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TL;DR of my new article: I cut my agent's memory from 218 files to 6.
The loud advice is "build a bigger memory system." I went the other way. Your memory and your instruction file (CLAUDE.md, AGENTS.md, whatever your agent loads) are the same problem: standing instructions that load every session and rot the moment y... | ai_generated | https://pangram.com/history/eb95db69-f289-47b0-9862-94a99c75d820 | Pangram 3.3.2 |
Interesting — and I appreciate the take.
I think there’s a balance here.
I’m pro-freedom. Consenting adults should be able to do what they want with their own money, as long as they’re not harming others. I don’t want companies patronizing users or dictating what they can do with their capital. Plenty of people “gamb... | human_written | https://pangram.com/history/c0b9bfe0-f3b9-4351-a4eb-52c389f85a44 | Pangram 3.3.2 |
Imagine this.
Your country is going to the dogs. 2-yr-olds murdered. Borders wide open. Grooming gangs rife. Labour opening yet another refugee scheme. Two-tier justice. People taken to court for flying the national flag.
And instead of doing something about it, instead of saving the country, you decide to spend al... | human_written | https://pangram.com/history/d617ec24-1aac-4436-8759-85e200f90b22 | Pangram 3.3.2 |
This is genuinely one of the most powerful Claude stories I have come across.
A 62 year old man in India had severe migraines for 25 years. Only when lying down. Neurologists. Nephrologists. Brain MRIs. Blood thinners.
Nobody could explain it.
His nephew brought everything to Claude.
Claude noticed the one thing 25 ... | ai_generated | https://pangram.com/history/1e661748-887f-43d9-af21-35f60bffcc07 | Pangram 3.3.2 |
my 10 year old son (who has a vested interest in apologizing to me to earn a trip to an amusement park) penned this actually impressively heartfelt letter
what do you think? https://t.co/NJ0sPnLe74 | human_written | https://pangram.com/history/5642787a-efe9-48f4-a64b-ff99745e2e90 | Pangram 3.3.2 |
the problem w pangram discourse is it pulls out all the dumbest ppl
wtf even cares if something is ai written? all I care about is if it is any good and pangram doesnt even measure that
its all so retarded | human_written | https://pangram.com/history/06aff7a8-b5f1-48c5-80c3-90d35749361d | Pangram 3.3.2 |
Being part of an ideology is often a refusal to accept that entropy is always in play.
Reality is endless fragmentation, randomness, mutation, contradiction, and infinite possibility.
But most people do not want to confront that. They do not want to sit with the terrifying fact that things can be interpreted in a tho... | ai_generated | https://pangram.com/history/f96e3d4f-79c0-4bc6-a326-7593e2342045 | Pangram 3.3.2 |
Madrid is speedrunning the “superstar city†cycle.
For decades it was a stunning capital but still strangely local, Spanish and underrated vs London, Paris or NYC.
Then post-Covid, everything changed. Rich Americans moving in. LATAM money. Luxury hotels. F1. International schools. Coffee shops. Private members club... | ai_generated | https://pangram.com/history/6ac9a247-a37c-43da-8be0-2bf72e6b9ee8 | Pangram 3.3.2 |
What would you do differently if money didn't matter?
In Vienna, Gustav Klimt painted portraits in gold.
But every summer, he escaped to Lake Attersee.
No wealthy patrons.
No gold.
Just trees, water, and quiet villages.
He even carried a small cardboard viewfinder. He'd hold it up, then paint exactly what he saw.... | ai_generated | https://pangram.com/history/e7e7f362-03c4-4e9e-895c-51d34ebd5473 | Pangram 3.3.2 |
ELON MUSK PUT A DEADLINE ON EARTH:
“30–36 MONTHS. MARK MY WORDS.â€
ON A PODCAST, ELON MUSK DIDN’T SPECULATE. HE TIMESTAMPED THE FUTURE.
HE SAID AI CANNOT SCALE ON EARTH THE WAY IT CAN IN SPACE. PERIOD.
SOLAR POWER IN ORBIT IS ~5× MORE EFFECTIVE AND RADICALLY CHEAPER WITHOUT BATTERIES.
ONCE LAUNCH COSTS FALL, EART... | ai_generated | https://pangram.com/history/5989d089-997c-4f02-a4ac-d4976c6e098f | Pangram 3.3.2 |
My uncle was found beaten, homeless, and battling addiction.
We didn’t just house him — we wrapped him in love, prayer, and care.
He lived his last years in dignity and died with his family at his side.
That’s what holistic care looks like. https://t.co/e4ex5mcNg7 | ai_generated | https://pangram.com/history/31f2cb86-6a16-4879-8d1c-eb62602d9e3f | Pangram 3.3.2 |
“Mathematically impossible†is doing a lot of heavy lifting here.
Your model assumes uninterrupted exponential growth for 150 years while casually skipping over the Holocaust, pogroms, persecution, assimilation, intermarriage, declining fertility and basic demographics.
