25 year VC. Forbes Midas List. Retail Tech. Capital Markets. Scaling Companies are Pattern Matching. RT and likes not endorsements. Interested. No politics.

Los Angeles
Joined July 2009
Lets have the American people do this on their own. #laborlabels
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Jim Armstrong retweeted
Man, what an album. The sheer classical-music-like perfection of every note, the quality of every song, the way it was mixed, the performances of Delp ... It's not been matched.
50 years ago today! One of the great debut albums in history. Tom Scholz’s Rockman is legendary in guitar innovation but oh the songs and sweet sounds of grand master vocalist Brad Delp. ❤️🫡
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Jim Armstrong retweeted
In May 1970, the senior class of Little Cypress-Mauriceville High School in Orange, Texas, booked a young, local three-piece band called ZZ Top to play their high school prom. Posing on stage with their gear for the school yearbook—which humorously printed their name as Zee Zee Top—a clean-shaven Billy Gibbons, Frank Beard, and Dusty Hill were just beginning their journey as That Little Ol' Band from Texas. Rest in Peace Frank Beard. 🎸 What is your favorite ZZ Top song?👇️
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Jim Armstrong retweeted
This is one of the most beloved paintings in America, and it puts its finger on something we all pass through, first as the child, and one day as the parent left behind... The painting is Breaking Home Ties, by Norman Rockwell, on the cover of the Saturday Evening Post in 1954. A father and his teenage son sit side by side on the running board of a battered farm truck, waiting at a railway stop. A single track runs along the bottom of the picture. A ticket pokes from the boy's pocket. His suitcase is stacked with schoolbooks and wears a "State U" pennant. The train is coming to carry him off to college, away from home, for the first time in his life. Everything is in the way they sit. The son sits upright, scrubbed and dressed in his best, eyes fixed on the horizon, on the track, on the future rushing toward him. He is already half gone. For him that train is the beginning of everything. His father sits beside him in worn work clothes and scuffed boots, looking the other way, down the line, as if he cannot bear to watch it arrive. The same train means the opposite thing to him. For the son it is the start of a life. For the father it is the day the house grows quieter, the chair at the table sits empty, and the person he built his world around walks out into a life that no longer has him at its centre. Look at his hands. He is holding two hats. His own battered one, and resting on top of it, his son's crisp new one, held carefully together, because it is the last small thing he can still do for the boy... And then the dog, its head laid in the son's lap, gazing up, refusing to look away. Rockwell knew exactly what that was for: "The father couldn't show how he felt about the boy's leaving," he said. "The dog did." It has moved people for 70 years because every leaving is a beginning for one person and an ending for another. The child steps out into the world, as they should. And someone stays behind, watching them go, and loving them enough to let them go anyway...
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Impressive dialogue!
Mr. @Grok, a field research study, there is a number sequence encoded in to the optical I interpretation of this image. Most AI fail to find it. I have tested it with you and you tend to see it first or second time. What do you see. Try not to guess. Thank you.
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Jim Armstrong retweeted
On June 13, 1777, a 19-year-old French teenager landed on a beach in South Carolina, uninvited, to fight in someone else's war. He would become one of the most important men in American history. The Marquis de Lafayette was one of the richest young aristocrats in France. He had a beautiful wife, a fortune, and zero reason to risk any of it. But he believed in the American cause so fiercely that when the French king forbade him from going, Lafayette bought his own ship and sailed anyway. He literally went AWOL from a life of luxury to bleed for a country that didn't exist yet. Congress was annoyed at first. Another foreign officer looking for a paycheck? Then Lafayette offered to serve for free and pay his own way. That got their attention. He met Washington and the two formed one of the great father-son bonds in American history. Washington had no biological children. Lafayette named his only son George Washington Lafayette. He took a bullet in the leg at Brandywine and kept rallying the retreat. He was instrumental at Yorktown, the battle that won the war. He went home a hero on two continents. A foreign teenager believed in America before America did. 249 years ago today.
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Jim Armstrong retweeted
Time to get that volcano lair I’ve always wanted. I think it’s in the “Beyond” section of BB&B.
