🇺🇸Backing America’s Most Critical Tech. Current life: https://xitter.cf/t.co/cWTa0m2qUi Austin. Prior life: https://xitter.cf/t.co/pS1ebNxNBz. No investment advice, views mine.

Austin, TX
Joined August 2009
Backing America's most critical technologies. Now.
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𝙇𝙖𝙧𝙧𝙮 𝘾𝙤𝙫𝙚𝙧𝙩 retweeted
Feels like March 1, 2020 for Cyber. Not normal, something is happening. Internet lockdowns in a couple of months?
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𝙇𝙖𝙧𝙧𝙮 𝘾𝙤𝙫𝙚𝙧𝙩 retweeted
Can someone explain to me what the FUCK just happened
Effective Immediately, all organizations using PHP for their systems are advised to be prepared for an update addressing two critical vulnerabilities. PHP is widely used for web applications. These vulnerabilities often provide a direct path to the server's file system or database. If an immediate update is not feasible, it is recommend that organizations take the system offline until it can be fully mitigated. NSA will follow up shortly with more specific guidance.
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𝙇𝙖𝙧𝙧𝙮 𝘾𝙤𝙫𝙚𝙧𝙩 retweeted
Regarding potential attacks on energy, food, and water infrastructure, the threat is quite real. Someone is currently probing infra and feeling it out, it is an active threat. Even a little preparation can be helpful, just in case. This comes from the joint cybersecurity advisory released by the NSA and partner agencies on August 19: 'The threat actors are conducting reconnaissance and capability development against U.S.-based Siemens PLC installations using Al-generated exploitation scripts disguised as legitimate monitoring tools. The actors leverage Internet scanning services to find Internet-exposed PLCs running outdated software or that are otherwise poorly protected. The U.S. critical infrastructure sectors most targeted by this threat activity include Critical Manufacturing, Energy, Water and Wastewater, Chemical, Food and Agriculture, and Commercial Facilities. This is not a theoretical risk - it is an active threat. Depending on the specific circumstances, exploitation of poorly protected PLCS could lead to disruption of critical industrial processes, safety incidents, downtime or equipment damage, compromise of sensitive data, compliance violations, and cascading impacts across interconnected systems.' 'Using Al to generate exploitation scripts represents an evolution in threat actor capabilities, dramatically reducing the technical expertise and time required to develop working ICS exploitation scripts and malicious tools. In addition, Al enables adversaries to rapidly leverage additional attack vectors and adapt to defensive measures. Threat actors can easily collect public information about vulnerabilities and weaknesses, find exposed and exploitable PLCs, and use Al-generated scripts to act on that information. If PLCs are exposed to the Internet, they are at high risk for exploitation. Threat actors are leveraging open source industrial automation libraries - specifically snap7.d11/python-snap7 - combined with Al-assisted scripting to create custom tools that mimic legitimate OT monitoring solutions. These tools provide read/write access to Siemens S7 Series PLC memory, configuration data, and ladder logic programs via the S7comm protocol.'
It seems like we're in a pretty hot moment cybersecurity wise 😬 If you're reading this website, you probably know more than most of the people in your life about what's happening! they're not talking about any of this stuff on the news, it's too arcane and weird and sudden. It is on us. Good time to call or text your family and friends, have some cash on hand, have a meetup point in your neighborhood for if the Internet goes down entirely, etc. The full prepper mode for shit hitting the fan is probably something like what Andreas posted here but you can get 80% of the way with 20% of the effort. Think about what that would mean for you in your situation, and the people you care about, and talk to them about it sooner than later. And as always, the most important part of prepping is having a strong support network and caring for each other. "Going off grid" isn't the move, it just makes you isolated and you have to do everything yourself. We are social animals. Community is our superpower 🫡🫡🫡
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Likely first of many similar ahead
Effective Immediately, all organizations using PHP for their systems are advised to be prepared for an update addressing two critical vulnerabilities. PHP is widely used for web applications. These vulnerabilities often provide a direct path to the server's file system or database. If an immediate update is not feasible, it is recommend that organizations take the system offline until it can be fully mitigated. NSA will follow up shortly with more specific guidance.