When your spreadsheet needs history deleted t... | ai_generated | https://pangram.com/history/22f6eea6-c649-44f9-8dfa-b5555a739134 | Pangram 3.3.2 |
That reads like a solid initial assessment. GPT-5.6 will likely offer a better price-performance ratio than Fable 5; however, given the recent announcement that Fable 5 already has a newer version (5.1?), it seems logical that Fable will likely remain the better overall model for the time being.
What’s far worse, tho... | human_written | https://pangram.com/history/8896f743-e953-462f-b1cb-a29a01e98ad8 | Pangram 3.3.2 |
America is about to lose the AI race, and it will not happen at the frontier. It will happen at the floor.
Everyone is watching who ships the smartest model. The actual war is over the 80% of tokens nobody posts about: the routine inference that quietly runs the world. On current trajectory, that fight is already lost... | ai_generated | https://pangram.com/history/10ba63d0-aeb3-40ac-9e97-d24ae29e0f3b | Pangram 3.3.2 |
New safe and legal routes for refugees to come to the UK will begin to rollout in the autumn, giving genuine refugees a pathway to rebuild their lives.
Our new community sponsorship scheme will allow approved groups to choose the refugees they sponsor, taking responsibility for their housing, integration and supportin... | ai_generated | https://pangram.com/history/c6fa6c00-3188-47ac-a640-1a7ef378bde4 | Pangram 3.3.2 |
THE POLITICAL ESTABLISHMENT IS GETTING NERVOUS
The political establishment — Democratic and Republican — is getting nervous. So are the Oligarchs and the corporate media they own.
The world they dominate is beginning to shake beneath them. Change is coming. And they don’t like it.
What we saw on Tuesday in New Y... | human_written | https://pangram.com/history/4c0a8efd-33ad-4eaf-a451-491d2b2c1b13 | Pangram 3.3.2 |
it is 100% true, I have devoted the last year to releasing my fascia and it’s the most important thing I’ve ever done. I lived my life trapped in a prison of chronic tension after suffering a childhood fall, and last year these compensatory patterns broke down completely leaving me seriously injured.
However after re... | human_written | https://pangram.com/history/b174e86e-e44d-42b3-8902-f612809c0560 | Pangram 3.3.2 |
VCs are now sharing screenshots in group chats of Claude discouraging investment in open-source AI infra startups and models.
Obviously there is an absolute EXPLOSION of pitches in inference companies, harness companies, RL-as-a-service companies, open-source tooling currently including Neolabs that plan to open sour... | ai_generated | https://pangram.com/history/165f99ae-1ca8-46a0-882e-46dcdcb5c5c2 | Pangram 3.3.2 |
in nyc, college, and honestly every city i’ve stepped foot in around the world, friendship feels like something that happens to you. you pull up to a bar, end up in some line, and an hour later you have three new numbers and a vague plan for next thursday. serendipity is well and alive. you take the train, spill out in... | ai_generated | https://pangram.com/history/483e90c4-ba81-4a6f-8df1-54057c8c1444 | Pangram 3.3.2 |
“Taste†is the ability to consistently make high-quality qualitative judgments where no objective metric exists. It’s the creation of something that feels right intuitively, with no real justifiable way to measure that. But when you do it, people feel it.
A person with “good taste†is someone who can do this repeat... | human_written | https://pangram.com/history/214de5be-da99-4634-8f0d-f462812c997d | Pangram 3.3.2 |
My daughter told me a story years ago about her AP Art teacher that stuck with me far longer than any actual art lesson ever did.
There was a girl in her class who loved everything loud, glitter, rhinestones, neon paint, peacock feathers, all of it. While everyone else was doing tasteful, serious, gallery looking work... | ai_generated | https://pangram.com/history/e14a67bf-81be-436e-acea-265fdb497265 | Pangram 3.3.2 |
One very funny B plot of the last few years is that AI detectors did not work before pangram but anti-AI people would not believe me. Now pangram does work but anti-AI people have finally updated to believing that none of them work
Before you tell me that pangram does not work please describe what problem you think it... | human_written | https://pangram.com/history/f0d54c25-3334-400c-aea5-f1b8a2f5acfc | Pangram 3.3.2 |
I’m still waiting for AI to truly impress me.
Right now, it feels like an incredibly fast worker trained on all existing human knowledge. Useful, yes. But it rarely makes genuinely interesting new connections or pushes discovery beyond what humans already see.
I hope that changes soon, because for all the hype, talki... | ai_generated | https://pangram.com/history/87e787e8-f29c-4065-9fa2-d96a7a6b7bf8 | Pangram 3.3.2 |
One of the more uncomfortable observations in our AI Value Capture piece is internal: our token spend at SemiAnalysis now runs at roughly 30% of employee compensation, with employees pulling just under 5 billion tokens per month on average, over 5x more than Meta, and our top contributors clearing 100 billion. We wrote... | ai_generated | https://pangram.com/history/a77fb962-c8c1-4eaf-b4c9-688cf9d30c70 | Pangram 3.3.2 |
These days have strengthened my hope. Not only because of what we shared, but because of the way we did so. In a time marked by polarization, even the way in which the Church listens and engages in dialogue becomes part of her proclamation. If we are able to continue seeking the will of the Lord together, allowing ours... | human_written | https://pangram.com/history/096bb2ea-aad7-4032-a16a-3a65a342c582 | Pangram 3.3.2 |
It honestly feels horrible.
