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I have seen the AGI, and it is Gemini 2.5 Pro

If you go and look at Metaculus you’ll see that regardless of the recent breakthroughs like VEO3 and OpenAI’s “Ghiblification” (probably the first AI image system where accusing the outputs of being “slop” makes the accuser look unreasonable rather than denigrates the picture itself) all the “when AGI?” benchmarks have been uncharacteristically stubborn. The question asking about “weak” AGI has gone nowhere for two weeks months while the median prediction on the question about full AGI has receded three years from 2031 to 2034.

It looks like Scott’s AGI 2027 push has failed to convince the markets. For the informed person, AGI is coming “soon” but isn’t imminent. However I think that actually AGI is already here, is freely available to anyone with an internet connection and is called Gemini 2.5 Pro.

For those of us not in the know, at the moment you can access Gemini 2.5 Pro for free with no limits on Google’s AI studio right here: https://aistudio.google.com/prompts/new_chat ; yep, you heard that right, the literal best text model in the world according to the lmarena.ai leaderboard is available for free with no limits and plenty of customisation options too. They’re planning on connecting AI studio access to an API key soon so go and try it out for free right now while you can. No need to overpay for ChatGPT pro when you can use AI studio, and it’s a lot lot better than the Gemini you get via the dedicated app/webpage.

Our story begins a few days ago when I was expecting delivery of a bunch of antique chinese hand scroll paintings I had purchased. Following standard Chinese tradition where collectors would add their own personal seal in red ink to the work and seeing as these scrolls already had a bunch of other seal glyphs I wanted to add my own mark too. The only issue was that I didn’t have one.

This led to a rabbit hole where I spent a good portion of my Saturday learning about the different types of Chinese writing all the way from oracle bone script to modern simplified script and the different types of stones from which seal were made. Eventually after hours of research I decided I wanted a seal made from Shoushan stone written in Zhuànshū script. That was the easy part.

The real difficulty came in translating my name into Chinese. I, with a distinctly non Chinese name, don’t have an easy way to translate the sounds of my name into Chinese characters, which is made all the harder by the fact that pretty much all Chinese syllables end in a vowel (learning this involved even more background reading) even though my name has non-vowel ending syllables. Furthermore, as a mere mortal and not a Son of Heaven with a grand imperial seal, decorum dictated that my personal mark be only 4 characters and around 2cm*2cm, enough to be present but not prominent on the scroll.

All this led to further constraints on the characters to be put on my seal, they couldn’t be so complex that carving them on a small seal would be impossible, and yet I needed to get my name and surname as accurately onto it as possible. Naturally this involved a lot of trial and error and I think I tried over 100 different combinations before coming up with something that sort of (but not completely) worked.

There was one syllable for which I could not find any good Chinese match and after trying and rejecting about a dozen different choices I threw my hands up and decided to consult Gemini. It thought for about 15 seconds and immediately gave me an answer that was superior to literally everything I had tried before phonetically, however unfortunately was too complex for a small seal (it wouldn’t render on the website I was buying the seal from).

I told Gemini about my problem and hey ho, 15 seconds later another character, this time graphically much simpler but sounding (to my non-Chinese ears) exactly the same was present and this actually rendered properly. The trial and error system I was using didn’t even have this particular character as an option so no wonder I hadn’t found it. It also of its own volition asked me whether I wanted to give it my full name so it could give me characters for that. I obliged and, yes, its output mostly matched what I had but was even better for one of the other syllables.

I was honestly very impressed. This was no mean feat because it wasn’t just translating my name into Chinese characters but rather translating it into precisely 4 characters that are typographically simple enough to carve onto a small seal, and with just a few seconds of thought it had managed to do something that had taken me many hours of research with external aids and its answer was better than what I had come up with myself.

All this had involved quite a bit of back and forth with the model so out of curiosity at seeing how good it was at complex multi step tasks given in a single instruction I opened up a fresh chat and gave it 2-3 lines explaining my situation (need seal for marking artworks in my collection). Now I’m an AI believer so I thought it would be good enough to solve the problem, which it absolutely did (as well as giving me lots of good unprompted advice on the type of script and stone to use, which matched my earlier research) but it also pointed out that by tradition only the artist themselves mark the work with their full name, while collectors usually include the letter 藏 meaning “collection”.