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𝙇𝙖𝙧𝙧𝙮 𝘾𝙤𝙫𝙚𝙧𝙩 retweeted
Honestly I feel like cyber had largely become checklists, compliance, reporting, insurance etc over the last decade. But now we're back to fighting the badies. Let's goooooooo!!!!!
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𝙇𝙖𝙧𝙧𝙮 𝘾𝙤𝙫𝙚𝙧𝙩 retweeted
BREAKING: The U.S. Navy is moving to deploy nuclear microreactors. Radiant will deploy its 1 MW Kaleidos factory-built nuclear microreactor at Naval Weapons Station Crane in Indiana to provide continuous power. The reactor can be transported by air, sea, or land.
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𝙇𝙖𝙧𝙧𝙮 𝘾𝙤𝙫𝙚𝙧𝙩 retweeted
Neuralink president DJ Seo says Elon’s aggressive schedules are rigorous first-principles engineering, and an all-green-light schedule shows 80 to 90% of delays are just assumed “What I’ve learned is that it’s not really some arbitrary management tactics, but it’s really used as a rigorous engineering and first principle, you know. Again, this is more applicable in the world of atoms, but we have this concept called all green light schedule, which is kind of forcing us to think about if every single light is green, there’s no administrative burdens or delays or no shipping delays or risk or no legacy bottlenecks, how fast can you build it?” “And when you think from that point of view and vantage point and literally strip away any man-made bottlenecks and you ask a question of how fast can you actually manufacture a chip, how fast can you design a robot and test it. It turns out like, I don’t know what the right number is, but at least 80-90% of it is things that you think are the way it is, just because you don’t really think about it from that perspective.”
Elon Musk says he sets the most aggressive deadline with a 50% probability of being achieved, knowing it will be late half the time, because a five-year schedule just expands to fill five years “I’m constantly addressing the limiting factor. So, I mean, on the deadlines front, I generally actually try to aim for a deadline that I at least think is at the 50th percentile." "So it’s not like an impossible deadline, but it’s the most aggressive deadline I can think of that could be achieved with 50% probability, which means that it’ll be late half the time." "There is like a law of gases expansion that applies to schedules. Like, if you said we’re going to do something in like five years, which to me is like infinity time, it will expand to fully available schedule and it’ll take five years.”
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𝙇𝙖𝙧𝙧𝙮 𝘾𝙤𝙫𝙚𝙧𝙩 retweeted
Elon is the motherfuckin’ GOAT. He takes things most people only dream about and makes them fucking real. That’s just the damn truth. I went to see a car unveil and watched a Roadster drive upside down, launch with thrusters, and do flips and rolls through the air. How do you watch that and not feel like a kid again?! Tonight was the best product unveil I’ve ever seen, literally the best unveil of ANY product. Hands down. Huge respect to Elon and everyone at Tesla and SpaceX who put in the work to make this happen. You absolutely fucking delivered. I had my @Grok Bot pull the official stream, find the best moments, and cut this video together by the end of the night. I had to watch it again to understand how unbelievable today was.
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𝙇𝙖𝙧𝙧𝙮 𝘾𝙤𝙫𝙚𝙧𝙩 retweeted
The thing I’m most grateful to Elon for is bringing back an age of wonder and excitement to humanity. That was jaw-dropping awesome! Screams and mouths wide open in the audience. Nuts.
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pertinent
This paragraph by C.S. Lewis, written in 1948, still hits hard: “If we are all going to be destroyed by an atomic bomb, let that bomb when it comes find us doing sensible and human things—praying, working, teaching, reading, listening to music, bathing the children, playing tennis, chatting to our friends over a pint and a game of darts—not huddled together like frightened sheep and thinking about bombs. They may break our bodies (a microbe can do that) but they need not dominate our minds.”