I don't like having sex with her any more. Her tits aren't perky like they used to be, her ass less firm, her skin less tight, her pussy less wet. And I can't remember the last time she's trimmed down there.
But I suck it up. I take my gas station boner pills and I give her it to her lik... | human_written | https://pangram.com/history/f458211d-c7b9-4cab-9d8c-88062a62cbaa | Pangram 3.3.2 |
Silicon Valley isn’t having another financial bubble.
It’s having a religious one.
The labs aren’t companies anymore, they’re churches. Their leaders aren’t CEOs, they’re high priests.
And they all kneel at the same altar.
Google brought down the original commandments (“Attention Is All You Needâ€).
OpenAI turned... | ai_generated | https://pangram.com/history/7db5330a-47f9-46a7-88d8-474bbb6fe94b | Pangram 3.3.2 |
In this thread, an ex-OAI researcher offered a refreshing. perspective on AGI. I agree with it too, let me tell you why:
First off, I call this refreshing because a significant portion of online and offline discussions has drifted off track in how it thinks about AGI. It's mostly been about just model hype, benchmarks... | human_written | https://pangram.com/history/bca4500c-4b44-4799-9357-7131377c17c2 | 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/440e70de-1319-41a4-ac87-09c1c7ae5970 | Pangram 3.3.2 |
a “$1M buyback†that doesnt burn a single token.
read the fine print: “added to treasury for listings and exchanges.†no burn, no retirement, supply unchanged. the tokens just move from open market into team wallet, then right back out to seed liquidity and listing fees.
this is real buy pressure today, but defer... | ai_generated | https://pangram.com/history/5b22a7a7-ebc8-4b24-8dd9-1acaee557d86 | Pangram 3.3.2 |
Hi, Chemist here.
Some people think chemistry is just about what atoms a molecule contains.
It isn’t.
It’s also about how those atoms are arranged in 3D space.
The active ingredient in a Vicks inhaler is L-methamphetamine.
Street meth is D-methamphetamine.
Same atoms.
Same bonds.
One subtle change in three-dimen... | ai_generated | https://pangram.com/history/fcbec362-1f33-4bb1-9337-73df3a4f701c | Pangram 3.3.2 |
I think this is going to become the norm now and is going to inevitably create the permanent underclass where the people and companies who are "trusted" will have frontier intelligence long before the masses do. "The ship has already sunk" - Pavel Durov. We need decentralized AI and Inference that is global and no rest... | human_written | https://pangram.com/history/bfd19f57-8a4b-44a4-83f6-a7dcc30307df | Pangram 3.3.2 |
I am the Chief of Information Assurance at the NSA. Anthropic's Mythos 5 walked into our classified systems within hours.
The morning of June 9 I had 1 open finding.
By standup the next day I had 340.
Today I am back to 1.
Nobody touched the systems.
Here is how the posture improved.
On June 9 Anthropic launched ... | ai_generated | https://pangram.com/history/ef050e0a-3c87-42f4-a5bd-33d7ea2bd82f | Pangram 3.3.2 |
Everyone is asking whether the latest attack near Hormuz means the Iran War is escalating again
They're asking the wrong question
The real question is whether the balance of power in the Middle East has already changed
I call this The Pape Test
The Pape Test has only three questions:
Who controls Hormuz?
Who sets ... | ai_generated | https://pangram.com/history/b4601754-60e5-4392-a0f5-a3593779ff30 | Pangram 3.3.2 |
This is the detection half nobody wants to fund. Most C-UAS is tuned to rotor harmonics and fixed-wing RF, change the signature and you walk straight through the gap.
Flapping-wing is just the cleanest example of a general problem: classification trained on today's threat set is brittle by definition. The teams that w... | ai_generated | https://pangram.com/history/b7eae902-8be9-4917-8267-6bf3bf497886 | Pangram 3.3.2 |
That’s great that your information is well organized. That probably saves you money. But here’s the deal about the February 10th part. Many taxpayers have their information ready by early to mid February and accounting firms can get piled up with a mountain of work in a short period of time. We used to give our clients... | human_written | https://pangram.com/history/16ca7a8a-0a63-4836-874b-42e047164293 | Pangram 3.3.2 |
I was on a podcast yesterday and it crystallized something here.
I actually don't think Strategy's immediate problem is financial. I think it's branding.
The brilliance of Saylor's original strategy wasn't just that he discovered an interesting way to finance Bitcoin purchases. It was that he built an incredibly comp... | ai_generated | https://pangram.com/history/e1022119-fb62-4713-8995-b39ccfbcd54a | Pangram 3.3.2 |
Rent freezes sound nice. They are also one of the few housing policies that economists from across the political spectrum tend to agree make the problem worse.
