Off-grid. Building AI agents, sovereign systems, and a life that doesn't depend on anyone else's platform. Bass fishing between deploys. Pro Peptide

Take my Bitcoin @elonmusk
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The Tech Farmer retweeted
“okay, so what? it’s just math.” no, you don't get it. here’s what OpenAI’s math breakthroughs could eventually help make possible in the real world: Vlasov–Maxwell → stronger foundations for fusion research, whose ultimate prize is virtually limitless clean energy to power civilization Calderón’s Problem → portable body scanners using electrical signals, making medical imaging cheaper and easier to access Maximum-Cardinality Matching → faster searches for compatible kidney swaps across large donor pools, helping hospitals coordinate lifesaving transplants Inverse Elasticity Problem → scans that map tissue stiffness, helping doctors locate suspicious growths inside the body Mumford–Shah Conjecture → better tools for spotting tissue changes in brain scans, helping doctors identify signs of disease Bose–Einstein Condensation → stronger foundations for quantum sensors that could help vehicles navigate without GPS Simple Stochastic Games → better safety checks for self-driving cars and robots before dangerous mistakes reach the real world Matrix Multiplication → cheaper AI and bigger scientific simulations using the same computers Edit Distance → faster DNA comparisons, helping researchers study genetic changes linked to disease The k-Server Problem → robots that waste less movement and energy, making warehouses more efficient and goods cheaper to move a reminder that math is the foundation of science. so accelerating mathematical discovery could compress centuries of scientific progress into years. insane timeline to be alive for!
We’re releasing a broad range of new mathematical results produced by an internal frontier model. We’ve been consulting with the independent Advisory Group on Mathematics and Artificial Intelligence at the Institute for Advanced Study, and we have drawn on their advice and public recommendations to inform how we release these results. github.com/openai/math
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The Tech Farmer retweeted
We've been seeing a lot of these types of posts over the past few days. So we put this together as an explainer. Now keep in mind that we (US_OGA) are the small companies that produce oil and gas - not the big boys that are fully integrated and produce, transport and run refineries. We don't do that. We just pull it out of the ground and sell it to whoever will buy it. But those other guys are bad at explaining things because they have comms teams that are scared of their own shadows so we have to do if for them sometimes. That won't keep some of you from yelling at us. So be it. But yelling at us is like yelling at a farmer for the price of a box of cereal. But here you go. This might answer some of these questions.
Trying to understand this… In 2008, oil climbed to about $143 a barrel and gas was roughly $4.10 per gallon. Today, oil is closer to $94 a barrel, but gas is around $4.38 per gallon. Crude oil has fallen significantly, but prices at the pump don’t seem to reflect that difference. What factors are keeping gas prices high?
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The Tech Farmer retweeted
Today is historic MPA-approved trailer for first AI film with a traditional theatrical run Gods Don't Give Gifts is R-Rated Submitting for Best Animated Feature Oscar --> Variety article @Gossip_Goblin @fableshowrunner
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The Tech Farmer retweeted
The real fun starts when BlackRock realizes that BTC is, in fact, tokenized compute. BTC proof of work tokens = transferable proof of compute expended in the past. AI inference tokens = digital representation of compute to be consumed in the future. So an AI can accumulate BTC representing past compute, then spend it to purchase future compute. Past compute becomes future AI agency. Which means AI agency is constrained by compute costs at both ends of this stack. On one end, there must be enough inference compute available in GPUs and AI chips to execute the action. On the other, there must be enough BTC available to pay for that compute and everything else the AI needs to act. BTC can serve as that stockpile. It is the geopolitically neutral asset and network for that exact task. The business world already understands the first constraint. AI chips are massively oversubscribed because everyone understands that access to inference compute determines AI capability. What almost nobody understands yet is the second constraint. BTC is not understood as critical AI infrastructure yet because the market still categorizes it as "crypto" or "blockchain" tech thanks to years of tangential gambling shitcoinery It has not yet priced Bitcoin as infrastructure for metering, budgeting, and imposing costs on machine agency. Available inference compute determines what an AI can do. Available BTC will determine how much AI can afford to do. And the latter is a lot more scarce and valuable than the former. If AI security ultimately comes down to: 1. controlling access to compute, and 2. imposing costs on autonomous action, then Bitcoiners are already sitting on the world's largest infrastructure for the second half of that equation. The world understands why AI needs chips. It has not yet figured out why AI may need Bitcoin. When the market finally understands that distinction, the correction is going to be insane.
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The Tech Farmer retweeted
i asked GPT 6 Pro and Fable 5.1 to rank all discoveries in the last three years 🔵 for Human discovered 🔴 for AI discovered (before October 6th) 🟢 for AI discovered from OpenAI/math repo 81% of them have been released today. wtf
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This one is good
Here’s another one.😃
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Thats easy. The answer is Dyson Swarms
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The Tech Farmer retweeted
Ben Affleck reveals he writes Python, understands convolutional neural networks, worked extensively with GPUs, and used his celebrity status to get private looks at Google and OpenAI’s video models “I’ve always been kind of into computers since I was young. Then, when film started to move from analog film to digital, I became more interested in that aspect of it. The visual-effects workflow for many years has included machine learning, so I can write pretty shitty Python scripts and stuff like that. “With convolutional neural networks, which were the precursors to what the transformer can do, which is much more computation simultaneously, you would do things like look at what’s called a tensor. That’s the numerical translation of a visual image in numbers, like the batch number, the frame number and the red, green and blue values of each pixel in each frame. It’s just that simple. That numeric is called a tensor. “You’d use a convolutional neural network to identify patterns that reveal what’s called edge detection or feature extraction, which is identifying patterns well enough to know, this is where the window ledge is, so we can more easily take the green-screen image out and replace it with something. “That was familiar to me early on because, prior to Artists Equity, I had a small visual-effects company. I’ve worked with GPUs a lot too. The visual-effects guys said, ‘Hey, you should see. There are a couple: Google and this other company, OpenAI, are doing really interesting stuff with transformers in video.’ “I’ve learned that I can actually just call up and go, ‘Hey, it’s Ben Affleck. Can I come see what you’re doing?’ Sometimes people say yes, to my astonishment.”
