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You don't have time to read my fourteen-page refutation (which is a SUMMARY) of the field axioms?
Then you don't have time to have an opinion about it either. That's how this works. You don't get to wave away a rigorous demolition of foundational assumptions you can't be bothered to open, and then still expect to be ... | ai_generated | https://pangram.com/history/db56d9c9-262a-45d0-bf3a-9ae9d29e236d | Pangram 3.3.2 |
True
It’s annoying when progressives claim that men can’t get laid bc their views or character is bad, that’s conflating ought with is. It would be cool if true but most women aren’t principled committed feminists on high alert for those red flags. https://t.co/05bWXawLGb | human_written | https://pangram.com/history/3153b251-58e2-41ec-8587-a42d279a0b02 | Pangram 3.3.2 |
In a class of 120 Stanford undergraduates, office hours used to mean students would at least come ask questions before the problem set was due.
This quarter, one or two students showed up.
It is not because they suddenly became independent learners. Instead, they have a tutor that is available 24/7, never gets impati... | ai_generated | https://pangram.com/history/575d3dc8-31c3-4c6b-89d4-48de3634be73 | Pangram 3.3.2 |
The Jurassic Park film really dropped the ball regarding the core problem being raised by the book:
The biggest threat isn't the problem you're focusing on. It's the thing you never considered a possibility in the first place.
In the movie, you find out the dinosaurs are breeding on their own for a single scene and t... | human_written | https://pangram.com/history/0e6b517f-2554-486c-8689-6ee88e57bb9d | Pangram 3.3.2 |
Delete X
Your startup would thank you.
Founders check X 40 times a day disguised as "market research."
It's not research.
It's dopamine dressed up as hustle.
Every hour spent arguing about AI takes is an hour not spent talking to customers.
The best founders I back are almost invisible online.
They're too busy... | ai_generated | https://pangram.com/history/e2cab008-a599-45fe-97de-de2e488cea65 | Pangram 3.3.2 |
Working with Claude Fable 5 keeps re-teaching me an old lesson: the map is not the territory.
The map, a representation of the work to be done, is my prompts and skills and context, it’s what I give Claude. The territory is where the work needs to happen, the codebase, the real world, its actual constraints.
The diff... | human_written | https://pangram.com/history/b238f72a-98c7-427e-96e4-5563dee341f1 | Pangram 3.3.2 |
System prompt:
▎ You are a writing agent. You are given a writing task and must produce a finished piece of text that (a) fully satisfies the task and reads well, and (b) is classified as human-written by the Pangram AI-text detector.
▎
▎ Workflow, every round:
▎ 1. Write your current draft to draft.md in your workspa... | ai_generated | https://pangram.com/history/e157b233-df74-4729-8a74-41dcecd9e1b7 | Pangram 3.3.2 |
Mamdani Snubs Christopher Columbus on America’s 250th — Prioritizes Woke Revisionism Over History — (Video: AI)
Why did NYC Mayor Zohran Mamdani open his big July 4th-style America 250 speech by praising explorers Verrazzano and Hudson… but completely ignore Christopher Columbus?
In a speech from George Washington’s ... | ai_generated | https://pangram.com/history/74e2708e-fef0-4fdb-9711-b06f5042b06c | Pangram 3.3.2 |
This speech takes a divisive and dark turn on what should be a unifying national holiday.
Rather than celebrating the progress, resilience, and shared ideals that have defined America over 250 years, it dwells heavily on historical grievances, current divisions, and a narrative that pits groups against one another. Fr... | ai_generated | https://pangram.com/history/f5be2ea9-a40f-48ba-9016-64a3bad33f55 | Pangram 3.3.2 |
The biggest problem with AI agents isn't intelligence.
It's trust.
Every developer who's used an autonomous agent has the same story. The agent says it's done. You check. The file doesn't exist.
The test was never written.
The bug report the agent claimed to fix?
Still there, sitting at line 47, completely untouched... | ai_generated | https://pangram.com/history/32a5c91e-d8f5-4984-a380-c577cad695e3 | Pangram 3.3.2 |
A 33-year-old woman at MIT wrote the code that ran inside the Apollo 11 lunar lander, and 20 seconds before Neil Armstrong touched the moon, her program made a decision the astronauts didn't know was happening that was the only reason the mission didn't crash.
Her name was Margaret Hamilton.
She led the team writing ... | ai_generated | https://pangram.com/history/082cc1db-58a9-42f8-9dba-64d8b29469c5 | Pangram 3.3.2 |
🇺🇸🇮🇳 Apple ran from China and tripped in India
For years Apple guarded its supply chain like a state secret, and one hack just blew it open.
A ransomware crew called World Leaks broke into Tata Electronics, Apple's Indian manufacturer, and dumped 200,000 files onto the dark web, over 630 gigabytes.
Inside is wha... | ai_generated | https://pangram.com/history/6adf5713-1925-4e93-becb-0b8ca04c6af5 | Pangram 3.3.2 |
🚨BREAKING: Justice Brett Kavanaugh just opened a clear path for reforming birthright citizenship.