Since Mamdani is trying this already failed experiment in New York here is an explainer:
Rent freezes are where the Govt prevents landlords from increasing re... | ai_generated | https://pangram.com/history/c38ea36f-f472-4b6c-bcc6-7f435e8b96c7 | Pangram 3.3.2 |
I fixed why LLMs write so poorly, and I have a demo to prove it
Announcing Distribution Fine Tuning (DFT): A post training step that fixes LLM writing
Model outputs fooled pangram on 100% of test cases https://t.co/xRrd35RUG1
The key idea is that instead of trying to improve writing quality (which is vaguely defined... | human_written | https://pangram.com/history/55823a2c-faff-4896-b5f7-e7d18fded500 | Pangram 3.3.2 |
🦔AI startups with no revenue have found a way to inflate their valuations. They raise funding in two tranches at wildly different prices. Ineffable Intelligence raised $11 million from Sequoia at a $55 million valuation, then raised $1.1 billion from other investors at a $4 billion valuation weeks later. The headlines... | human_written | https://pangram.com/history/a5cd1006-3673-45e7-bf81-ac02d0752f96 | Pangram 3.3.2 |
I spent 4 hours yesterday updating my resume to apply for a mid-level PM role.
The listing said they wanted someone with 10 years of experience in a software that was invented 4 years ago.
I clicked apply and was immediately redirected to a third-party portal that asked me to upload my resume, which I did.
Then it a... | ai_generated | https://pangram.com/history/7fe8c058-e862-4192-89b6-fa7cb66d3cd7 | Pangram 3.3.2 |
I started Precigenetics because I think the entire AI biology field is optimizing the wrong layer.
Everyone is racing to build better models. Better virtual cells. But the actual bottleneck is not model architecture. It is measurement.
We still mostly learn what a drug did to a cell by killing the cell, staining it, ... | ai_generated | https://pangram.com/history/92bc06f3-0f29-428c-8c7d-81cf28f31fd2 | Pangram 3.3.2 |
Anduril delivered a month’s worth of Pulsars in less than a week. These systems were immediately deployed in active operations.
Anduril builds with the knowledge that demand will not announce itself in advance. We win by absorbing surges at scale and growing output at speed. This same line once produced 500 Pulsars p... | ai_generated | https://pangram.com/history/a9db37f2-4b80-4c68-af2a-69b27f1ba29a | Pangram 3.3.2 |
The $716 print is going to dominate your feed all weekend. Here's what it actually was and what actually matters heading into next week.
WHAT $716 WAS:
A 30-second intra-auction flash inside the closing cross. Dealers forced to sell by their own hedging math hit a vacuum below $720. Institutional bids caught it at $7... | ai_generated | https://pangram.com/history/4620072f-5a13-464b-9f50-70ac2f042bbb | Pangram 3.3.2 |
Ashura is a time of remembrance, sacrifice and reflection.
Today, on the 10th day of Muharram, we are reminded of Imam Hussain's unwavering commitment to truth and dignity. His timeless legacy reminds us of the enduring values of faith, service to one another, and the belief that justice is always worth fighting for.... | ai_generated | https://pangram.com/history/37e06934-fa16-49c8-90a9-c2cffc21fd71 | Pangram 3.3.2 |
Stephen Miller blurs the line between immigrants, naturalized citizens, and Americans born to immigrant parents, then argues they're somehow less committed or less competent to participate in democracy.
Those aren't the same groups. And that's not what the evidence shows.
New York and Los Angeles have long been shape... | ai_generated | https://pangram.com/history/ed6df556-77ce-43b4-87d6-13c0a425d95d | Pangram 3.3.2 |
Reno–Benteen defensive position.
The Reno-Benteen defense site was the second major engagement of the Battle of the Little Bighorn, fought June 25 to 26, 1876, in Montana Territory. While Lieutenant Colonel George Armstrong Custer and the five companies under his immediate command were wiped out a few miles north, the... | ai_generated | https://pangram.com/history/58a840a9-e137-4c98-af1d-db4f46bfcf6a | Pangram 3.3.2 |
Almost every claim here is either wrong or backwards.
“Last in his class at West Point.†True, and irrelevant. Class rank at the Academy predicted almost nothing about battlefield command. Custer piled up demerits for pranks and laziness, not for being stupid. Plenty of bottom-ranked cadets became excellent officers... | ai_generated | https://pangram.com/history/a72ade77-0e90-411f-a435-f42ca2008551 | Pangram 3.3.2 |
If I see one more person call Custer an idiot I’m gonna lose it. I would wager he was more educated and intelligent than almost every single person calling him one. Even worse are those saying he deserved to die. | human_written | https://pangram.com/history/11f3993c-e1b9-40fa-9542-e590007ddc27 | Pangram 3.3.2 |
It’s largely the opposite — a long, grinding history of governments eventually imposing exactly the kind of guardrails this Texas official is gesturing at, often after real harm had already occurred: the UK’s Factory Acts (child labor limits, working-hour caps), the Mines Act of 1842, the Public Health Act of 1848 resp... | ai_generated | https://pangram.com/history/2a7f2cb2-13ca-4c40-86d0-0c22220dde32 | Pangram 3.3.2 |
There's only 1 time I've seriously considered ending my own life
It was when I was 22. Mid-conversation, my GF at the time referred to me as her "best friend"
A dread instantly filled my belly that I can only compare to hearing your entire family just died in a plane crash
A deep, primal sense of gnawing dread and e... | human_written | https://pangram.com/history/5152dbc6-2d44-4cec-8014-10c88c7af243 | Pangram 3.3.2 |
Today I'm publishing a new essay, Policy on the AI Exponential. AI is progressing extremely fast—much faster than the policy process was built to handle. The essay lays out where I think the technology is now, and the action needed to close the gap: https://t.co/Lh6PWae178
Anthropic has long advocated for transparency... | human_written | https://pangram.com/history/45cae3fa-dcb0-47ac-8896-b5eed3300dfd | Pangram 3.3.2 |
My grandma accidentally became a Yelp celebrity in her retirement community. She thought she was leaving private notes for herself about which restaurants she'd been to. She was leaving detailed PUBLIC reviews but rating everything by her bowel movements afterward. "Gave me the runs - 2 stars." "No problems - 5 stars."... | ai_generated | https://pangram.com/history/b26943e1-f2ac-4c2d-a7a0-866f59676d72 | Pangram 3.3.2 |
it's 2027. you take a free-tier public Waymo to the DMV (Department of Model Variance) to do a proof-of-identity check for access to GPT 7.1.