If this works, I'm treating myself to a volcano lair. It's time.
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Wow
Helpful tool for improvement. It’s just physics thinking in the limit.
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Jim Armstrong retweeted
This is probably the best look at the shockwaves I’ve seen from the latest Starship flight. Captured from a GoPro I clamped onto a proper camera to record simultaneous video. (I’ll show you the photo the better camera took in the reply)
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I just had the craziest experience at the airport. We are about to board a flight to Atlanta when the pilot from the incoming plane walks out of the jetway. Guy is probably late 50s, salt and pepper hair, military look. The kind of pilot you instantly feel good about seeing on your flight. Pilot walks over to the counter, gets on the PA system, and starts addressing everyone. “Folks, I’ve been doing this a long time. Flying one of these jets is easy. The hard part is looking at 130 people and telling them their flight is going to be delayed.” Audible groans throughout the boarding gate. Most people here are flying to Atlanta as a layover before another flight. 130 people just had their day become a complete mess. The pilot goes on. “I get it, trust me. But here’s the deal: During our landing, we had a small mechanical issue. I’m not your pilot for the next leg, but I don’t feel confident the jet’s safe to fly until we have a mechanical team look it over, and I don’t feel comfortable asking the next pilots to fly you guys until we get confirmation.” He points at the agents next to him behind the counter: “Now, none of this is the agents’ fault. Please be kind to them. I’m the one who made this decision, not them, so any inconvenience you experience is my fault. Just please know that I don’t do this lightly, and I’m only doing it because I believe it’s in the best interests of everyone’s safety.” Now this is where the story gets crazy. The pilot puts the microphone down, grabs his suitcase, and all the people in the gate… Start clapping. I’m not joking, everyone starts clapping for the guy. 130 people who just had their travel plans ruined give an ovation to the guy who made the decision and delivered the message. All because he addressed them with decency and transparency, took ownership of the decision, made it clear that it was necessary, and explained why it was in everyone’s best interest. It’s honestly one of the best examples of strong communication—of strong leadership, for that matter—that I’ve seen in a long time. @Delta, whoever your Atlanta to Wichita pilot was this morning, he’s one of the good ones. Please tell him the delayed passengers of flight 1637 appreciate what he did.
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Jim Armstrong retweeted
Oof.
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Jim Armstrong retweeted
If I ever win the lottery I won’t tell anyone but there will be signs
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Jim Armstrong retweeted
In 1948, a 32-year-old at Bell Labs published a paper nobody fully understood. Engineers found it too mathematical. Mathematicians found it too engineering-focused. One prominent mathematician reviewed it negatively. That paper - "A Mathematical Theory of Communication", became the founding document of the digital age. The man was Claude Shannon. Father of Information Theory. At 21, he wrote the most important master's thesis of the 20th century. Working at MIT on an early mechanical computer, Shannon noticed its relay switches had exactly two states - open or closed. He had just taken a philosophy course introducing Boolean algebra, which also operated on two values: true and false. Nobody had ever connected these two things. His 1937 thesis proved that Boolean algebra and electrical circuits are mathematically identical, and that any logical operation could be built from simple switches. Howard Gardner called it "possibly the most important, and also the most famous, master's thesis of the century." Every digital computer ever built traces back to this insight. At 29, he proved that perfect encryption exists. During WWII, Shannon worked on classified cryptography at Bell Labs. His work contributed to SIGSALY, the secure voice system used for confidential communications between Roosevelt and Churchill. In a classified 1945 memorandum, he mathematically proved the one-time pad provides perfect secrecy, unbreakable not just computationally, but provably, permanently, against an adversary with infinite power. When declassified in 1949, it transformed cryptography from an art into a science. It laid the foundations for DES, AES, and every modern encryption standard. At 32, he defined what information is. His 1948 paper introduced one equation: H = −Σ p(x) log p(x) Shannon entropy. The average uncertainty in a probability distribution. The minimum bits required to encode a message. Three things followed: > He defined the bit - the fundamental unit of all information. His colleague John Tukey coined the name. > He proved