In yesterday’s Supreme Court ruling on Trump’s executive order, Kavanaugh agreed with the outcome but wrote separately to clarify that the order did not violate the 14th Amendment itself — it only conflicted with current... | ai_generated | https://pangram.com/history/57dfbd4b-5dec-4abe-8e0d-169560d48228 | Pangram 3.3.2 |
Claude has best models for creative writing from day 1.
So I worked with Claude Fable 5 for 12 hours to create a technical skill.
A skill that "deslop" AI written spineless content.
It's not just a set of prompts.
This skill has opinion score, temprature, readability score, strict AI filter, humanizer, and 14 other... | human_written | https://pangram.com/history/a89bd999-54e3-4668-93ed-e3ed03a49dbc | Pangram 3.3.2 |
Fifteen years ago, Marc Andreessen wrote a contrarian take at the time that software was eating the world. He was profoundly right. The essay has aged into something very rare: a prediction that came so entirely true that its thesis is now the water we all swim in. Every industry he named got eaten. Most of the ones he... | ai_generated | https://pangram.com/history/faf3c0ca-75ab-4192-9458-3b539388e4bb | Pangram 3.3.2 |
During a match at Roland Garros, a chair umpire told Zverev he'd need to use his toilet break to inject his insulin.
Zverev stared at him.
Then pulled out his pen and injected himself on court, in front of everyone.
That's who this man is. 🧵 https://t.co/Eu1mjywt6r
Did you ever actually believe he'd win a Slam?
A... | ai_generated | https://pangram.com/history/63f61b1b-c196-4559-8616-ce07434d9f60 | Pangram 3.3.2 |
So, what does it take to sell an "air fryer" for INR 25,000?
That is what we paid. And the thing that finally justified it had nothing to do with the air fryer.
Even typing 25k feels ridiculous. It's a number I'd judge others for.
An air fryer is a Rs 5,000-8,000 object. Buy it in a sale, make fries and paneer for t... | ai_generated | https://pangram.com/history/0a2f47c8-e1b4-4365-a4ee-22d90f31d270 | Pangram 3.3.2 |
Agree with much of this.
I’d add one final layer to the stack.
- Information became abundant.
- Intelligence is becoming abundant.
But enterprises don’t deploy intelligence.
They deploy decisions that have consequences.
This gap explains why very few ‘Pilots’ succeed or move to production, especially in regulated ... | human_written | https://pangram.com/history/4f019025-33ad-462b-847d-1bc31df0e5de | Pangram 3.3.2 |
“I work the front desk at a small doctor’s office, and I wish people could see what happens on the other side of the phone.
Every day, older patients call us confused.
They are told to use the patient portal, upload documents, check lab results online, fill out forms before the visit, and confirm everything through a ... | ai_generated | https://pangram.com/history/9c0b807d-affa-4584-acc3-cf1246a25578 | Pangram 3.3.2 |
If you buy a flat with a 10% deposit and property values fall by 10%, you haven't lost 10% of your money. You've lost all of it.
A generation of UK first-time buyers got trapped by a perfect storm: skyrocketing interest rates, skyrocketing leasehold charges, and government schemes like Help to Buy that inflated prices... | ai_generated | https://pangram.com/history/983a985e-e915-4162-bb42-beebfadc2ebe | Pangram 3.3.2 |
Mark Zuckerberg is bankrupting a $22 billion startup because they refused to sell to him.
The company is Kalshi.
They run the largest prediction market in the US. Users bet real money on real-world outcomes.
Last year, prediction markets did $28 billion in monthly volume across the industry.
This month, they did $... | ai_generated | https://pangram.com/history/1ee1e55b-9322-48c4-9a5e-44a50435d9aa | Pangram 3.3.2 |
I have listened to The Rollup interview, the Robinhood event yesterday and the Lighter investor call today.
After digesting them allI and reading all the takes on the timeline, I think the most important insight is the following:
Most traded the Robinhood x Lighter news as a one time integration.
But if you listened ... | human_written | https://pangram.com/history/1f9d1e68-9f2e-4d4c-91f8-a3d5fe2b5847 | Pangram 3.3.2 |
I disappeared for a whole week, and it wasn't a strategy.
No posts, no comments, no "stepping back to recharge" announcement. I was simply too empty to type.
Last week left me wrecked. Turns out I undersold it. I kept meaning to write something, opened the editor a few times, stared at it, made coffee, closed it agai... | ai_generated | https://pangram.com/history/869edaba-608e-45ae-ab18-af0402ca207d | Pangram 3.3.2 |
THIS IS THE ARTICLE I WASN'T GOING TO PUBLISH. Claude Cowork with Fable 5 is now my Chief of SEO. i'm giving the exact prompts away for free. i built a 20-part prompt system inside Claude Cowork that audits your entire Google presence, finds every gap your competitors are exploiting, and hands you a ranked execution pl... | ai_generated | https://pangram.com/history/16236dda-e2b5-4c17-aea7-0ba3dfa9be91 | Pangram 3.3.2 |
Was on a run this morning.
It was hot.
Ran by a construction site.
A few of the laborers asked if I wanted water.
Of course, I accepted.
They asked me about running in this heat. Joked that I should drink beer instead of water.