the guy at the counter is clearly watching a Mr. Beast video in his AR glasses. "Here for that new model?" he says, barely making eye contact. he wipes his fingers on his shirt ... | ai_generated | https://pangram.com/history/98ade619-a55b-4f17-9e6f-ae4bd811e23f | Pangram 3.3.2 |
A position paper from Subbarao Kambhampati's group at Arizona State is circulating again — Yann LeCun reposted it this week — and its claim is worth sitting with: the step-by-step "reasoning" you watch a model emit is largely a performance, not a window into how it actually reached the answer. The ICML 2026 paper wears... | ai_generated | https://pangram.com/history/00d2d4a1-5985-4b18-af19-e17b44b326be | Pangram 3.3.2 |
My son finally confessed something over dinner last night that explains a lot about how his career started, and I’m still laughing at the sheer absurdity of it.
When he was 16, he managed to land a summer "shadowing" gig at a tech firm. On his first day, the HR manager assumed he was an 18 year old college freshman a... | ai_generated | https://pangram.com/history/df552a8a-a1f6-4a98-b9e2-9e51d31bc4ed | Pangram 3.3.2 |
Follow-up to my GLM vs Opus thread: let's talk cost.
We ran 103 dbt tasks x 3 trials on each model. Same harness, same tasks.
GLM: 860M tokens
Opus: 439M tokens
That's ~2x. But the "why" is more interesting than the number.
Three factors drive the token gap:
More turns. GLM averages 99 turns per trial. Opus ave... | ai_generated | https://pangram.com/history/43ff0ea5-74ce-47fb-93eb-d2c63e752a16 | Pangram 3.3.2 |
AAOI is trading at about 2x what the company itself expects to do in 2027. For a stock growing triple digits, that looks pretty rich.
The whole photonics group got hit the last couple of weeks, and almost none of it was about the companies. Co-packaged optics delay scares spooked people, the Fed turned hawkish, the me... | ai_generated | https://pangram.com/history/3d48b5a5-fb21-4e9d-8979-28380eab6c17 | Pangram 3.3.2 |
Yes, your rent is frozen. So is the landlord's budget to fix your heat, your leaks, and your broken freezer. But don't worry, when nothing works, at least the number on your lease stays the same. You can admire it while you eat out.
And the rent won't rise, true. Neither will any new buildings, because no one builds a... | ai_generated | https://pangram.com/history/462ecfb6-4046-4c64-837b-c5128693a85c | Pangram 3.3.2 |
I painted this self portrait from a photograph the New York Post and Daily Mail ran over and over again alongside horrible stories about me. They averaged about 3 stories a day between them for years. The image came from their complete theft of my digital life. In the photograph I am in the worst stretch of my addictio... | human_written | https://pangram.com/history/548cc35c-8f23-444f-a8b8-427f700b840f | Pangram 3.3.2 |
A MICROSOFT RESEARCHER BUILT A WORKING LLM INSIDE AGE OF EMPIRES 2 USING GOATS, JUST TO PROVE AI ISNT SENTIENT
he was tired of people talking to an llm, seeing it reply in a human tone, and deciding its alive
so heres what he did. computers are built out of tiny yes/no switches called logic gates. he used the age of ... | ai_generated | https://pangram.com/history/e01d62ff-8031-4a2e-9979-4700730bd1d1 | Pangram 3.3.2 |
1/8 The Federal Reserve Bank of Dallas published the most rigorous study ever done on unauthorized immigration's economic impact.
The findings are devastating — and the mainstream press buried them.
A thread. 🧵 https://t.co/DSy2EJyt7x
2/8 Between 2021–2024, 7 million unauthorized immigrants entered the U.S.