$ANET Andy Bechtolsheim says AI has made optics demand about 10 times bigger in five years and the industry is only at the "very beginning" "So I guess I don't need to tell you that AI has been driving this incredible increase in demand for high-speed optics, which is probably now 10 times bigger than it used to be five years ago..." "And what I want to talk to you today is that we're not at the end of this journey, but rather the very beginning. There's easily another order of magnitude increase in bits needed for the next generation kind of data centers." "So what I want to talk about first is what's happening at the data center level, and how we as an industry have to get together to solve these problems of this very rapid and high demand growth as fast as possible, since AI can't wait." ______ For full set of takeaways to Andy's AI Datacenter and Optics lecture: firesidealpha.substack.com/p…
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The Tech Farmer retweeted
Anduril is building America's largest shipyard since WWII. This space needs bold investment and decisive action. In the 1790s, Baltimoore clippers were the fastest and most advanced sailing ships of their time. King George III didn't stand a chance. Time to run the same play.
Anduril is investing $3.7B into Arsenal-2. The next great American Shipyard.
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The Tech Farmer retweeted
Employee: 3k, 3k, 3k, 3k, 3k Freelancer: 900, 5k, 0, 9k, 1k, 4k Founder: 0, 0, 0, 0, 0, 0, 600k Open Source Maintainer: 0, 0, 0, 0, 0 "thanks bro" Vibe coder: -$20, -$100, -$200, -$200
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The Tech Farmer retweeted
You don't have to commit your entire life to optimism, just try it on for a week. Start thinking "what if it all worked out?" and "what a time to be alive!". Then compare your state of mind to the week before filled with pessimism and doomer nonsense.
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The Tech Farmer retweeted
AI HACKERS HAVE PUT SKATEBOARDING IN CALL OF DUTY MODERN WARFARE 2! 🚨 THIS HAS GONE TOO FAR. ITS TIME TO PACE THE FRONTIER. @DarioAmodei @sama @elonmusk @theo
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Very cool
Cool eval. Simply ask an LLM “Land or Water?” and give it a latitude and longitude coordinate as text. Ask 16,200 times, plot as image. The models know. From compressing the internet.
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The Tech Farmer retweeted
I gave Claude another 18 hours.. and I think this one is the best one yet Macrohard: Windows XP I'm blown away
Gave Claude another 12 hours to one up this.. Woke up to.. The Clodyssey
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Hell ya
Americans will see this and say hell yeah
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The Tech Farmer retweeted
"I think the probability of a good outcome is like 80% likely... only 20% chance of annihilation." - Elon Musk So I made a music video that takes you on a tour of both outcomes.
Made with AI
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The Tech Farmer retweeted
brain is actually melting at this point GOOD LORD MAN
Starship's first orbital flight delivered 26 Starlink V3 satellites to space
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The Tech Farmer retweeted
We're actually going to do it. We're going to cure aging. What a time to be alive. No gene therapy. Just a medication. Stunning result.
Congrats to Christopher Petty, Kelly Rich and the Sinclair lab at Harvard on today's #ARDD2026 talk: a first look at SL-100 in mice. On this chemical reprogramming cocktail, fast-aging mice kept their weight and didn't get frailer. Untreated mice did. Early, unpublished data.
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The Tech Farmer retweeted
It’s amazing to see the response to America.gov. The credit starts with @elonmusk. Thank you Elon for opening the door for tech to take greater interest in gov. You took a lot of arrows doing it. Wouldn’t be here without you. Thank you President Trump @POTUS for your genius initiatives like this to fix things for everyday Americans, and @SusieWiles47 for supporting this effort since before the Executive Order 14338 last year. Thank you Ed Coristine @as400495, Peter Arnell @arnelldesign and the entire team at National Design Studio. I admire your ingenuity, perseverance, and commitment to excellence you have shown shipping this historic new platform. Thank you to Ed Forst @USGSA_Ed and the teams at GSA for partnering in such a profound way. Thank you Cabinet members and your agencies who believe in making our nation a leader in the citizen experience. With the platform established, now the work begins to radically upgrade the experience of living in America. Product Designers and Software Engineers who want to build with impact, your nation is calling: ndstudio.gov/jobs
Chief Design Officer @jgebbia officially unveils America.gov, the new online home for the United States of America
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The Tech Farmer retweeted
Introducing Griffin, the first model to pass the video Turing test. 48% of people who talked to it live thought it was a real human. Previous systems have had a pass rate <3%. It is #1 on NVIDIA's benchmark for full-duplex AI video. It’s the first Human Interaction Model (HIM).
Community note
The 48% figure and "video Turing test" claim are from Tavus's own study of 54 one-minute calls, not independently verified or using a standard protocol. Griffin-Lite leads NVIDIA's VideoFDB benchmark on their public leaderboard. cellcog.ai/blog/tavus-gri… research.nvidia.com/labs/amri/proj… tech-ish.com/2026/10/02/tav…
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