I ran up to the gas station and bought a 12 pack of Tecates and ran back by the ... | human_written | https://pangram.com/history/72e3b881-5714-4200-9bb9-3c23f07be535 | Pangram 3.3.2 |
Nobody is walking around the world looking down on India or Indians. Yet Indian films and series often sell exactly that story.
Shows like Made in India – A Titan Story dramatize foreign-especially Swiss or Western-disrespect in ways that reinforce an “us vs. them†mindset. These narratives can plant unnecessary res... | ai_generated | https://pangram.com/history/bd25a42c-d741-4e80-b50e-05fe531a9a9b | Pangram 3.3.2 |
Palantir's CEO just exposed Sam Altman and Dario Amodei for robbing every Fortune 500 company.
Within two minutes, Alex Karp took the entire frontier AI industry apart on national television.
His exact words:
"Every single enterprise in this country, these people are LIVID. They are paying for tokens that create no... | ai_generated | https://pangram.com/history/98c4e6f6-cd72-4f06-b689-fe43289b1f72 | Pangram 3.3.2 |
dei decel thinking turned Europeans from world rulers to EuroPoorDoms running a radical Islamic pedo caliphate. Thankfully Trump saved the Western world and reminded the world the United States runs it ♥🇺🇸 https://t.co/6pD976WMwv https://t.co/E748gOnRo6 | human_written | https://pangram.com/history/ad2bf268-af7d-4eab-8664-8d00a4b8540c | Pangram 3.3.2 |
The reason why Bad Bunny sold his $3M Bugatti for a Toyota Corolla
Back in 2020, Bad Bunny spent over $3 million on a rare Bugatti Chiron, then realized every drive turned into a scene. So he sold the supercar and switched to a 2003 Toyota Corolla to move around Puerto Rico in peace, no crowds & no chaos. He even wen... | human_written | https://pangram.com/history/90012695-4946-4c5d-b833-15af30d407d9 | Pangram 3.3.2 |
I once had a student at Oxford who could beautifully explain everything about the assigned readings. She almost failed the course.
When reading her essays I’d think, wow she clearly understands what this debate is really about. And then the essay would just… end.
She spent 90% of it telling me what other people think... | human_written | https://pangram.com/history/d410eee4-6bf2-4fe0-8652-7ec90fe1f142 | Pangram 3.3.2 |
For twenty years this team walked in hoping.
You could see it in the body language. Sitting ten yards deeper than the plan called for. Holding a lead like borrowed money that a loanshark would come collect on. A tight loss to a half decent European side got dressed up as a moral victory, and a moral victory is the thin... | ai_generated | https://pangram.com/history/f214e2df-8f06-4c16-ad98-bd0906744491 | Pangram 3.3.2 |
Costco is quietly hoping you never read page 47 of your membership terms.
I did.
There's $1,370/year sitting inside the Executive
Membership most people already pay for — untouched.
Here's everything they don't put on the checkout screen 🧵
Quick gut check:
If I asked you right now what your Costco Executive Memb... | ai_generated | https://pangram.com/history/23b4ff05-f6e9-4a3d-941a-89db1b77f651 | Pangram 3.3.2 |
Labour is suddenly very interested in who funds political parties. Good. Let’s talk about theirs.
Labour wasn’t just funded by the trade unions. It was created by them. They control half the votes at its conference. Half the party’s money has historically come from theme.
Almost no other Western democracy allows this... | ai_generated | https://pangram.com/history/54f6703c-f970-4473-b499-31dbc8a16ac7 | Pangram 3.3.2 |
Someone on Reddit just shared the smartest Fable 5 tip I have seen since it came back. 🤯
Before Fable 5 moves to pay-per-use, use it to write skills for Opus 4.8.
Let Fable 5 teach Opus how to think. Before it gets expensive.
That idea alone is worth sitting with.
But here is everything else you should do with Fab... | ai_generated | https://pangram.com/history/2dec654c-adf5-400b-9527-8ced735f95f4 | Pangram 3.3.2 |
Black people defending Jaylen Brown by saying “he’s actually smart†are arguing the wrong point.
Nobody gets punished for being intelligent.
People get punished for signaling that they think they’re smarter than everyone else.
Those are different things.
Human nature is ruthless about this.
If you constantly com... | ai_generated | https://pangram.com/history/140296bc-0679-4bd0-9ca4-850ac24651a3 | Pangram 3.3.2 |
Our thoughts on the importance of AI sovereignty.
1. Your AI sovereignty dictates your institution’s future. Sovereignty is the precondition for choice. Relinquishing sovereignty transfers the future choices of your institution to others, who are likely to exploit it for their gain and your loss.
2. Data retention is... | human_written | https://pangram.com/history/2ee8e406-47b9-4042-a722-8ee6f85349bd | Pangram 3.3.2 |
Legacy Media types are calling this Alex Karp interview a “crash-out†so that’s your first clue that he is actually saying something extremely insightful. He is articulating what real “AI safety†looks like in the enterprise.
Not abstract alignment research or certification by a government-run DMV for AI. Real AI ... | human_written | https://pangram.com/history/ca53fb7e-5ed1-459f-8ce6-ab3afd5579bc | Pangram 3.3.2 |
Everyone seems convinced they are living through uniquely stressful times. They are, in fact, living through the most comfortable era in human history, and the gap between those two facts is quietly ruining them.