It told me that it would be a Faux Pas to mark the artworks with just my name as that might imply I was the creator. Instead it gave me a 4 letter seal ending in 藏 where the first three letters sounded like my name. This was something that I hadn’t clocked at all in my hours of background reading and the absolute last thing I would ever want is to look like an uncultured swine poseur when showing the scrolls to someone who could actually read Chinese.

In the end the simple high level instruction to the AI gave me better final results than either me on my own or even me trying to guide the AI… It also prevented a potential big faux pas that I could have gone my whole life without realizing.

It reminded me of the old maxim that when you’re stuck on a task and contacting a SysAdmin you should tell them what your overall goal is rather than asking for a solution to the exact thing you’re stuck on because often there’s a better way to solve your big problem you’ve overlooked. In much the same way, the AI of 2025 has become good enough that you should just tell it your problem rather than ask for help when you get stuck.

Now yes, impressive performance on a single task doesn’t make AGI, that requires a bit more. However its excellent performance on the multilingual constrained translation task and general versatility across the tasks I’ve been using it for for the last few weeks (It’s now my AI of choice) means I see it as a full peer to the computer in Star Trek etc. It’s also completely multimodal these days, meaning I can (and have) just input random PDFs etc. or give it links to Youtube videos and it’ll process them no different to how a human would (but much faster). Funny how of all the futuristic tech in the Star Trek world, this is what humanity actually develops first…

Just last week I’d been talking to a guy who was preparing to sit the Oxford All Souls fellowship exam. These are a highly gruelling set of exams that All Souls College Oxford uses to elect two fellows each year out of a field of around 150. The candidates are normally humanities students who are nearing the end of their PhD/recently graduated. You can see examples of the questions e.g. the History students get asked here.

However the most unique and storied part of the fellowship exam (now sadly gone) was the single word essay. For this, candidates were given a card with a single word on it and then they had three hours to write “not more than six sides of paper” in response to that prompt. What better way to try out Gemini than give it a single word and see how well it is able to respond to it? Besides, back in 2023 Nathan Robinson (or Current Affairs fame) tried doing something very similar with ChatGPT on the questions from the general paper and it gave basically the worst answers in the world so we have something to compare with and marvel at how much tech has advanced in two short years.

In a reply to this post I’m pasting the exact prompt I used and the exact, unedited answer Gemini gave. Other than cranking up the temperature to 2 no other changes from the default settings were made. This is a one-shot answer so it’s not like I’m getting it to write multiple answers and selecting the best one, it’s literally the first output. I don’t know whether the answer is good enough to get Gemini 2.5 Pro elected All Souls Fellow, but it most certainly is a damn sight better than the essay I would have written, which is not something that could be said about the 2023 ChatGPT answers in the link above. It also passes for human written across all the major “AI detectors”. You should see the words and judge for yourself. Perhaps even compare this post, written by me, with the output of the AI and honestly ask yourself which you prefer?

Overall Gemini 2.5 Pro is an amazing writer and able to handle input and output no different to how a human would. The only thing missing is a corporeal presence but other than that if you showed what we have out there today to someone in the year 2005 they would absolutely agree that it is an Artificial General Intelligence under any reasonable definition of AGI. It’s only because of all the goalpost moving over the last few years that people have slowly become desensitized to chatbots that pass the Turing test.

So what can’t these systems do today? Well, for one they can’t faithfully imitate the BurdensomeCount™ style. I fed Gemini 2.5 Pro a copy of every single comment I’ve ever made here and gave it the title of this post, then asked it to generate the rest of the text. I think I did this over 10 times and not a single one of those times did the result pass the rigorous QC process I apply to all writing published under the BurdensomeCount™ name (the highest standards are maintained and only the best output is deemed worthy for your eyes, dear reader). Once or twice there were some interesting rhetorical flourishes I might integrate into future posts but no paragraph (or larger) sized structures fit to print as is. I guess I am safe from the AI yet.

