Astral Codex Ten Podcast
I. Eliezer Yudkowsky’s is the original AI safety org. But the original isn’t always the best - how is Mesopotamia doing these days? As money, brainpower, and prestige pour into the field, MIRI remains what it always was - a group of loosely-organized weird people, one of whom cannot be convinced to stop wearing a in public. So when I was doing AI grantmaking last year, I asked them - why should I fund you instead of the guys with the army of bright-eyed Harvard grads, or the guys who just got Geoffrey Hinton as their celebrity spokesperson? What do you have that they don’t? MIRI...
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[I haven’t independently verified each link. On average, commenters will end up spotting evidence that around two or three of the links in each links post are wrong or misleading. I correct these as I see them, and will highlight important corrections later, but I can’t guarantee I will have caught them all by the time you read this.]
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[This is one of the finalists in the 2025 review contest, written by an ACX reader who will remain anonymous until after voting is done. I’ll be posting about one of these a week for several months. When you’ve read them all, I’ll ask you to vote for a favorite, so remember which ones you liked] If you’ve been following this blog for long, you probably know at least a bit about pharmaceutical research. You might know a bit about the sort of to influence doctors’ prescribing habits, or how it takes on average to bring a new medication to market, or something about the which...
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"You made him lower than the angels for a short time..." God: …and the math results we’re seeing are nothing short of incredible. This Terry Tao guy - Iblis: Let me stop you right there. I agree humans can, in controlled situations, provide correct answers to math problems. I deny that they truly understand math. I had a conversation with one of the humans recently, which I’ll bring up here for the viewers … give me one moment …
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You can sign the letter . The Trump administration has been , and people and groups with business before the administration have started laundering criticism through other sources with less need for goodwill. So I have been asked to share , which needs signatures from scientists, doctors, and healthcare professionals. The authors tell me (THIS IS NOT THE CONTENTS OF THE LETTER, IT’S THEIR EXPLANATION, TO ME, OF WHAT THE LETTER IS FOR): The NIH has spent at least than Congress has appropriated to them, which is bad because medical research is good and we want more of it. In May, that he...
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AI psychosis (, ) is an apparent phenomenon where people go crazy after talking to chatbots too much. There are some high-profile anecdotes, but still many unanswered questions. For example, how common is it really? Are the chatbots really driving people crazy, or just catching the attention of people who were crazy already? Isn’t psychosis supposed to be a biological disease? Wouldn’t that make chatbot-induced psychosis the same kind of category error as chatbot-induced diabetes? I don’t have all the answers, so think of this post as an exploration of possible analogies and precedents...
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Finalist #9 in the Review Contest [This is one of the finalists in the 2025 review contest, written by an ACX reader who will remain anonymous until after voting is done. I’ll be posting about one of these a week for several months. When you’ve read them all, I’ll ask you to vote for a favorite, so remember which ones you liked] Ollantay is a three-act play written in Quechua, an indigenous language of the South American Andes. It was first performed in Peru around 1775. Since the mid-1800s it’s been performed more often, and nowadays it’s pretty easy to find some company in Peru...
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[original post ] #1: Isn’t it possible that embryos are alive, or have personhood, or are moral patients? Most IVF involves getting many embryos, then throwing out the ones that the couple doesn’t need to implant. If destroying embryos were wrong, then IVF would be unethical - and embryo selection, which might encourage more people to do IVF, or to maximize the number of embryos they get from IVF, would be extra unethical. I think a default position would be that if you believe humans are more valuable than cows, and cows more valuable than bugs - presumably because humans are more...
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Finalist #8 in the Review Contest [This is one of the finalists in the 2025 review contest, written by an ACX reader who will remain anonymous until after voting is done. I’ll be posting about one of these a week for several months. When you’ve read them all, I’ll ask you to vote for a favorite, so remember which ones you liked] I. The Men Are Not Alright Sometimes I’m convinced there’s a note taped to my back that says, “PLEASE SPILL YOUR SOUL UPON THIS WOMAN.” I am not a therapist, nor in any way certified to deal with emotional distress, yet my presence seems to cause people...
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A guest post by David Schneider-Joseph The “amyloid hypothesis” says that Alzheimer’s is caused by accumulation of the peptide amyloid-β. It’s the leading model in academia, but a favorite target for science journalists, contrarian bloggers, and neuroscience public intellectuals, who point out problems like: Some of the research establishing amyloid's role turned out to be fraudulent. The level of amyloid in the brain doesn’t correlate very well with the level of cognitive impairment across Alzheimer’s patients. Several strains of mice that were genetically programmed to have...
info_outlineIn Ballad of the White Horse, G.K. Chesterton describes the Virgin Mary:
Her face was like an open word
When brave men speak and choose,
The very colours of her coat
Were better than good news.
Why the colors of her coat?
The medievals took their dyes very seriously. This was before modern chemistry, so you had to try hard if you wanted good colors. Try hard they did; they famously used literal gold, hammered into ultrathin sheets, to make golden highlights.
Blue was another tough one. You could do mediocre, half-faded blues with azurite. But if you wanted perfect blue, the color of the heavens on a clear evening, you needed ultramarine.
Here is the process for getting ultramarine. First, go to Afghanistan. Keep in mind, you start in England or France or wherever. Afghanistan is four thousand miles away. Your path takes you through tall mountains, burning deserts, and several dozen Muslim countries that are still pissed about the whole Crusades thing. Still alive? After you arrive, climb 7,000 feet in the mountains of Kuran Wa Munjan until you reach the mines of Sar-i-Sang. There, in a freezing desert, the wretched of the earth work themselves to an early grave breaking apart the rocks of Badakhshan to produce a few hundred kilograms per year of blue stone - the only lapis lazuli production in the known world.
Buy the stone and retrace your path through the burning deserts and vengeful Muslims until you’re back in England or France or wherever. Still alive? That was the easy part. Now you need to go through a chemical extraction process that makes the Philosopher's Stone look like freshman chem lab. "The lengthy process of pulverization, sifting, and washing to produce ultramarine makes the natural pigment … roughly ten times more expensive than the stone it came from."
Finally you have ultramarine! How much? I can’t find good numbers, but Claude estimates that the ultramarine production of all of medieval Europe was around the order of 30 kg per year - not enough to paint a medium-sized wall. Ultramarine had to be saved for ultra-high-value applications.
In practice, the medievals converged on a single use case - painting the Virgin Mary’s coat.