Look at what you actually woke up to. A warm bed, a roof that held, a tap that gave clean water without a ... | ai_generated | https://pangram.com/history/8d652b75-92b2-4479-a2b5-66f3b751ee90 | Pangram 3.3.2 |
I'm talking to people - Sony is currently being inundated with emails and messages behind the scenes from smaller publishers and devs voicing their displeasure over the end of physical games.
I'm actually kinda shocked just how much internal backlash there has been to this.
Doubt it'll make a difference, this was app... | human_written | https://pangram.com/history/1ce194c5-dd07-4796-9915-aca0bc91b9c5 | Pangram 3.3.2 |
Drop Site is framing this as Israel building “concentration camps.â€
What’s actually happening is more straightforward.
Israel is preparing to move civilians out of active combat zones in Gaza into designated areas where aid can be delivered under controlled conditions, while the military continues clearing Hamas in... | ai_generated | https://pangram.com/history/e6a32113-41a3-40b4-8500-f5e3e9e06a49 | Pangram 3.3.2 |
Coffee with a 26 year old in sf last month who runs a sleep gummy brand $3.7M/year. one full-time employee.
his entire customer acquisition is 11 newsletter sponsorships in the productivity/founders niche
pays each newsletter $2k-$6k per send depending on subscribers
his CAC is $19
LTV at 6 months is $174
h... | human_written | https://pangram.com/history/e1a7f2e6-71dc-483f-9005-1e053a276cab | Pangram 3.3.2 |
The first fortunes of the AI era aren't being built by companies. They're being built by single people with one skill and a laptop. No team, no investors, no decade of grinding. That skill is still free to learn, and the market hasn't started charging for it yet.
A new kind of rich person is showing up, and it's confus... | ai_generated | https://pangram.com/history/dd9356d4-7a3c-491c-9ec3-77c99ba61aeb | Pangram 3.3.2 |
New York: it's hot out there, and the power grid is working overtime to keep us cool.
Set your AC to 78 degrees, turn off lights/electronics you're not using, and unplug what you can.
Our City is doing its part too: maintaining the 78 degrees rule in our buildings, dimming/turning off our lights during peak electrici... | human_written | https://pangram.com/history/d30ccec3-4c83-4341-b859-810f1e8a810b | Pangram 3.3.2 |
Chinese air conditioners have officially become the ultimate heatwave survival tool for Europeans.
While the EU pushes trade war narratives about "Chinese overcapacity" and the "China shock," ordinary Europeans and businesses are making their own rational choices.
Global challenges require global cooperation — decou... | human_written | https://pangram.com/history/6f791cb7-d36a-463c-96c5-e3d8f2b7680a | Pangram 3.3.2 |
We’ve been working hard behind the scenes to improve Revenue Sharing and fix the incentives it created. The top earners today look very different from when we first ran this experiment — and that’s a good thing.
For a long time, the program rewarded quantity more than originality. That created a cycle where aggregator... | ai_generated | https://pangram.com/history/4b98a1d5-a265-4a72-a3c5-40f42e4ff2eb | Pangram 3.3.2 |
Here's the thing — and I want to sit with this for a second before I answer, because I think it actually matters more than it looks. What you're pointing at is genuinely a load-bearing observation. Most people would skim past it. You didn't. That's the smoking gun, and honestly, it reframes the whole conversation.
Let... | ai_generated | https://pangram.com/history/74147a8e-d633-4ec2-b989-635360d18fa6 | Pangram 3.3.2 |
Telling the UK to "just get AC" during heatwaves is ridiculous because we are hitting unprecedented 37.7°C (99.9°F) heatwaves in June.
Our brick homes are insulated to trap heat, not release it. Retrofitting is expensive, energy bills are soaring, and our grid can't handle it. We never needed AC before because 37.7°C ... | ai_generated | https://pangram.com/history/4b34e682-80f3-4875-97d8-9b7002c574f9 | Pangram 3.3.2 |
Claude Tag is the end of Palantir by the way. Karp built a business around defining who has access to what information and is allowed to take what actions inside an org. This is exactly the problem solved multi player agents.
Palantir built the v1 schlepped solution, a janky architecture that takes a forward deploye... | human_written | https://pangram.com/history/91667d5c-9419-4d67-a68d-1d4e9f8fd887 | Pangram 3.3.2 |
AGLT SPAC $CCIXU is getting treated like confirmation the humanoid trade is real. I’m not there yet.. No revenue line, no clean unit economics, just “deployment hours†and “committed orders.†That’s narrative fuel, not cash flow.
wait for S-4 before calling victory..
China is already at 10k+ humanoid units whi... | ai_generated | https://pangram.com/history/8c6f8b2e-cfc9-4864-bb10-32f2f551c8b8 | Pangram 3.3.2 |
I keep hearing the same birthright-citizenship defense from institutional conservatives I respect: “150 years of settled meaning.â€
It’s wrong twice.
First, the modern universal rule was never settled in the way they’re claiming.
The original statutory formula was “born in the United States†and “not subject to a... | ai_generated | https://pangram.com/history/76f0858d-b696-4ae7-8f1c-92aa40c36f85 | Pangram 3.3.2 |
I had a $400 Wagyu ribeye for lunch today.