In a way all this reminds me of the difference between competition coding and real life coding. At the moment the top systems are all able to hit benchmarks like “30th best coder in the world” etc. without too much difficulty but they are still nowhere near autonomous for the sorts of tasks a typical programmer works with on a daily basis managing large codebases etc.. Sure, when it comes to bite sized chunks of writing the AI is hard to beat, but when you start talking about a voice and a style built up over years of experience and refinement, well, that is lacking…

In the end, this last limitation might be the most humanizing thing about it. While Gemini 2.5 Pro can operate as an expert Sinologist, a cultural advisor, and a budding humanities scholar, it cannot yet capture a soul. It can generate text, but not a persona forged from a lifetime of experience. But to hold this against its claim to AGI is to miss the forest for one unique tree. Its failure to be me does not detract from its staggering ability to be almost everything else I need it to be. The 'general' in AGI was never about encompassing every niche human talent, but about a broad, powerful capability to reason, learn, and solve novel problems across domains—a test it passed when it saved me from a cultural faux pas I didn't even know I was about to make. My style, for now, remains my own, but this feels less like a bastion of human exceptionalism and more like a quaint footnote in the story of the powerful, alien mind that is already here, waiting for the rest of the world to catch up.

John Psmith reviewed "Leap of Faith," about the institutional failures or collective "non-decision" leading to the 2003 invasion of Iraq. The review begins:

There are two stories from the run-up to the American invasion of Iraq that I can’t get out of my head. The first is that in the final stages of war planning, the US Air Force was drawing up targeting lists for the sorties they expected to make. They already had detailed plans for striking Iraq’s air defense systems, but they worried that they would also be asked to disable Iraqi WMD sites. So the Air Force pulled together a special team of intelligence officers to figure out the right coordinates for all the secret factories and labs that were churning out biological weapons and nuclear materials. Try as they might, they couldn’t find them. So…they just kept on looking.

The second story comes from an anonymous source who described to Michael Mazarr, the author of this book, the basic occupation strategy that the National Security Council was settling on. The concept was that once you “cut off the head” of the Iraqi government, you would witness a “rapid and inevitable march toward Jeffersonian democracy.” What I find amazing about this is that nobody even stopped to think about the metaphor — how many things march rapidly and decisively after being decapitated?

By his description, everybody involved wanted to invade Iraq, but the dynamic that resulted in an invasion seemed to be that of the Abilene Paradox. He links it to CW issues, with discussion of "moralism" in American foreign policy and due to it being a major issue about which American government went against the overwhelming preference of the populace, and Trump being an outlier critic of the war being a big part of his early appeal. A handful of thoughts:

  • Coincidentally, I just listened to a long interview with an early American casualty in the "First Battle of Fallujah" - it's worth a listen

  • It's hard to square the Powell Doctrine with the description of Powell, which raises a lot of questions

  • I'm skeptical of the accuracy and/or probative value of the psychoanalyses of the people involved, more generally, and it's unclear if it's Psmith's own interpretation or him relaying that of the original author

  • One point raised is that the perceived easy success in Afghanistan was a major factor, which makes me wonder if military campaigns should be deliberately made to seem more difficult than they are

  • I don't remember any defenses of the war to contrast against Trump

  • While one can debate the merits of NATO Expansion, which Psmith criticizes at the end, I don't remember anyone advocating it on moralistic grounds (or the basis of specific alleged strategic threats) or think it's a good parallel, in general (you could say that it's an issue with a disconnect between government policy and the preferences of populace, but the disconnect would be in the general vein of the proverbial man on the street not following that area of foreign policy)

This is a huge W for Israel. And frankly a necessary W for the country. If my generation continues to hold the politics that they hold now as they age, Israel is stuffed in about 20 years. They need to win these wars now, and make peace with the people that they are able to now, or they won't survive when the blue-hairs start being elected to the senate.

I'm not sure I really understand why so many zoomers are so rabidly pro-Palestine. I get being against what is happening in Gaza, but so many people seem to be completely ignorant of the history of conflict, perhaps willfully so. I used to enjoy going on /r/stupidpol, but that place has become as cesspit of pro-Hamas propaganda. Even if you think the state of Israeli was a Western colonialist project (debatable at best), the fact is there are 9 million Jews living there now. If Hamas/other Arab nations get their way, those 9 million Jews will either be all dead or displaced. How is that any better than what they think is happening in Gaza and the West Bank? Part of me hopes that most of my generation isn't really thinking about things that way, but based on reactions in my graduate department to 10/7 (immediate pro-Palestine protests despite the fact that ISRAEL was attacked), make me think that a lot of my generation actually just wants Israel gone. Which makes me pretty sad.