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incredible
there is so much creativity to unleash with technologies that democratize abilities most of us never will master I just made this mashup with AI blackbird x everything in its right place (inspired by seeing a video of extraordinary woman with one hand play the latter + sing the former) i made 2 papercut images on chatgpt + used claude to animate the motion graphics + make the audio mash
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The future is PAPA: Power+Atoms+People+Accountability
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𝙇𝙖𝙧𝙧𝙮 𝘾𝙤𝙫𝙚𝙧𝙩 retweeted
$100M seed incoming.
After an incredible year at OpenAI, I'm moving on to build something new in a few weeks. We secured double-digit GWs of compute across Ohio, Portsmouth, Georgia, Trainium and other projects with amazing partners including NVIDIA, Broadcom, AMD, Oracle, Microsoft, Google, AWS and CoreWeave. We also got GPT-Infra off the ground and going in just three months. My journey from Stanford professor to entrepreneur, Intel business leader and CTO, and now scaling AI infrastructure at OpenAI has given me a unique perspective across the entire compute stack. AI is reinventing computing. Excited to bring everything I've learned together to build what's next. Grateful to the incredible OpenAI team. I'll continue as an advisor after November 15. More soon!
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𝙇𝙖𝙧𝙧𝙮 𝘾𝙤𝙫𝙚𝙧𝙩 retweeted
BREAKING: The U.S. Army is preparing to stress-test America’s manufacturing capacity and supply chains. In early 2027, Army facilities and private manufacturers will compete in the first-ever “Manufacturing Rodeo,” designed to expose bottlenecks in America’s defense industrial base.
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𝙇𝙖𝙧𝙧𝙮 𝘾𝙤𝙫𝙚𝙧𝙩 retweeted
Let’s talk about Valar Atomics, shall we? The story starts in El Segundo, a California deeptech hub in the shadow of a Chevron oil refinery. Our protagonist, Isaiah Taylor, is an Idaho wunderkind with a heart of gold, a GED, and a burning desire to make energy abundant. Isaiah starts Valar at age 24, knowing that he can build nuclear reactors better, cheaper, and way faster than anyone else can. But there’s one problem: The year is 2023, VCs still have a hard-on for vertical SaaS companies (whoops!), and you can’t say the word “capex” on Sand Hill Road without getting laughed out of the room (that is, if the Harvard MBAs sipping their iced matcha lattes even remember what that word means). So Isaiah does what any good founder does and, like a boss, he gets the job done anyway. He closes a capital raise that includes a check from a firm called Day One (more about that shortly), gives everyone some pro-rata rights (more about that shortly, too!), builds a reactor, flips on the switch, and gets it to reach criticality. (Don’t know what criticality is? Don’t worry, the MBAs who pivoted from investing in “Uber for Goldendoodles” to wearing Carhartt jackets around the Amex Centurion Lounge don’t know what it is either.) Now, a quick tangent about pro-rata rights. Pop quiz: What’s the number-one goal for any venture capitalist? [A young man in a Carhartt jacket and a Stanford baseball cap pours Margot another glass of champagne.] Thank you, Preston; you may return to Palo Alto now. So, the pop quiz. VCs, like any asset manager, always want to be able to raise their next fund. And there’s no better way to get LP capital for your next fund than to say you previously invested in a “100 bagger” startup and that you have pro-rata rights to invest even more. LPs love it, they give you even more money, you collect even more fees, you get to rent an even bigger ski lodge in Tahoe for your six-week vacation coming up, and life is good. Let’s get back to Valar. Once they reach criticality and show the world that—unlike Salesforce for Labradoodles—there’s some real technology here, they become the hottest commodity Silicon Valley has seen since Zuck’s hoodie days. Everyone wants to invest, some big names start throwing some big money around, and Valar is on its way to a billion-dollar war chest. But here’s the next problem—I know, it’s Saturday night and you’ve got better things to do than read a bathtub shitpost about venture capital legal drama, but I promise you, we’re almost done. Day One has pro-rata rights, and Day One is more like Day Ninety-Nine Problems. Day One’s founder allegedly has some questionable connections to Russia and some even more questionable connections to a guy who—well, let’s not even go there. So when you hear Day One, think dodgy money, dodgy emails, and some very, very dodgy friends. And that puts our patriotic friends at Valar in a bind, because the US government, thanks to the Department of War and the Department of Energy, is now an important source of capital for deeptech startups, and they most likely have concerns over something called CFIUS. (Don’t know what CFIUS is? It’s the one thing standing between you and all your cell phone conversations being routed to a CCP data center from backdoors in our telecom infrastructure. Thank you, CFIUS!) Valar can’t have Day One putting even more money into the company, so they ask them to forgo their pro-rata rights, as well as something called a “springback” that supports those rights. But Day One doesn’t want to, because they’re already probably having a hard time raising their next fund (boy, those you-know-who files sure are inconvenient!), and their pro-rata rights in Valar are the one ace left up their sleeve. Which brings us to today. Valar files suit against Day One, Isaiah drops the hammer on Twitter, Day One’s founder hammers back, and now here we are, posting Big Short bathtub memes about it. Get it? Good. Now, unless you have some cheap GPUs or Anthropic secondary shares for me, grab your Carhartt jacket and get out of my bathroom.