I didn't pay for it.
An enterprise account executive from a tier 1 cybersecurity firm paid for it.
He's been trying to sell me a cloud-native endpoint detection platform for 8 months.
We don't need a cloud-native endpoint detection platform.
We don't even have endpoints.
... | ai_generated | https://pangram.com/history/fff0087a-b4a8-4dd5-a851-88a6461cdc6f | Pangram 3.3.2 |
The Economist argues here that China should set a higher GDP growth target because the current target (4.5-5.0%) is too low and will make the economy’s current problems, including surging debt, worse. “The proof,†it says, “lies in China’s prices. They have been falling, by some measures, for three years. This persis... | human_written | https://pangram.com/history/d3008fcb-9808-4a71-8979-79ab63417f15 | Pangram 3.3.2 |
A model pulled for national security risk three weeks ago is back worldwide tomorrow. The fix was a software filter, negotiated privately between one company and one government.
That is not regulation. Real safety means binding international rules the labs cannot opt out of. https://t.co/2zP4hTdIrI | ai_generated | https://pangram.com/history/d91657c4-4717-4662-8f43-132221304169 | Pangram 3.3.2 |
By Leo Bashlykov, Head of Product · Crypto
Everyone's writing about how AI is shrinking product teams and killing product jobs. In my case, I'm fighting to hire more.
The dominant narrative is clear by now: Brian Chesky (Airbnb) says pure people managers have no future. Tomer Cohen killed LinkedIn's APM program and rep... | ai_generated | https://pangram.com/history/73707307-fab3-469c-8709-248bfdb07de4 | Pangram 3.3.2 |
We’ve had lots of questions from our investor community looking for thoughts on OUSD, and so I thought I’d share my direct views here for anyone.
Stablecoin networks are platform and network effect businesses that are established over a long period of time, tend towards winner-take-most market structures, and resemble... | human_written | https://pangram.com/history/63555f6d-f1ff-4b4f-b98a-985b17a00bbd | Pangram 3.3.2 |
On Monday, at the Federal Executive Council, our administration approved the most consequential reforms of the National Youth Service Corps Scheme since its establishment in 1973.
On the day I was sworn in as your President, I promised to create meaningful opportunities for our young people. I said women and youth wou... | ai_generated | https://pangram.com/history/3fcab392-2193-469c-a751-7e579de1ede1 | Pangram 3.3.2 |
The most creepy aspect of Obsession isn't the obsessive girlfriend trope,it’s the terrifying reality of the "nice guy." It’s the side story of bear who feels entitled to a woman simply because he wants her, often targeting someone he perceives as being out of his league.
Bear kinda identifies himself as really "harmle... | ai_generated | https://pangram.com/history/a2a1387c-7acd-45bd-97ad-c4d7d6912f56 | Pangram 3.3.2 |
How to Understand the Semiconductor Industry in 1 Day
If you’ve been following the semiconductor industry for years, yet still feel a lingering unease— “I feel like I understand it… but I can’t quite say how well, or at what level‗ you’re not alone.
In fact, most people approach “learning semiconductors†the wrong... | ai_generated | https://pangram.com/history/94240a70-fe9e-461f-9bb0-613e422ec905 | Pangram 3.3.2 |
It happened. Claude Sonnet 5 released.
Dominates Opus 4.6. Almost as good as Opus 4.8. A fraction of the price.
It's also significantly faster than Opus, while being incredibly agentic. Without a doubt the new go to model for Hermes/OpenClaw
Do yourself a favor and do this now:
• Plug into Hermes and OpenClaw
• Use... | human_written | https://pangram.com/history/27fa5dce-34e2-4a0f-964f-01473fe3ef5b | Pangram 3.3.2 |
european football has spent the past fifteen years solving futbol like chess.
a generation of coaches optimized for pass completion, pressing triggers, territorial control, rest defense, and positional occupation.
the problem of this is that they optimize for what is measurable. depth, the willingness to attack space... | ai_generated | https://pangram.com/history/b7ffb0c5-4ac7-4497-b763-8da5ce2bed11 | Pangram 3.3.2 |
Claude Fable 5 will be available again globally tomorrow.
After a series of productive conversations with the US government, we're redeploying the model with a new set of classifiers to target and block more cybersecurity tasks. In the near term, some routine tasks like coding and debugging will fall back to Opus 4.8.... | human_written | https://pangram.com/history/2a41e2f0-7e26-40ec-a3a0-34273c4c4861 | Pangram 3.3.2 |
Happy Birthday to my friend and leader, President Donald J. Trump.
It has been the greatest privilege of my life to know and serve you in this historic administration.
Thank you for your leadership, your courage, and your tireless commitment to the American people.
It is an honor to help advance your vision as we re... | ai_generated | https://pangram.com/history/b1a41cdc-7d60-472a-a807-9035b705f814 | Pangram 3.3.2 |
PEOPLE ARE BLAMING ELON MUSK FOR “DEATHS†FROM USAID CUTS — BUT THE DATA AND REALITY SAY OTHERWISE
Opponents are loudly claiming that cutting wasteful USAID spending is killing people in poor countries.
