President and co-founder at Capital Factory. Anti-consensus, deep tech investor. Native Texan. Team Earth. 🚀

Dallas, TX
Bryan Chambers retweeted
After 15 years of investing, we realised that truly exceptional founders have something impossible to fake; deeply unconventional lives. We analysed 15,000 founders using five binary signals to measure this: quirky hobbies, early-life signs of exceptionalism, extreme life pivots, unusual geographies, non-linear careers. These sum to give a 0-5 score per founder. Whether someone started coding at age 10, speaks five languages, climbed Everest or quit a safe job to live in Chile, the signal we wanted was deviation from the mean. Rather than focusing on IQ or EQ, we call this metric the Outlier Quotient, or “OQ”. When forecasting founder success, it turns out that OQ was the single most predictive variable in our entire classification model, trained on ~70 different factors. Our OQ score had zero correlation with having worked at a top-tier company or attending an elite university. The signals most VCs rely on are noise without signal. The best founders don’t signal like everyone else, don’t think like everyone else and certainly don’t build like everyone else.
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Bryan Chambers retweeted
Congratulations to our CEO and co-founder, Jeff Cardenas, for being named one of Austin Business Journal’s 2026 Power Players! 👏🦾 We believe Austin is the perfect place to build the future of humanoid robotics. Jeff’s vision has helped put the city at the center of the physical AI revolution. We’re proud to see him recognized alongside leaders shaping the future of Texas innovation and their industries. Check out the full 2026 @MyABJ Power Player list here: bizjournals.com/austin/news/… #humanoids #apptronik #robotics #austin
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Bryan Chambers retweeted
Very excited to announce that at 12:20am on the 4th of July, Aalo achieved criticality on our first full-scale reactor. We cut it close, but we pulled it off!! Working towards this goal with such an incredible group of humans has been the most fulfilling period of my life. This moment has been three years in the making. Last year, Executive Order 14301 called for at least three new reactors to go critical before July 4th, 2026. As of late last Friday night, that goal has been surpassed! When the EO was announced, we immediately sat down to figure out what the most ambitious scope would be, while still being potentially achievable by July 4th. Some of the team proposed doing simplified designs with smaller fuel loads, or building in existing facilities. One thing was clear: We wouldn't have time to integrate a full-scale sodium heat-removal loop to bring the reactor to its full 30 MWt. So here’s where we landed: ➡️ We purchased the entire commercial-scale fuel load. This is enough fuel to operate at 30 MWt / 10 MWe for 3 years before refueling. To my knowledge, it’s the largest fuel load that’s been taken critical in the DOE pilot program, by far. ➡️ We built a full-scale reactor vessel in our factory, and loaded in our commercial graphite layout. All the dimensions, vessel thickness, and manufacturing techniques are essentially the same as we will use for the imminent commercial version. There will be a few minor tweaks for sodium flow and full-power, but nothing major. ➡️ We built an entirely new reactor facility at the Idaho National Lab. Building a building is easy. Building a new reactor facility comes with a mountain of paperwork, policies, operation and training procedures, security, instrumentation and control, and more. Zero-power criticality might seem like a small step, but I can tell you, going through the exercise of building a reactor and taking it to criticality has been extremely valuable. The learnings on regulatory, ops, manufacturing, supply chain, QA, economics, engineering, and design will accelerate our path through to the final iteration at full-power. America is blessed to have a recent Cambrian explosion of startups in nuclear, all going after different markets, technologies, and strategies. I’m excited that sodium, gas, salt, and new PWRs are all getting pushed forward once again. The best outcome for humanity is to have all these advance in parallel, as quickly as possible, while maintaining safety. Thanks again to our amazing team, DOE, INL, BEA, and everyone else who helped us get to where we are today. This could not have happened anywhere else. Happy birthday, America!! 🇺🇸🇺🇸🇺🇸 There has never been a better time for nuclear energy. The Second Atomic Age has begun, and this one will be here to stay.
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We the Builders 🇺🇸 ⚙️ 🫡 #FREEDOMISNTFREE #CFNATION Happy 250th!
Made with AI
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Bryan Chambers retweeted
What an exciting time for Apptronik and the humanoid robotics industry. @CapitalFactory has been proud and loyal supporters for more than 8 years, and the best is certainly yet to come!
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F*ck fear. Win with Love. Spread the love ❤️‍🔥 on Wednesday with @brettahurt as we launch Love Conquers Fear: Humanity, AI, and the Age of Abundance for All, makes the case that the biggest thing holding us back isn't technology. It's fear. gatsby.events/capital-factor…
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Bryan Chambers retweeted
Heidi and I are deeply saddened by the passing of Josh Baer and the tragic plane crash in Laredo. Josh has been one of the most significant figures driving innovation and entrepreneurship across America. In Texas, he made our state a global leader. His impact was incalculable. Our prayers are with his family and the others aboard the aircraft.
