Stefan King (@stefantking) profile picture

Technologist. Location-independent expat. Pizza eater.

Chiang Mai
Joined May 2013
Photo by Stefan King (@stefantking)Photo by Stefan King (@stefantking)Photo by Stefan King (@stefantking)Photo by Stefan King (@stefantking)Photo by Stefan King (@stefantking)Photo by Stefan King (@stefantking)Photo by Stefan King (@stefantking)Photo by Stefan King (@stefantking)Photo by Stefan King (@stefantking)
Stefan King retweeted
Wisdom is mostly about moving discovery upstream, finding out the bad news while it's still cheap.
What the wise man does in the beginning, the fool does in the end.
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Stefan King retweeted
The positioning sentence I make every founder write: I help [who] build [outcome] by installing [mechanism] so they can [result]. Mine: I help founders build profitable founder-led brands by installing the Founder OS so they close clients on repeat. Write yours today.
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Stefan King retweeted
Pair-bonded primates have something else in common, which is that males and females are about the same size. In harem species like gorillas, males can be about twice the size of females because they’re built to fight other males for access. In gibbons and titis that gap mostly disappears. When males aren’t stuck in constant competition for mates, they stop evolving into weapons. One of the leading theories for why primate monogamy evolved at all is that it protected infants from strange males, which is a disturbingly common way for baby primates to die (langurs, for example). Does any of this make monogamy “natural” for humans? Not in a simple way, we’re weird, flexible, cultural animals. But it does make the idea that monogamy was invented just so men could own women look kind of provincial. In a lot of the animal kingdom it looks more like a ceasefire.
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Stefan King retweeted
Buckminster Fuller, who was wrong about a lot of things in a way that was usually more interesting than other people being right, noticed something in the 1930s that still holds true. He noticed that technology does not primarily get bigger. It gets thinner. The transatlantic cable got lighter per unit of message. The building got lighter per unit of enclosed volume. The engine got lighter per unit of horsepower. Each generation of a technology tends to accomplish the same function with less stuff, and then with less stuff again, until at the limit the stuff approaches zero and only the function remains. He called this ephemeralization : doing more and more with less and less until eventually you can do everything with nothing. And here were it gets interesting. What got eaten, in the first wave, was objects: my door key became a fingerprint. What's happening today is the second wave: the AI paradigm shift. It’s our thought patterns, our decisions, our generative processes, our creativity, and our communication and coordination with each other that is being ephemerized. And I think judgment abstraction has two consequences. First, the output is not checkable at a lower cost than producing it. To verify a summary you must read the document. To verify a strategic recommendation you must do the strategy. The thing that made calculators safe (verification being orders of magnitude cheaper than generation) simply does not hold for the class of work being absorbed now. Which means verification won't happen because the economics forbid it. A check that costs as much as the work is not a check. It's a second attempt. Second, the stairs are being removed as a consequence of using the lift. The way you stay able to judge a draft is by having written drafts. The capability is maintained by its own exercise and by nothing else. So the fallback and the thing it's a fallback for are the same muscle, and the system that replaces the muscle also stops the training. This is Lisanne Bainbridge's irony of automation, which she wrote down in 1983 and which the aviation industry spent the next forty years rediscovering at great expense: automate the easy 99% and you have designed a job where a human with no recent practice must handle the hardest 1% with no warm-up, at the worst possible moment, on the basis of a mental model the automation has been maintaining on their behalf. Airlines eventually responded by mandating hand-flying. No knowledge-work organization on earth currently mandates hand-thinking.
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Stefan King retweeted
The Cyber Pandemic is here. Your antennae should be raised. Time to mentally prepare for the propaganda onslaught that will inevitably result from today. Resist the calls for complete control over the internet by governments and their trusted corporate partners.
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Stefan King retweeted
having a touch of the 'tism had a good run, but that era is rapidly coming to an end
I have a very intellectually rewarding job, hacking in Haskell on problems directly related to my PhD research i’m painfully aware that this is not the case for most of humanity i’m also realistic enough to know that i will have to continually adapt to new reality. Are you?
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Stefan King retweeted
Remaining moats in the age of AI: - Network effects - Access to capital - Execution speed - Proprietary information - Proximity to power - Charisma - Violence So basically, same it has been since the advent of urbanization.
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Stefan King retweeted
people are starting to realize. there *are* no moats left. the only true moat in existence was intelligence, and now that's out of the equation.
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Hi, I'm Felix. I'm an eng lead working on Claude. I love watching people take flight and do things they never thought possible. We often describe that as "being more ambitious" when using AI, which is tricky advice to follow. I wrote a tutorial: felixrieseberg.com/how-to-be…
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“Bad luck” is mostly people overestimating their abilities and underestimating the price to pay to build the life they want. It’s the direct consequence of arrogance you didn’t know you had.