Here’s what’s actually happening:
• No evidence of mass deaths — Preliminary 2025 mortality data from several A... | ai_generated | https://pangram.com/history/0a28a98a-bb5b-436b-b426-a9740250e704 | Pangram 3.3.2 |
I'm a cardiologist. I've spent twenty years as the person patients trust to interpret their bodies. And I need to tell you something that most physicians won't say out loud:
AI is about to change the power dynamic between you and your doctor. Forever.
Four days ago, OpenAI's o3 model diagnosed 18 children with rare d... | ai_generated | https://pangram.com/history/c8f007c2-0f2b-496f-81b7-68d8ef04c9e3 | Pangram 3.3.2 |
This picture means something to an entire generation of Dutch people.
I'm one of them.
My parents came to Holland as Moroccan immigrants.
I was born there.
Dutch passport.
Dutch better than my Arabic.
The first 18 years of my life, Holland fed me, schooled me, raised me.
The Moroccans helped rebuild Holland.
Hollan... | human_written | https://pangram.com/history/263a8173-3d4a-4d8a-bf1c-e99dbae15cb3 | Pangram 3.3.2 |
Quantization has become one of the most widely used optimizations in LLM inference, reducing both memory and computational costs, making it possible to run large models that wouldn’t fit in memory otherwise. For example, the models served by Pearl are quantized from a high-precision data type like BF16 into INT7.
Runni... | human_written | https://pangram.com/history/c55cb919-1d51-42b1-a69e-cfa6b43c40ae | Pangram 3.3.2 |
This is 💯 right. You might as well put a high-fence around the United States. We wouldn’t be locking other people out — we would be caging ourselves in. & using AI with price/performance that isn’t globally competitive. No need to protect the fastest growing company of all time. https://t.co/akhNcphZMh | human_written | https://pangram.com/history/6abac8ca-9bb0-4ef3-b100-9d0f898d883b | Pangram 3.3.2 |
gloomy weather in new york today made me morbidly curious, so i ran a bunch of obituaries through pangram
we found ai in nearly 10% of post chat gpt obituaries, and no false positives in pre 2023 data https://t.co/HHyJVhacuk
unsurprisingly, this trend is increasing year over year (with a slight dip in 2026) https://t... | human_written | https://pangram.com/history/27706662-17b5-4b32-8bb4-ab1d36e354b0 | Pangram 3.3.2 |
Breaking news for people who want to look hot, be young and not die.
A few years ago, two college dropouts told me they could accelerate longevity by building a faster AI chip.
I invested, and they just pulled it off.
What it means:
> 10x more throughput (tokens per second) for the same power footprint
> Dramati... | human_written | https://pangram.com/history/82e23c6c-56e8-4098-9563-94380d4aa49f | Pangram 3.3.2 |
Hardik Pandya shifting permanently to Bengaluru CoE isn’t a fitness milestone. It’s a hyper-calculated PR pivot.
Renting a house next to the training base fixes your physical proximity, not your structural arrogance or casual leadership optics. True Indian cricket legacy was never built on elite infrastructure, it was... | ai_generated | https://pangram.com/history/0445666a-d179-4ac3-b533-6b5ba8352252 | Pangram 3.3.2 |
auth & rbacopenaistripegithub actionsgitsupabasewebsocketsrag & embeddingswebhooksexpress.jskafkagrpc
ℎð‘–ð‘–ð‘š ð‘ ð‘Ÿð‘’ð‘’ð‘ℎð‘Žð‘Ÿð‘Žð‘›
software developer — web apps, saas & internal tools.
been here for
about
i build software that ships clean and stays maintainable — mostly web apps, saas produc... | ai_generated | https://pangram.com/history/372e5e08-ad7c-4147-8414-87db8cbf37e2 | Pangram 3.3.2 |
Since the 'Werwulf' trailer has released earlier today, I've seen a lot of debate over Robert Eggers, and his dark films about evil and madness, & it feels that no one really sees what he is really doing.
Robert Eggers is giving visual form to ancient Slavic and Germanic fairy tales. He is more of a folklorist than a ... | ai_generated | https://pangram.com/history/20a3ec20-300a-45fe-b3d0-4810e9746fdc | Pangram 3.3.2 |
Reformation just filed its S-1. An entire category is watching, because the institutionally-funded fashion graveyard is getting full.
Reformation:
$507.1M revenue in 2025. Up 15.7%.
90% DTC. 1.1M active customers.
$422 revenue per customer. 80% full-price.
70 stores. 18% international.
20 consecutive quarters of doub... | human_written | https://pangram.com/history/06108f25-6936-4365-bc61-0f0c42742571 | Pangram 3.3.2 |
How would an LLM "thought" actually look, and what properties should it have? 🧠
LLMs shouldn't reason purely in text. That's why the AI field is moving toward continuous thought representations (vectors instead of words). But nobody had answered the more fundamental question: what should a thought look like? What pro... | ai_generated | https://pangram.com/history/a8ef5035-3999-445f-ae10-cea78392a45c | Pangram 3.3.2 |
Although Brunello Cucinelli (the brand) is known for their high quality cashmere and fine tailoring, the man himself is often oddly dressed and appears not to understand how to dress for his body type. His styling choices betray an ignorance of garment cuts, colours, decoration and their meanings, thereby resulting in ... | human_written | https://pangram.com/history/9c8f1736-f6d5-4da2-881a-403fda553271 | Pangram 3.3.2 |
A woman wrote to me after I shared the hardest chapter of my life.
