
Chris Shaw
1.5K posts

Chris Shaw
@ChrisMelv
SVP Enterprise Risk Intelligence - Signal AI | Pioneer of external risk intelligence | Transforming enterprise risk & reputation management | SaaS growth expert


bro what




I dislike it very much when writers make characters speak with the snark of a 21st century woman.


Imagine having two titles in your portfolio that are dubbed the "grandfather" and "father" of FPS games. id Software brought us Wolfenstein 3D (1992), the grandfather of FPS games. Then followed it up only a year later in 1993 with Doom, widely considered the father of all modern FPS games, due to its massive popularity, multiplayer deathmatch, and modding community - and defining the genre's mainstream popularity to this day.


Stupidly late realization on why LLMs are so good at reasoning: human’s reasoning capability is bottlenecked by language! It’s not that languages are good at reasoning; reasoning ended up being defined by language first and foremost. The medium truly shapes the message



The Backstreet Boys told PEOPLE Magazine that they’d want Britney to make an appearance if they headlined the 2027 Super Bowl Halftime Show. "We're bringing back Britney Spears."


i’m taking part in the world’s largest human migration




I'm giving up on @Google. None of the projects I've been working on (spout2pw, obs-pwvideo, libfunnel) are searchable, you don't get the actual project sites/repos. I put up a landing page and it briefly ranked and then disappeared. DuckDuckGo has no issues. I'm switching.



The Dutch government is destroying long term compounding by introducing a 36% tax on unrealized gains. As a Dutch citizen and long term investor, I’m at a loss for words about the lack of vision behind this new tax. I normally don’t post anything politically related, but what our government is planning to do is disastrous for long term investors. This is the sad truth. Most people here start investing to protect themselves against inflation and ever rising pension ages. They’re trying to put hard earned money to work, hoping they can retire before the age of 71. And they had a real shot at that before this bill. If you started at 25 with €10,000 and contributed €1,000 every month, you could compound to €3,320,000 over 40 years. If you lived prudently, you could retire early and live off it for the rest of your life. With the new capital tax? After 40 years of compounding, you’d end up at €1,885,000. That’s a €1,435,000 difference. This tax denies generations the chance of early retirement, punishes those who take risks, and introduces severe liquidity issues for people who have been compounding successfully for years. And to what end? To fill a €2.4 billion tax hole. I’m beyond words. If you’re Dutch like me, please share this visual with fellow investors to increase awareness. Hopefully we can make our politicians understand the severity of this tax, and the breadth and depth of its destructive implications. ~ Jan


Mullvad sponsoring GrapheneOS servers is more privacy infrastructure built in a single reply than Congress has produced in a decade of "privacy legislation." They also accept Monero, because real privacy companies don't need your name, your email, or a screenshot of your homescreen.


JUST IN: 🇺🇸 Pentagon used Anthropic's AI tool Claude in military operation to capture Venezuelan President Nicolas Maduro.

“finally we got new exclusive for ps5” the game:

Our first reactor? @TungstenSeanide and I built it from Home Depot parts in three weeks. Rented a lab behind Dallas Love Field, had to rip out the ceiling panels to fit it. That machine started a multibillion-dollar company. People keep trying to throw it away. It still works. A year earlier I was 26, doing my MD/PhD, studying how pancreatic cancer hides from the immune system using chemistry. The mechanism? Cancer cells were producing hydrogen peroxide to blind immune cells. But the enzyme doing it? It was more efficient than anything in industrial chemistry. Cancer was outperforming a $6 trillion industry. A few months later, I was at a poker game in med school. Got seated next to Sean, an MIT chemical engineering PhD. He was studying hydrogen peroxide production at massive industrial scales. I told him his approach was techno-economically insane. Traditional chemical engineering: heat, pressure, heterogeneous catalysis. The whole industry operates at 20% yield and considers that acceptable. I'd just watched cancer cells hit 90%+. I was a cancer biologist. He was a chemical engineer. What if we married our two worlds? Six months later we pitched enzyme-based chemical production at MIT's 100K. We lost, taking second place for $10,000. I thought: "Either this works or I go be a doctor." So we drove Sean's Subaru to Home Depot and bought the biggest PVC pipe that we could find. They cut it so it would fit in the trunk. Three weeks later we had a leaking prototype, held together with zip ties, producing chemicals at 4x the industry average yield. That prototype made us the peroxide kings of Dallas. Two float spa owners saw our MIT pitch and shared it in their Facebook group. Suddenly we were supplying an entire niche we didn't know existed. We spent the next months driving around Houston, hand-delivering product. Made $10,000 a month from that PVC reactor. We had profitably miniaturized the chemicals industry. Same thing Nucor did for steel: decentralized production. That was 2016. Today: - Bioforges in Houston, Texas - Shipped 150M lbs of chemicals last year - DoD contracts for critical chemical precursors - Shipping container reactors deploying internationally - DOE Loan Programs Office funding (same program that backed Tesla) - Almost $1 billion raised from Founders Fund, Blackrock, Temasek, GIC, Baillie Gifford People have no idea how huge the chemical industry is. One of our customers: An 80-person water treatment company in rural America, quietly doing $250M annual revenue, with $150M spent just on chemicals. And there are thousands more like them. This is why it's a $6T market. And the supply chains are fragile. America has zero domestic TNT production until 2028. We import dozens of critical chemicals needed for semiconductor manufacturing. COVID and tariffs made it obvious: We don't make the chemicals we need to make the things we need. Much is learned in the making of things. You can read all the papers, draft business plans, theorize. But you don't know if it works until you're tearing out ceiling panels to fit a reactor and hand-delivering product to float spas at 6 AM. The gap between theoretically possible and actually manufacturable is where companies live or die. I keep finding that the hardest problems in one industry have already been solved in another, or by nature. Cancer biology solved industrial chemistry for us. Nucor proved the business model. Materials science is what unlocks Kardashev. Energy abundance needs materials breakthroughs. Defense needs domestic supply chains. AI scaling needs physical infrastructure. Physical bottlenecks determine whether we can actually build the future we're betting on. It all comes back to atoms. Here I share what I learn: the cross-industry connections, the weird market dynamics, the supply chain vulnerabilities nobody's talking about, and the (sometimes) boring technology that makes it happen. If you're building in the world of atoms, I want to hear from you. You can just do things.


“The great joy of reading is imaginative communion — the hand stretched out over history. Identity politics is a crude tool when it comes to understanding literature, even if it masquerades as inclusivity.” My latest in the @spectator