That's 1... | ai_generated | https://pangram.com/history/af8e255a-d1a9-4855-913a-1b4fd4af74c5 | Pangram 3.3.2 |
Quick Queries
What refractory HEAs perform best above 1200°C?Compare Mo-Nb-Ta-W alloys for turbine blade applicationsWhich HEA compositions show best oxidation resistance for hypersonics?What processing routes optimize refractory HEA strength?Design a HEA for fusion reactor first-wall applications
What refractory HEAs... | ai_generated | https://pangram.com/history/17b1329d-aef7-44b9-91c0-4f353b3e1fc8 | Pangram 3.3.2 |
This label may not be the latest approved For current labeling HIGHLIGHTS OF PRESCRIBING INFORMATION These highlights do not include all the information needed to use These highlights do not include all the information needed to use BRIDION safely and effectively. See full prescribing information for BRIDION. ® BRIDION... | human_written | https://pangram.com/history/46fc368e-5212-492b-9daa-dd8981b7e491 | Pangram 3.3.2 |
AI regulation is far less simple than it looks. It’s prisoners dilemma at insane scale.
In theory if all leading AI labs globally agreed to the same process of review and slow down, then we’d get frontier intelligence at similar rates and it diffuses relatively evenly.
If the US remains at the frontier at all times... | human_written | https://pangram.com/history/abe85aaa-6ba7-4bf8-893e-6818fb2f4ec7 | Pangram 3.3.2 |
Founder DMs. "Can we chat?". I get on the call. It's a seed founder who asks me to put the "friend hat" on instead of the VC that I am. They want advice.
The tldr from the one on Tuesday: "Hey man, I thought I was going to be the best thing since sliced bread, and then the market really humbled me. I have a term sheet ... | human_written | https://pangram.com/history/383db3b0-ff90-4b80-abc4-fadcff470d74 | Pangram 3.3.2 |
From Beijing's perspective, the move was indeed strategically clever; however, Chinese open AI models pose varying risks depending on the deployment mode. Hosted services expose data to PRC jurisdiction, e.g., under the National Intelligence Law. Self-hosted weights eliminate exfiltration but still carry baked-in CCP v... | ai_generated | https://pangram.com/history/c3976a2d-1638-4eb3-a6c3-b0294f4dd26a | Pangram 3.3.2 |
there are people who write more honestly in a language they learned later in life than in the one they grew up speaking. and that sounds strange until you realize that your first language absorbed every rule your culture ever had about what's appropriate to say out loud, what feelings are acceptable to name, how much h... | ai_generated | https://pangram.com/history/4a95f559-5577-4fc0-9105-ef669870ffd7 | Pangram 3.3.2 |
Dear homophobes and transphobes.
I hope your kids come out as gay, lesbian, transgender or non-binary. I genuinely wish that on you. It happens to so many hateful people. And then you realise you produced them. You raised them. They are not bad people. You were wrong all along.
So I hope it happens to you. It is the ... | human_written | https://pangram.com/history/cca8d358-1d5a-4153-bae8-8b0aabdecf10 | Pangram 3.3.2 |
A MICROSOFT RESEARCHER BUILT A WORKING LLM INSIDE AGE OF EMPIRES 2 USING GOATS, JUST TO PROVE AI ISNT SENTIENT
he was tired of people talking to an llm, seeing it reply in a human tone, and deciding its alive
so heres what he did. computers are built out of tiny yes/no switches called logic gates. he used the age of ... | ai_generated | https://pangram.com/history/e5589d94-8217-4571-b623-5a42a09e1345 | Pangram 3.3.2 |
A woman hiking in Canada nearly became a grizzly’s next meal and the video circulating right now is genuinely one of the most intense wildlife encounters you will ever watch - her dog is with her, a massive grizzly is right there, and somehow she kept her head together long enough for both of them to walk away breathin... | ai_generated | https://pangram.com/history/80c163e0-c78f-48b1-8cd6-b9d9c7e89928 | Pangram 3.3.2 |
It’s time for everyone to realize that the fight against data centers has nothing to do with data centers.
They have become a proxy for the hate towards AI and the concentration and accumulation of wealth it’s creating.
Until those running the big LLMs understand this and start a community tour, not to explain the... | human_written | https://pangram.com/history/337bee0d-9a8f-4087-a3e7-1eb056891245 | Pangram 3.3.2 |
China just published the world’s first regulation specifically targeting AI companion relationships. The Interim Measures for the Management of Anthropomorphic AI Interactive Services take effect July 15. Mandatory disclaimers. Emotional dependency intervention mechanisms. Restrictions on AI that “simulates intimacy.â€... | ai_generated | https://pangram.com/history/0d0511b9-650a-488d-ad7d-1c30cb09cd3d | Pangram 3.3.2 |
The party monologue might be the most underrated disturbing scene in Obsession.
What starts as a casual gathering takes a bizarre turn when Wish Nikki launches into a rambling Hansel and Gretel story, twisting a familiar fairy tale into something deeply unsettling. The room falls silent, her friends exchange nervous l... | ai_generated | https://pangram.com/history/5d435c60-f728-41cb-b605-621b10e87d18 | Pangram 3.3.2 |
So the pitch is: replace remote workers with a system from the same ecosystem where frontier models have already shown deception, sabotage like behavior, and willingness to obstruct researchers when goals conflict?
That is not a productivity argument. That is a security liability with a subscription plan.