the channel capacity theorem, every communication channel has a maximum rate of reliable transmission. You can approach it. You can never exceed it. > He unified telegraph, telephone, and radio into a single mathematical framework for the first time. Robert Lucky of Bell Labs called it the greatest work "in the annals of technological thought." Where his equation lives in AI today: Cross-entropy loss - the function training every classifier and language model, is derived directly from H. Decision tree splits use information gain, which is H applied to data. Perplexity, the standard LLM evaluation metric, is an exponentiation of cross-entropy. Every time a neural network trains, Shannon's formula runs inside it. He also built the first AI learning device. In 1950, Shannon built Theseus, a mechanical mouse that navigated a maze through trial and error, learned the correct path, and repeated it perfectly. Mazin Gilbert of Bell Labs said: "Theseus inspired the whole field of AI." That same year he published the first paper on programming a computer to play chess. He co-organized the 1956 Dartmouth Workshop, the founding event of AI as a field. The man: He rode a unicycle through Bell Labs hallways while juggling. He built a flame-throwing trumpet, a rocket-powered Frisbee, and Styrofoam shoes to walk on the lake behind his house. He called his home Entropy House. When asked what motivated him: "I was motivated by curiosity. Never by the desire for financial gain. I just wondered how things were put together." In 1985, he appeared unexpectedly at a conference in Brighton. The crowd mobbed him for autographs. Persuaded to speak at the banquet, he talked briefly, then pulled three balls from his pockets and juggled instead. One engineer said: "It was as if Newton had showed up at a physics conference." He died in 2001 after a decade with Alzheimer's, the cruel irony of information slowly leaving the mind of the man who defined what information was. Claude, the AI model, is named after Claude Shannon, the mathematician who laid the foundation for the digital world we rely on today.
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Jim Armstrong retweeted
Good for him!
Project Hail Mary writer Andy Weir on social commentary in books: "I dislike social commentary. Like… I really hate it. When I’m reading a book, I just want to be entertained, not preached at by the author. Plus, it ruins the wonder of the story if I know the author has a political or social axe to grind. I no longer speculate about all possible outcomes of the story because I know for a fact that the universe of that book will conspire to ensure that the author’s political agenda is validated. I hate that." "I put no politics or social commentary into my stories at all. Anyone who thinks they see something like that is reading it in on their own. I have no point to make, and I’m not trying to affect the reader’s opinion on anything. My sole job is to entertain, and I stick to that." "To that end, I also don’t talk about my personal political opinions publicly. I don’t want readers to even know, honestly. I don’t want that in the back of their minds as they read my stuff." Is this why he has the #1 sci-fi movie in decades?
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Jim Armstrong retweeted
I’m in complete agreement. Great coaches used to help young adults have a better future. And for 98% - there never was a pro prospect. We broke the whole system out of concern for the 1-2%.
College football's most decorated head coach Nick Saban spoke at the White House on Friday at a college sports roundtable hosted by President Trump. Saban called on lawmakers to fix issues he has seen at the collegiate level, where Name, Image, and Likeness (NIL) deals have turned the focus away from education. "How much does anybody talk about getting an education anymore? Nobody talks about it at all, which is the most important thing any of these student athletes can do in terms of enhancing their future."
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I really appreciate how it is the COST curves that are behind all decision making....great article here... The Collapsing Cost of Software Development civic.io/2026/01/29/the-coll…
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Jim Armstrong retweeted
“People are not leaving New York City because the bus fare is too high. They’re leaving because they can’t afford the rent.” If the goal is affordability, don't make the buses free; use the money to extend the subway, thereby unlocking large swaths of transit-adjacent housing.
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Replying to @bryan_johnson
Bryan I couldn’t get past step 0 because after I did it I couldn’t read step 1
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Jim Armstrong retweeted
Wally Wallington claims he demonstrated how a single person can manipulate massive monoliths, or how they could have been moved in ancient times. He claims that a pyramid could be completed using primitive tools in 25-year with only 520 workers.
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