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𝙇𝙖𝙧𝙧𝙮 𝘾𝙤𝙫𝙚𝙧𝙩 retweeted
Proud of Austin for carving its own technology identity rather than trying to be SF-lite. Amazing companies here, and likely many more in the near future. Grateful to be backing a few companies on this list.
Today, we are excited to announce the first annual Austin Deep Tech 50. Austin has become the hub for some of America's best deep tech founders, so we brought together 8 VC firms with a local presence — @overmatchvc, @valor, @8vc, Banner VC, @BCapitalGroup, @TheAmbitionCap, @ensemblevc, and Trust Ventures — to vote on the 50 startups making the biggest impact. Together they've raised $10B+ in the last 12 months. Full write-up: overmatch.substack.com/p/202… The full list 🧵👇
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𝙇𝙖𝙧𝙧𝙮 𝘾𝙤𝙫𝙚𝙧𝙩 retweeted
Peter Thiel's long-term venture fund is based in Austin. Paul Leggett has been one of its Managing Directors since 2014. Mithril Capital backs companies built to last decades, from Helion's fusion power to space and robotics. Paul has sat on or observed boards at Auris Health, Stem and Spaceflight Industries, and two Secretaries of Energy appointed him to advise on hydrogen. He's joining us at the Principled Business Summit, Oct 28-30. Don't miss this one.
Building companies that last decades takes investors who think in decades. Paul Leggett, Managing Director at Mithril Capital, invests in robotics, energy, software, and space from Austin. He’s joining the Principled Business Summit, October 28-30. Link in bio.
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𝙇𝙖𝙧𝙧𝙮 𝘾𝙤𝙫𝙚𝙧𝙩 retweeted
We ran TwIL on a CPU with 15 GiB of RAM. No GPU. It generated tokens 98x faster than Qwen3.8-27B on the same hardware. The test: - Intel Xeon CPU, 4 threads - 15 GiB RAM - No GPU Results: - TwIL-LM3-Pro (2.24 GB weights): 10.47 tokens per second - Qwen3.5-9B (5.67 GB weights): 4.36 tokens per second - Qwen3.8-27B (16.45 GB weights): 0.107 tokens per second TwIL and Qwen 9B both run at the RAM's memory limit of about 24 GB/s. Qwen 9B is 2.4x slower only because its weights are 2.5x larger. Qwen 27B's 16.45 GB of weights don't fit in the 15 GiB of RAM. Parts have to be re-read from disk for every token. Size alone would make it 7.3x slower. The disk reads add another 13x. Total: 98x slower than TwIL. With enough RAM, the gap would shrink to about 7x. But most people don't have unlimited RAM, and most people don't have a top-tier GPU. The model you can actually fit matters more than the one you can't. Download TwIL-LM3-Pro on @huggingface: huggingface.co/webAI-Officia…
LLMs are getting more rambly. We built TwIL-LM3-Pro to go the other way. Less than half the tokens of VibeThinker-3B and Qwen3-8B. 1.7x and 5.4x faster answers on general reasoning benchmarks. Full benchmarks: webai.com/blog/meet-twil-lm3…
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