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Bryan Chambers retweeted
Most investors wait for proof. @CapitalFactory bets on physics-grade moonshots before the world knows they exist. Congrats to @CasimirInc on launching out of stealth — world's first quantum energy chip, $12M oversubscribed seed, out of Texas.
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Bryan Chambers retweeted
“AngelList keeps getting cheaper and better. New products, more automation, cost goes down.” @JoshuaBaer If that matches what you’re looking for, we now support seamless fund migrations to AngelList. angellist.com/fund-migration…
I’ve been working with both @cartainc and @AngelList since they started. Carta keeps getting more expensive and crappier. Lots of mistakes, no customer service, 4% annual cost increase. AngelList keeps getting cheaper and better. New products, more automation, cost goes down.
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Bryan Chambers retweeted
LIVE: Tune in for a change of command ceremony aboard the @Space_Station. Cosmonaut Sergey Ryzhikov, who will return to Earth later this month, is handing over command of the station to NASA's @AstroIronMike. nitter.net/i/broadcasts/1yoJMPVev…
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Bryan Chambers retweeted
"Securing our world for tomorrow." Josh Baer of @CapitalFactory + Dave DeWalt of @nightdragon, sit down with @KristenScholer at NightDragon Austin. 📺 Watch full interview here: piped.video/k1fLmrFmzH8 ➡️ Follow @NYSE & Download NYSE TV App for more #FloorTalk
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Bryan Chambers retweeted
In about 9 months, Paradromics will leapfrog Elon Musk and Neuralink, and we won’t look back after that
Interview with Matt Angle, Founder & CEO of Paradromics YouTube: bit.ly/4i5IHtg Spotify: spoti.fi/41NgpwT I’ve been fascinated by the BCI (Brain Computer Interface) space for some time. I’m a strong believer that seamlessly integrating the power of computation directly into the human brain can advance humanity at an infinite rate faster than the human brain or the power of computation when not seamlessly integrated together. We are quite some time away from that vision becoming reality. Between now and then, there are many milestones that have to be achieved, and excitingly some of those key early milestones will be in solving some significant medical conditions. I’ve had the great pleasure and privilege of being an investor in Paradromics and following along on the incredible journey that Matt Angle, Founder & CEO, has been leading. Matt is a very special founder, willing to tackle a space that is amazingly ambitious, and willing to attack problems that require many, many years of dedication before you can see the tangible results - and where Paradromics' time has now arrived. The first medical condition that Matt and Paradromics are solving is enabling people who lost the ability to speak due to ALS or other conditions to speak again through a computer at conversational speeds. As someone who lost someone close to me due to ALS many years ago, it is very easy for me, and I think many others to be deeply inspired by this important first milestone. Paradromics hopes to have the first ALS patient speaking via brain to computer by year-end to create this first truly magical moment. It’s important to make the BCI space more digestible to those who are looking to learn more, as the more interest that can be generated, the faster we can achieve more life-changing milestones along the path to seamless human/compute integration. While this will be considered unimaginable by many, I strongly believe age old unsolvable questions and problems can be solved when that happens, such as why do we exist, and how can we move information and objects from point to point instantaneously. Hopefully you learn and enjoy it as much as I did recording it with Matt. Table of Contents: 00:02:26 What is BCI? 00:03:23 Origin of Paradromics 00:04:04 BCI category overview: intracortical microelectrodes vs. surface electrodes 00:05:56 Paradromics vs. Neuralink 00:10:13 Matt Angle’s personal story and his path to neuroscience and BCI 00:17:22 Angle realizes how to maximize discovery in neuroscience 00:20:35 The human brain’s computation and pattern recognition abilities 00:26:49 BCI and the brain’s numerical computation 00:28:21 BCI history: the Utah Array, 1989 00:33:25 BCI design to minimize impact on brain anatomy 00:38:45 Paradromics and the drive to maximize data and minimize technological limitations 00:42:02 Paradromics first BCI use case: speech restoration 00:45:25 Current BCI communication rates (30 - 60 words per minute) and Paradromics’ projections (conservatively 80 - 100 words per minute) 00:46:43 Paradromics is born, initial funding and NIH / DARPA grants 00:52:46 Finding the sweet spot between the amount of data and power required for analog to digital conversion 00:55:30 Compressive Sensing: converting analog brain information into digital information 01:03:30 BCI companies: intracortical electrodes vs electrocorticography (surface electrodes aka ECoG) 01:04:39 An analogy to explain this difference: microphones inside vs. outside the stadium 01:06:54 Methodologies: pros and cons of ECoG devices 01:08:20 AI and ECoG devices: data limitations vs. model limitations 01:13:27 Ideal use case for ECoG devices: diagnostics (epilepsy, neuropsychiatric conditions) 01:15:58 Intracortical BCIs: three main companies building intracortical BCIs right now (Blackrock Neurotech, Neuralink, and Paradromics) 01:18:19 Key difference between Paradromics and Neuralink electrodes: platinum iridium vs. coated polyamide threads (impacts everything from how long the device lasts before erosion to scalability of production and pricing) 01:24:03 Difference in the life of electrodes by material (threads made from polymer films about 6 - 24 months, platinum iridium microelectrodes more than 10 years) 01:24:53 Why did Neuralink choose polymer? It lends itself to their vision of mass production 01:25:08 Difference between Paradromics and Neuralink: device durability (medical device vs. “the next cell phone”) 01:33:28 Clinical trials 01:39:26 FDA application and trial process 01:42:14 Differences between Paradromics and Neuralink: bits per second, device design 01:45:20 The longer road to restoring vision 01:49:15 The difference between brain to speech and brain to vision (recording vs. stimulation) 01:51:42 What is after brain-to-speech for Paradromics? Tackling mental illness 01:55:42 Beyond mental illness — higher cognitive interfaces. For example, spatial (or ninja) awareness. In the far future, the ability to tap in at a deeper level — we’re just scratching the surface. 01:59:11 Connecting BCI and robotics (prostheses and exoskeletons) 01:59:45 How far are we from dexterous control using functional electrical stimulation? Robotic control of prostheses will likely come first 02:04:29 Changing the notion of getting older: instead of knee surgery, why not two new prosthetic legs? 02:07:09 How do we close the gap between BCI and prosthetics / exoskeletons? 02:09:46 Brain stimulation, hearing restoration, touch restoration 02:12:28 The bigger picture: brain stimulation is ripe for discovery 02:17:11 BCI and the field of mnemonics (the mind palace analogy) 02:19:46 Building the Paradromics team — what drew people to Paradromics? 02:23:05 The evolution of Paradromics as a company 02:25:40 Paradromics partnership with NEOM: a BCI center of excellence
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Bryan Chambers retweeted
Natural conversation includes interruptions and talking over people, which is hard for an LLM to model as a single autoregressive sequence. I’m sure you can get pretty far by creating a text sequence with movie-script like breaks mid sentence, but it seems like the real solution would involve parallel streams of listening and thinking with talking queued up for pauses or rising to an interruption priority. Intermixing tokens from different streams and doing something custom with attention seems plausible.
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Bryan Chambers retweeted
Successful @BoostVC team offsite 👉 Austin, Texas 🔥 Epic tours of the HQs of @fireflyspace 🚀, @thesmartcoop 🐔, @CapitalFactory ⚙️ and a new stealth Housing Company 🏘️
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Bryan Chambers retweeted
🤠🚀🦾🧬 Austin Bio & Health showed up & spoke out today. Health Supernova was a powerful snapshot of the momentum building here. I had the privilege of keynoting alongside Steve Hahn, Charles Taylor, and @MichaBreakstone to explore and dissect Austin’s rise as the Bio & Health frontier. Stay tuned as our full conversation will drop in the coming weeks on Austin Next. Other big signals from the day: • @scekker, @ClausTorpJensen, and Travis Laird are sketching out a future AI-native hospital at @DellMedSchool. • @jani_tuomi Chris Ellis, Anthony Gabriel, and @casiomac are showing how to disrupt and rebuild the Business of Health • @Matt_R_Angle, Connor Glass, and @RamsesAlcaide reminded everyone why Austin is the neurotech capital And that was just the beginning. Huge thanks to @BryanDChambers, @JoshuaBaer, @DrewYashar, @DrLuisEMartinez, Nicole Moughrabi, @HaleyEGuerin & the entire @CapitalFactory crew for the invite and making it happen. What’s Next? 🤠🚀🦾🧬
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Bryan Chambers retweeted
Excited to announce @colossal has brought back the dire wolf.
TIME's new cover: The dire wolf is back after over 10,000 years. Here's what that means for other extinct species ti.me/4jlJB54
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Bryan Chambers retweeted
The ultimate moonshot photo w/ @Jason_Lil_Kim, CEO of @fireflyspace, @CrainTim CTO of @Int_Machines, Tim Kopra, @NASA Astronaut and CEO of @Starlab_Space at @CapitalFactory for our 1st Space Academy. IM is on the moon, Firefly is there next week, Kopra has 244 days in space.
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Bryan Chambers retweeted
It’s a big day at Apptronik! Today, we announced a $350M Series A funding round, co-led by @BCapitalGroup and @CapitalFactory, with participation from @Google. This pivotal moment will fuel the deployment of Apollo, allow us to scale our operations, and get us one step closer to meeting global demand for humanoid robots. apptronik.com/news-collectio…
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Bryan Chambers retweeted
In 1991, one man coded for 28 hours straight without sleep. What he created transformed both gaming and aerospace engineering. The story of DOOM is wilder than you think. Here's how one coding marathon changed technology forever:
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