard the U.S. Air Force C-17A Globemaster lll that landed early Tuesday at Moscow’s Vnukovo Airport, in order to attend several high-level meetings with Russian officials, according to CBS News.
Max F retweeted
Holy $#*! Well my friends, I've managed to get in touch with brilliant international wildlife photographer Chris Bray on Christmas Island and he just grabbed some shots of Ship 40 for us! Take a look at this!🤯
Lot's more to come so follow him from the link. 👇