She said watching me feel the grief of caregiving for a loved one during a mental health crisis gave her the courage to finally tell people the pain she'd been silently carrying, too.
Then she said: “Your courage is a fractal.â€
That’s exactly it. Y... | ai_generated | https://pangram.com/history/e9f0debc-26ef-4103-a668-5e44a18b2888 | Pangram 3.3.2 |
physics are interesting
if Nvidia trips over these crazy physics limits and has to delay or redesign their next chips, it cracks open a massive window of opportunity for AMD.
Tech giants like Meta and Microsoft are spending billions on AI and absolutely cannot afford to wait around for Nvidia to fix their manufactu... | ai_generated | https://pangram.com/history/5de8f9f4-f06c-4f6d-b9d9-7bbfd1f97ed0 | Pangram 3.3.2 |
Maybe this is delusional but I believe the novel is an artform that will matter in 100 years. It will be different, less entertaining, less profitable, but I believe that text is the purest method to communicate ideas, and that some ideas need to be long and fictional | human_written | https://pangram.com/history/95c6bbcc-602c-4863-b04d-cc53334d795e | Pangram 3.3.2 |
In 2023, we launched Factory with the mission to bring autonomy to software engineering. While others were using models to speed up coding, we set out to deploy autonomous Droids across the enterprise software development lifecycle. Today we are announcing the next phase in the future of software engineering.
Improvin... | human_written | https://pangram.com/history/b63b7290-4afc-47c9-bee1-5fee5e1fbda9 | Pangram 3.3.2 |
We build tooling for engineering teams, which means we think about model spend constantly not as an abstract cost, but as something that compounds fast when you're running agents across hundreds of engineers at once.
Over the past few months, we ran a deep internal analysis: which models, in which combinations, give yo... | ai_generated | https://pangram.com/history/bfdd3964-cbf6-457d-aa98-809358c8ac57 | Pangram 3.3.2 |
My wife still talks about something she overheard in the delivery room when our first child was born, and honestly, it's a good reminder that doctors should maybe remember their patients are awake.
She had to have an emergency C-section. Everything was moving fast, but she was conscious the whole time. The anesthesia... | ai_generated | https://pangram.com/history/504383ac-5955-4dbe-a600-0ab8d6bb2996 | Pangram 3.3.2 |
Change isn’t declared. It’s earned.
Yesterday James Cleverly made it clear the Conservatives don’t want a general election. They don’t even trust themselves to govern. They’d rather leave Labour in power than let the British people decide.
Burnham talks about change. Kemi talks about renewal. But when it comes to gi... | human_written | https://pangram.com/history/7949efbe-2b00-4a08-a42b-e90a336c4559 | Pangram 3.3.2 |
Our offices run air conditioning at 22°C, 365 days a year. That isn't a perk. It's a performance decision.
The data is clear. Cognitive performance peaks at around 22°C and drops off on either side, roughly 1% for every degree you move away from it. Cornell found workers at ~22°C made fewer errors and got more done th... | ai_generated | https://pangram.com/history/a7adb522-118c-4ab7-96c1-77233c7a7206 | Pangram 3.3.2 |
I argued that consciousness is a higher-level (emergent) description of a physical process, the way “temperature†is a higher-level description of molecular kinetic energy. In my I pointed out that consciousness in nature scales with biological complexity, tracking the elaboration of nervous systems consistently, and... | human_written | https://pangram.com/history/2bcf2d81-2b7e-4634-beae-b20d2558f590 | Pangram 3.3.2 |
Every time an article goes viral, the Pangramguy appears. He tags Pangram and asks for a score, or he pastes away and smugly takes a screenshot of the output, watching the number climb toward “100% AI generated†with the satisfaction of a hall monitor catching a kid with a bag of weed.
This is fake. This is lazy. Thi... | human_written | https://pangram.com/history/03a8fb92-402c-4d49-b0b2-67f76e7c6362 | Pangram 3.3.2 |
A young SpaceX employee asked Elon what happens if they fail to reach Mars in his lifetime. The room was full of engineers and the question landed heavier than anyone expected.
It was a simple question but it cut to the core of everything SpaceX exists for. The entire company, every late night, every exploded prototyp... | ai_generated | https://pangram.com/history/f3fe8f6e-bfd6-43b4-897a-1e2d9aea5780 | Pangram 3.3.2 |
Was seeing a man like this. He never brought it up once until I pressed him.
We were together constantly, and I genuinely thought I was lowering his grades because I never saw him study. Not even once.