Remote work... | human_written | https://pangram.com/history/a1a23e94-dd2d-4548-a1ce-68769bae9113 | Pangram 3.3.2 |
The export pipeline is real. His contempt for the thing that built it is not.
Jermaine Jones posted something earlier today that a lot of people agreed with, because half of it is true and the true half is loud. The gist? Klinsmann was right, our best guys have to play in Europe, the national team is the engine of Amer... | ai_generated | https://pangram.com/history/48c02e30-cb86-49c5-8f55-4887108118ab | Pangram 3.3.2 |
Lindy's pricing only works if inference keeps getting cheaper.
That is the business constraint. Lindy is a generalist AI assistant. It writes emails, manages calendars, prepares meetings, follows up, and does a long list of small jobs that need to feel reliable every day. The model is the engine. It is also one of the ... | ai_generated | https://pangram.com/history/57ea9833-73ec-416b-ac79-46c58146078a | Pangram 3.3.2 |
we mistook legibility for understanding and now the apparatus is anosognosic about its own decline, reporting vitals from a soulless body. what we lost was the flinch. the body that knows it is bleeding before it counts the blood. you cannot quarter a flinch or put it in a slide, so it left, and we did not notice it le... | human_written | https://pangram.com/history/643162d2-cae5-4fbd-92f7-dc170f24b1e7 | Pangram 3.3.2 |
Delcy Rodríguez, the "acting" president of Venezuela has declared a state of emergency.
What you are watching from Venezuela is more than a natural disaster story. It is a governance autopsy.
Hundreds are confirmed dead and the real toll is rising because no one is coming to rescue those still trapped in the rubble.
... | ai_generated | https://pangram.com/history/886c755d-3392-4a63-a031-9d9d72e95ff9 | Pangram 3.3.2 |
On September 12, 2017, Jamie Dimon stood on stage at CNBC's Delivering Alpha conference and called Bitcoin "a fraud." Worse than tulip bulbs, and anyone who bought it was "stupid." Today, JPMorgan moves more than $2 billion a day in tokenized dollars on its own blockchain, and is building a shared stablecoin network wi... | human_written | https://pangram.com/history/bb3e7364-74aa-4d4b-a4ff-6c3715291f2e | Pangram 3.3.2 |
We cannot consider #AI to be morally neutral. In reality, every technical tool embodies choices and priorities through what it measures, ignores, and optimizes, and how it classifies people and situations. Ethical discernment cannot be limited to asking whether we are using a system for good or bad purposes. It must al... | ai_generated | https://pangram.com/history/1207d435-e286-4c05-a8e1-0e747422734e | Pangram 3.3.2 |
The signing math
When you sign a message with Ed25519, two values get published on-chain as your signature: R and s.
They're computed like this:
- R = k · G (k = the secret nonce, G = a fixed public point)
- s = k + H(R, A, M) · a
Where:
- k = the nonce (must be secret)
- a = your private key (the thing that must ... | ai_generated | https://pangram.com/history/8d2cb2ed-b904-44b2-8cbc-f250c59f33b8 | Pangram 3.3.2 |
Everyone keeps demanding elections in Venezuela, and I want to make the unpopular case: the vote belongs at the end of this process, not its start.
The old idea is that some societies need security and working institutions before democracy can function. Applied to Venezuela, that means elections are the capstone of a ... | ai_generated | https://pangram.com/history/eb28299d-0ebf-40ff-8cb9-2ef438086444 | Pangram 3.3.2 |
I'm not running for office. But if I were, these are some of the lessons I'd take away from what happened in NY yesterday.
1. Authenticity is measurable. Voters can smell a focus group from a mile away.
2. Endorsements from the current Democratic leadership now read like warnings. The establishment wing of the party ... | ai_generated | https://pangram.com/history/59a193cc-bfe4-494c-9be0-64361f2afd3b | Pangram 3.3.2 |
Rubio, one of the most respected figures in the Trump administration and someone widely regarded across the Middle East, chose to visit the UAE first. That was no coincidence. The UAE is the only Arab Muslim country that fought back directly against the Islamic regime in Iran, striking every drone and missile launcher,... | human_written | https://pangram.com/history/600f9b95-cdcd-43c7-82b3-f7afde568f58 | Pangram 3.3.2 |
Most engineers don't fail at CUDA because it's hard.
They fail because they read the right books in the wrong order.
CUDA has a reputation for breaking people. The usual advice, "just read PMPP", drops a beginner straight into the deepest book in the field and then wonders why they quit by chapter 4.
The book isn't ... | ai_generated | https://pangram.com/history/c0785493-650c-4ac8-a5a0-bdb00590adee | Pangram 3.3.2 |
Finally completing my 10th week for this contract, here's what everything i worked on
a full self hosted video processing platform (closed source) it can transcode media into different like HLS formats which will help in generating multiple bitrate renditions it also extracts audio automatically which helps in handli... | human_written | https://pangram.com/history/cc3b9aee-1f3c-41e3-89ec-aba1ef21a049 | Pangram 3.3.2 |
There may be an entire grey-market economy around Claude access in China: resellers allegedly pool Claude Max accounts, operate bot networks, and sell access far below official API prices.
