A really great perspective from a journalist who was actually part of the working dog program on various problems that have existed for decades and how WARHOUND can help solve these problems while also helping the animal health aspects of the programs while ensuring less dogs washout.
What a day for @chapterone:
1. @warpsciences announced (AI/robotics to develop medicines faster in US)
2. Warhound announced (@colossal & @anduriltech powered dogs for military/law enforcement)
3. @goformic raised $50m to scale physical AI across the US
We’re on one.
Proud to be investors in Warhound @chapterone.
Warhound is building a domestic supply of military working dogs and outfitting them with custom @anduriltech vests, goggles and sensors.
@BenLamm excited to build with you.
Formic raised $50M in Series B funding.
100+ facilities. 30+ states. 99.6% uptime. Now scaling physical AI onto real factory floors.
read it in @axios -
https://t.co/nf5F1WMYqq
We’re proud to welcome Robinhood Ventures Fund I (NYSE: RVI) as an investor, and glad to have their retail investors with us as we scale our Bank for America’s innovation economy.
today we're sharing @mercury crossed $1b/year in revenue
i joined 5 years ago right as we hit $10M/year and ~20k customers - the curves looked exponential, product was beautiful and people were great so I jumped in. "A 10x is just a 3x 2x 2x" @immad told me a few times
now we're powering >1 in 3 startups and defining the next era of business and personal banking through the software we build, agentic capabilities we empower, and new products in accounting/payroll/invoicing we're launching.
just getting started!
$1b in spend on the @ether_fi card, wild! I think this is one of the products that can bring crypto mainstream.
The first $100M took almost a year. The last took 22 days.
Grateful for our team and customers along the way, onwards! 🚀🚀
Fun facts: https://t.co/jN1AWRUgSI
One day soon people will wake up on @goformic & @samanfarid.
Already deployed in 150+ factories & have made incredible progress over the years.
We've been partners since 2020, and they were building in robotics & making progress before the hype.
It was fun spending some time talking about investing in @Mach_Industries and backing @ethanrthornton.
One of the most underappreciated defense companies right now, and they’re in Southern California, which makes it personal for me.
What’s public is a fraction of what’s coming.
30 days of Hard Tech: Day 7 🚀
Mach Industries with Jeff Morris Jr. (VC at Chapter One)
Mach announced their Series C at a $3.7b valuation as they expand well beyond their original vertical takeoff strike drone, Viper
"Ethan (founder of Mach) is a savant. He's 22 years old but when you're talking to him you feel like you're talking to someone who's been in the industry for 30 years."
"You meet these special founders every so often in your career and you figure out a way to get in business with them"
"It's not a secret that they have ambitions beyond pure defense... if you look at Mach as a hardware and manufacturing company, that opens up a lot of adjacent possibilities"
BULK is one of the fastest growing derivatives exchanges
A 8% compounded daily growth, on avg $350k in net OI added per day since launch
Global derivatives represent roughly $1 quadrillion in outstanding notional. At $100B+ in open interest, perps represent only around 0.01% of that scale
In the last few months Perps have already demonstrated substantial demand and price discovery during non trading hours. As more of traditional finance catches on to perpetuals, I believe capturing more than 10% of the broader derivatives market over the next few years is possible
But to get there, we (onchain) need the risk infrastructure that tradfi has spent decades developing: that allows institutions to manage complex portfolios.
SPAN is part of that history. Used since 1988 across exchanges and clearing orgs worldwide, it puts portfolio risk and eligible hedge offsets at the centre of margining
Cme's portfolio-margining programme alone averaged $8.4B in daily margin savings during 2025, with savings exceeding $10B per day at the beginning of 2026
That is billions of dollars in lower collateral requirements through better portfolio risk management
In the next few years, there wont be a distinction between trad and defi. But if we want to make that happen, we have to do better
We, as a industry should offer the beautiful features of blockchain to risk infrastructure built through decades
That is the direction we believe onchain derivatives should take to grow: recognise useful hedges, charge for the risk that remains, and account for what it would cost to close positions under stress.
Ultimately, that means helping traders use their capital more efficiently
BULK brings that portfolio-risk philosophy onchain through its own margin model. A long BTC / short SOL portfolio can receive margin credit because the positions partially offset. The credit depends on sizing, correlations and risk conditions, while leverage constraints and closeout reserves remain in place
We are so early, To bring the world of derivatives onchain, we need to learn, adapt and build a better system
For us at BULK, the job is clear: build and share the best risk systems onchain, and shove it down tradfi's throat
Over time, we want to bring that same margining philosophy to a broader set of instruments: swaps, forwards, options and other OTC derivatives, alongside interest-rate and FX futures and options
Accelerating, tick by tick.
I'm dedicating the next phase of my investing career to building the deep tech ecosystem in Los Angeles.
Last week I interviewed three @chapterone founders leading it:
@rsgharat - https://t.co/fN5BWuIKBO
@tfeldmann - @DurinMining
Ankit Ukil - Alfred
Legends in the making.
Friday night “Brisket & Beers” in Gundo.
Craziest part is how many people fly in from all over the world.
Met an operator from Germany building a manufacturing co. Big crew in from New York.
People want to be part of this.