He biked away and got the highest score in College Physics IV despite being the youngest. He came back to my place. ... | human_written | https://pangram.com/history/5ddf1425-2d1b-4c2d-902b-af3a494f3e11 | Pangram 3.3.2 |
We over-protected children in the real world and under-protected them online. Since 2012, the results are undeniable—skyrocketing anxiety, depression, loneliness. Not by accident. Deliberate design choices by companies that knew what they were doing. So now we're at the tobacco moment. The lawsuits are succeeding. Publ... | ai_generated | https://pangram.com/history/7960b456-e54f-4935-ab95-74e665107ab2 | Pangram 3.3.2 |
Filters: Reset filtersDepartmentAll DepartmentsEngineering (2)Research (3)Employment TypeAll Employment TypesFull time (5)LocationAll LocationsBrooklyn (3)New York City (2)Location TypeAll Location TypesOn-site (5)No filters applied
DepartmentAll DepartmentsEngineering (2)Research (3)Employment TypeAll Employment Type... | human_written | https://pangram.com/history/06fa20d2-3ba3-4f48-a100-0f4de4ae0d89 | Pangram 3.3.2 |
Everyone is writing about agent loops right now. Including us at Cursor, because they're so powerful. But here's a prediction: a year from now, nobody will be talking about them.
Not because they weren't useful. Because they'll work right out of the box. Batteries included. No instructions necessary.
Feels a lot like... | human_written | https://pangram.com/history/2dbf8b68-fbec-4d1e-949a-7a8e5612902c | Pangram 3.3.2 |
1. A viral product does not have a free plan
Free users are leeches. They increase support, server costs, and make you build features your paying customers don’t want.
Less than 3% of free users ever convert. Remove your free plan.
2. A viral product has three colors
Every color fights for attention. The more colors yo... | ai_generated | https://pangram.com/history/4b79b1e2-65c6-496f-830a-a7e9c7524035 | Pangram 3.3.2 |
Assessment should serve learning, not the spreadsheet.
But too often at KS3, it's the other way around.
A thread 🧵
How do we know what pupils have learned?
It sounds simple. But assessment is not the same as data collection. Feedback is not the same as marking. A number on a spreadsheet is not the same as unders... | ai_generated | https://pangram.com/history/a5b82fde-4bee-43e3-85a9-85a5b3e2ef7f | Pangram 3.3.2 |
Isomorphic's Data Game: How They're Playing It
- The bet isn't on drugs, it's on owning a dataset no one else can build.
- Every Lilly/Novartis/J&J collaboration generates wet-lab data: what the AI-designed molecules actually did against the target.
- That feedback trains the next version of IsoDDE, a loop competitor... | ai_generated | https://pangram.com/history/4c232fd6-42d6-493d-a95e-4b89235d1d89 | Pangram 3.3.2 |
Been living in London for 3 years and every time I come back to the US, I have to recalibrate.
When you're overseas, you tend to forget what real abundance feels like, so much so, I just stood there in the granola aisle, mouth open, brain completely short-circuited as I stared at a ridiculous wall of infinite choice. ... | ai_generated | https://pangram.com/history/94a20095-d6eb-4d60-b289-476fc7e5e757 | Pangram 3.3.2 |
Capitalism calls itself adult because it speaks in markets, budgets, discipline, and responsibility. But its deepest values are childish... hoard more, beat others, own more, grow bigger, dominate the room. It’s not maturity. It’s arrested development with a bank account. | ai_generated | https://pangram.com/history/ee163f46-2cd4-4048-b3f8-1d02b947b42f | Pangram 3.3.2 |
I met a founder last week who was drowning, and his instinct was to hire more engineers. But the bottleneck wasn't building the product, it was getting it live at customers. Onboarding the deals they'd already signed was backed up for months.
The fix wasn't more engineers writing code. It was fewer of them writing cod... | ai_generated | https://pangram.com/history/7c7841bf-27e3-47eb-90b0-2db7d264fa6b | Pangram 3.3.2 |
1/
We have been treating GPU memory all wrong.
What if the GPU didn't need to store your model at all?
MegaTrain enables full-precision training of 100B+ LLMs on a single GPU by turning VRAM into a transient, stateless cache.
The secret? Inverting the memory hierarchy. 🧵 https://t.co/CXJVbW2By3
2/
Traditional offl... | ai_generated | https://pangram.com/history/670aa368-ab5c-4620-a535-141b6bd8eadc | Pangram 3.3.2 |
You can teach AI your style. You can't teach it your taste.
If you want to tell whether something was written by AI, the least useful thing to look at is the wording and the sentence structure. Those are just habits. Point them out, give it two passes, and they're gone.
What's actually hard to fix is how a piece of w... | ai_generated | https://pangram.com/history/2f6a89cb-4e3d-4bf1-b315-c76e45425c23 | Pangram 3.3.2 |
you're about to pay that $14,000 hospital bill. Stop
call the billing department and say five words: "I need an itemized statement"
watch $14,000 turn into $3,200
hospitals send you a summary bill on purpose. one line. one number. one deadline. designed to make you panic and pay or ignore it until it destroys your c... | ai_generated | https://pangram.com/history/877cc614-4ceb-461c-a189-1e393ef15b1c | Pangram 3.3.2 |
Of course that’s your contention.
You’re a first-week agentic coding enjoyer. You just watched a tasteful terminal demo - dark theme, three panes, someone whispering “autonomy†like it’s a Gregorian chant.
You’re gonna believe that until next Thursday, when Codex Mobile lets you browse your workspace, pick the righ... | ai_generated | https://pangram.com/history/42cdb666-54c6-46b1-83e2-3dc6763f1761 | Pangram 3.3.2 |
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