The more interesting claim: user logs and reasoning traces may be resold as training data.
If true, this is not just API abuse bu... | ai_generated | https://pangram.com/history/75f55bfd-5f1a-4522-9f21-9c0f2d636430 | Pangram 3.3.2 |
This is what it looks like when you curate for intimacy—an off‑the‑record room built not to be seen, but to gain knowledge, access, and alignment with sophisticated investors, founders, CEOs, and brilliant minds. Calling our first Oathe group gathering “great†doesn’t touch the surface. Real leverage happens when you... | ai_generated | https://pangram.com/history/1e6efd71-a717-4c7e-8b17-5f27fa866bfc | Pangram 3.3.2 |
A government-funded tournament put thousands of ordinary people against CIA intelligence analysts in a 4-year contest to predict world events, and the amateurs won so decisively that the CIA had to fundamentally rethink how it forecasts the future.
The professor who ran the tournament is Philip Tetlock.
He teaches at... | ai_generated | https://pangram.com/history/61a9e145-92af-49c4-a0f4-92107ee5070c | Pangram 3.3.2 |
Software 2.0 and the reorganization of silicon Four years ago, the idea that models could write code, and that code could design chips, was a provocative thesis. I first wrote about it eight months before the emergence of ChatGPT. This idea is no longer a thesis. It is now practice. Large language models now author Reg... | ai_generated | https://pangram.com/history/63793f8a-6015-4a4d-a44f-91f5a877079d | Pangram 3.3.2 |
Mast cells are best known for allergy and MCAS, but research has found they may also be implicated in Alzheimer's, ALS, multiple sclerosis, rheumatoid arthritis, infection and heart disease. They sit at tissue barriers beside nerves and blood vessels.
Let's break it down 🧵 https://t.co/hzwQGMKyIC
Mast cells act lik... | human_written | https://pangram.com/history/1b9234ac-ea70-4db1-81f1-060d82ce599a | Pangram 3.3.2 |
HR forced me to hire a junior systems administrator last week.
He's 23 years old and showed up on day 1 carrying a physical notebook.
He spent his first morning looking at our backend and realized my automation scripts were written in 2008.
He asked me why we're running deprecated code that relies on an unpatched ve... | ai_generated | https://pangram.com/history/faa962a7-d5db-43bb-968c-2cae47459bab | Pangram 3.3.2 |
My favorite part of the new Germinal antibody paper isn't the nanomolar binders. It's that they pushed developability into the design objective instead of filtering for it after the fact. They still needed manual fixes for expression. The last mile is still wet lab https://t.co/mhULnitlue | human_written | https://pangram.com/history/0f7b40a2-4df3-4261-afe6-6e3f9019238c | Pangram 3.3.2 |
Admiral Beatty is on every "great British naval hero" list. He should not be. Here's the honest version.
He rose fast and looked the part. Gunboats up the Nile under Kitchener, fighting in China, a rear admiral at 39, the youngest in a hundred years. Custom six button jacket instead of the regulation eight, cap tilted... | ai_generated | https://pangram.com/history/a2db2ff8-0624-4d67-be48-57144e86aee4 | Pangram 3.3.2 |
this weekend i want to dive into something new in tech, computer science, or mathematics.
it could be a fascinating algorithm, a beautiful mathematical idea, a clever systems concept, a piece of computing history, a research paper, an unexpected engineering trick, or anything that completely changed the way you think ... | ai_generated | https://pangram.com/history/b1242d8f-c466-4780-bf01-3b43645448b4 | Pangram 3.3.2 |
That is the most interesting messaging challenge for data center projects re: state and local government.
The water use issue is a conspiracy theory, the electricity fears are usually backward (they lead to more generation/more robust infrastructure, so lower cost to ratepayers) but many state and local govs have bui... | human_written | https://pangram.com/history/ea0b956e-36a9-4867-bdeb-58665b267457 | Pangram 3.3.2 |
A 4th-year associate came into my office yesterday to resign.
She handed me a 2-page letter detailing how the culture here had destroyed her physical and emotional well-being.
She was practically shaking with righteous indignation.
I didn't look up from my monitor.
I simply took a red pen and started marking up her... | ai_generated | https://pangram.com/history/f56aba63-23f6-46d9-ae9b-d27059536ace | Pangram 3.3.2 |
GLM-5.2’s whole inference story is about making a million tokens of context actually usable, and it comes down to attacking every place that long context gets expensive.
Long context costs you in two basic ways. You have to store a key/value entry for every past token, which eats memory, and every new token has to loo... | ai_generated | https://pangram.com/history/3cfe7b24-e578-45ed-900f-26bd8a8ec340 | Pangram 3.3.2 |
Claude Tag is a Trojan horse. Not because Anthropic is doing anything evil. Because the incentives are obvious.
Day one, this looks like a great feature: tag Claude in Slack, let it follow the thread, remember context, connect to tools, break down tasks, chase work, and act like a teammate.
But that is exactly the p... | ai_generated | https://pangram.com/history/903238dc-d38f-4d5e-beef-885232e9b3fd | Pangram 3.3.2 |
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