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Stefan King retweeted
Failure is not an option [📹 Kitty Cruise]
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The idea that people don’t like slop is hilariously wrong. People love slop. McDonald’s, Nickleback, Maroon 5, Marvel movies, The Kardashians, Netflix shit, The Shitty books you buy at the airport, McMansions, Millennial gray, bud light, Call Of Duty, Tik tok, Joe Rogan, clickbait, Mr. Beast videos… It’s a nonstop American slop buffet and we’re all little piggies at the trough 🐖 🐷 No one will care that their slop is made by a robot.
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Stefan King retweeted
Your success as a leader is built on your courage to say what others won't. Mediocre managers hide behind "being nice." Leaders embrace discomfort. They're direct. Clear. Focused on winning. Both know they should say something. Leaders are the ones who say it.
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Stefan King retweeted
Today I call upon the blockchain industry to calmly begin planning for "bunker mode". My personal recommendation is to set in motion a controlled mass migration of assets to fresh addresses, i.e. addresses whose pubkeys remain hidden behind a hash. Holders, starting with large and sophisticated ones, should consider moving the bulk of their funds to addresses that have never signed a transaction. And when they do sign one, they should also move remaining funds to a new address (possibly generated from the same seed phrase). Don't rush. While I believe there is cause for action a rushed migration would do more harm than good. Don't panic either. Moving assets to protected addresses is a simple, preventative step which does not require new cryptography or new wallets. IMO it is now reasonable to brace for the possibility that ECDSA breaks before qday, in the worst case in months not years. By "break" I mean fast private key recovery (e.g. in one week) on available hardware (e.g. a large GPU cluster). Recent days have been humbling for human mathematical intuition. Long-held, unquestioned hypotheses have fallen. This includes the n log(n) bound for integer multiplication and the 3SUM conjecture. In hindsight, May's unexpected disproof of the Erdős unit distance conjecture was our warning shot. Yesterday's OpenAI drop made it clear that mathematical superintelligence is upon us. They say there are weeks where decades happen. We are about to live through weeks where centuries of mathematical progress happen. Could our magic 64-byte ECDSA signatures be too good to be true? Was it just security through obscurity all this time? Elliptic curves feel especially vulnerable to superintelligence. Curves carry rich structure, with room for fancy tricks like Schoof, Frobenius, pairings. (By contrast, hashes are designed to minimise algebraic structure.) Separately, as Ewin Tang can attest, an efficient quantum algorithm sometimes foreshadows an efficient classical one. We should be open to the possibility of a classical counterpart to Shor that breaks elliptic curves and RSA at once. Also noteworthy is the striking under-representation of cryptographic breakthroughs among the 722 mathematical results OpenAI published. I've witnessed first-hand the US government censoring academic quantum cryptanalysis results. Backroom interventionism is my base case. I urge large, sophisticated actors to lead by example. Project11's "risq list" (bitcoin-risq-list.projecteleven[.]com) is a great tracker of exposed BTC pubkeys. Binance, Bitbank, Robinhood, Bitfinex, and Tether have an opportunity to harden their cold storage. Next month I'll address institutions in London in a live Q&A (forum.ethereuminstitutional[.]org/london-2026). Again, please do not rush. Wallets holding under 50 BTC enjoy partial cover from "Satoshi's shield", i.e. his 20K exposed addresses that hold 50 BTC each. Load-bearing signers like oracles and L2 security councils should consider rotating ECDSA pubkeys with every signed message and/or multi-signing with a hash-based schemes like SPHINCS. Exiting bunker mode safely will require post-AI cryptography. My inclination is to go all-in on hash-based cryptography and avoid structured mathematical assumptions entirely, whether from curves, lattices, or isogenies. A single battle-tested hash (e.g. from the SHA or BLAKE families) yields plausible post-AI security. The Ethereum roadmap on strawmap[.]org fully embraces hash-based cryptography with end-to-end formal verification as a response to the quantum threat. Those timelines must now be revisited and accelerated in light of mathematical superintelligence. I'll be pushing for maximum defensive acceleration.
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Stereotypes are a valid statistical tool when they are generalisations from people to the abstract. (Eg “Anglos have social anxiety”: mostly true) They are bigotry when assumed to apply from the abstract to any random individual (you’re Anglo therefore you must have social anxiety) They are a tool that only works one way, towards the abstract. People seem to either do both the generalisation AND the bigotry, or be scared of the latter and do neither. It has often annoyed me recently trying to make statements that are the former type of generalised observation and someone gets upset and goes oooohh nooo thats a stereotype. Yes, and? Im not going to judge an individual based on it, whats the problem here?
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Stefan King retweeted
This is the doom I predicted a few days ago, coming for Photoshop. A clean-room open-source reimplementation. No prizes for guessing that they decompiled Photoshop to source code, processed that to some kind of non-code specification language, then fed the spec to an LLM with an instruction to generate Rust. Adobe just got nuked. And closed source is dead, dead, dead. github.com/storytold/photocr…
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Stefan King retweeted
Stop overcomplicating which ad type to run. It's literally: If buyer = aware → offer ad (50% off, sale ending soon, new drop) If buyer = product-aware → objection ad, question ad, testimonial, authority If buyer = solution-aware → us vs them, comparison, direct solution reveal If buyer = problem-aware → problem callout → solution → product If buyer = unaware → big win or hidden fear → problem → solution → product That's the whole bible. You just don't wanna accept it cuz it's boring.
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Als vader sleep ik samen met mijn vrouw mijn kinderen de halve wereld rond. We hebben in verschillende landen gewoond, we hebben ze veel verschillende culturen laten zien. Momenteel wonen in het Caribisch gebied maar we hebben ook een tijdje in Mexico gezeten en veel gebackpackt in Azië. Mijn dochter heeft er net een jaar highschool in Texas opzitten. En dat betaalt zich uit. Waar mijn dochter vroeger een schuchter en verlegen meisje was is het nu een zeer zelfverzekerde jongedame die zich overal red, die op haar 18e alleen op vliegtuigen stapt in Amerika, die vloeiend Amerikaans spreekt (met Texaans accent) en die overal vrienden en vriendinnen heeft zitten. En met mijn zoon gaat het net zo, die past zich zo gemakkelijk aan en heeft eveneens overal vrienden. Het is opmerkelijk om te zien hoe zij zijn gegroeid als personen. En dat is ons doel: om zelfverzekerde wereldburgers op te voeden die zich zelf staande kunnen houden. Die zichzelf kunnen redden en het zelfvertrouwen hebben om zelf wat van hun leven te maken. Die later zelf hun geld verdienen. Die geen handje ophouden maar er zelf wat van maken. Die verder kijken dan de postzegel op de wereldkaart waar ze zijn geboren en weten dat de wereld groter is dan dat. En dan kijk je naar Nederland. Waar de regering en ambtenarij bezig is iedereen klein te houden. Waarin ze letterlijk schrijven dat een beetje vermogen opbouwen niet bedoeld is om eerder met pensioen te kunnen. Waar je met 50k vermogen al 'rijk' wordt gevonden en dat moeten we niet willen. Waar alles wordt afgeroomd, waar ambitie wordt afgestraft, waar het starten van een eigen bedrijf inmiddels behoorlijk krankzinnig is gezien de regel- en belastingdruk. Waar meer werken geen zin heeft, je houdt er amper iets aan over. Waar 60% van de bevolking direct of indirect afhankelijk is van één of andere uitkering of toeslag. Waar je wordt aangepraat dat je morgen net zo goed een ander 'gender' kunt zijn. Een land wat bij voorkeur bange angstige burgers ziet die voor 'veilige banen' gaan, netjes hun torenhoge (wurg)hypotheek afsluiten voor een rijtjeshuis in een vinexwijk, keurig op 'de juiste partijen' stemmen en die vooral bang moeten zijn voor zure regen / gat in de ozonlaag / vleermuizen in China / klimaatverandering / stikstof / de Russen / manosfeer / the next current thing. Nee, het is tegenovergesteld van hoe wij onze kinderen opvoeden. De staat wil dat haar onderdanen zo afhankelijk mogelijk van haar zijn. Ik wil dat mijn kinderen juist zo onafhankelijk mogelijk zijn. En die twee tegengestelde visies, die botsen nogal met elkaar.
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Stefan King retweeted
"Do not bet against the airplane. The skeptics who say AI can't conjecture, can't theorize, and can't explain are describing last spring's models. Within months, they will be describing nobody. The evidence is already on the table, and those with eyes can see it."
Reading all those recent beautiful essays by Terry Tao, Kevin Buzzard and @wtgowers, I could not resist, but write up my deeply personal perspective on how I perceive and see things: docs.google.com/document/d/e…
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Stefan King retweeted
The "Sterile Cockpit Rule" is an interesting one. Below 10,000 feet, the crew may only talk about flying the plane. That's because the error tolerance of the situation has basically collapsed. Every system has a phase where mistakes are absorbed and a phase where mistakes are amplified. The cockpit at 8,000 feet looks exactly like the cockpit at 30,000 feet. The variable that changed: how much runway you have between a small error and an unrecoverable one. Expertise degrades gracefully under distraction right up until it doesn't.
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