I lived in Israel in 2019, and as far as I could see, it was a country that would be worth preserving. The public infrastructure was functional, vast amounts of food are grown on relatively small amounts of land, and best of all the people there actually seemed to believe in something greater than themselves. I spent a bit of time in the north where most of the 1 million Arab citizens live (and also more time in Jerusalem where non-citizen Arabs are), and while they had complaints about their economic situation/racism from Ashkenazi Jews, it seemed like their lives were far far better than their relatives in the West Bank or even in other Arab countries. Heck in Jerusalem there were Israeli soldiers guarding the entrance to the upper temple complex to make sure I didn't go up there as a non-muslim. Would a Palestinian government grant the same kind of protection to a disenfranchised Jewish minority? For some reason, I doubt it.

I'm definitely much more liberal than a lot of people here, but this is one thing I just cannot stomach from my own tribe. It would be one thing if we just disagreed in the abstract, but most organizations on the left seemed to be obsessed with tying support for Palestine for everything. My grad union for example wants to send union dues to Palestine and to bargain to try and get Hopkins to divest from Israeli companies. I didn't fucking sign up for this shit when I signed my union card.

We're All Sitcom Characters Now

If you've ever watched a successful long running sitcom, you've seen it happen. The characters start out mostly normal with a quirk or two. Maybe a little neurotic, or slow, or promiscuous. Four seasons in and the characters have all become deranged parodies of themselves. All their most entertaining qualities have been heightened, everything relatable or normal has been squeezed out. The character that was a little slow is now a straight up drooling retard. The promiscuous character obsessively fucks everything that moves. The neurotic character is only a step removed from Howard Hughes in his final days. You watch the last episode and the first episode of a sitcom, and you'll barely recognize the characters.

It's obvious why it happens though. The writers and actors give the audiences what they want. Sitcoms are (or were?) a cuttroat business. There was little room for artistic integrity, vision, or any other high minded concepts. Give the audiences what they want, or they'll change the channel and the show will be cancelled. Just shut up and do it!

I regret to inform you that we are all on a sitcom now. Everyone is enmeshed with an attention economy. Be it farming engagement on twitter, or upvotes on a reddit clone. And unlike actors who only have to inhabit their roles for hours a day, for a shooting schedule that might be weeks or months out of a year, those enmeshed in the attention economy must be in character 24/7. On social media, on streaming, on podcast, on youtube, all at once, all the time.

Some have whole heartedly embraced this. Twitter is full of people being characters, allowing the algorithm or engagement to tweak the dials on their personality. Like a second subconscious that lives in the cloud. Catgirl Kulak comes to mind. He's out there using an AI catgirl as an avatar, staying more and more in character as some sort of neo pagan feral/trad nordic catgirl with hot takes. It's a dangerous game he's playing, existing more and more in a fictional role. But there are others. The preposterous performative pro-Elon or pro-Trump nonsense I saw and tried to avoid on twitter this last week was really something. Twitter super users who've built their brand on being staunch partisans like Catturd out there acting like absolute charicatures of themselves. They're just sitcom characters anymore, and rapidly approaching the braindeath of the latter seasons. Others I don't think fully understand what was happening to them. I wonder how much upvote driven personality disorders had to do with certain flameouts here.

Because eventually every sitcom hits the wall. The characters have been intellectually and emotionally abused and lobotomized to such a point where there is no humanity left in them to ritualistically beat out for the amusement of the audience. It gets it's final season where the writers attempt to rehabilitate them just enough to send them off into the sunset.

There are no writers to rehabilitate you when the algorithm is done with you, and you've lived inside a cartoonish and horrifying version of yourself for attention for years on end.

I read the new ACX Review post about Alpha School (by an anonymous writer, not Scott). It was well written, but a bit of a slog, because it's quite long for an essay, but not as polished as a book. Some thoughts:

  • The school in question costs $40,000/year, and the writer sent three children there last year. There were apparently only 10 children in their cohort.
  • The big headline for the Alpha School model is that it has only two hours of core academics. I looked at the schedule for my local elementary school, and they have 2.75 hours of core academics. I don't think most people know this. I get the impression the writer, who spent hundreds of thousands of dollars sending three children to this elite private school and wrote a very long essay about it also doesn't know this. Forty-five minutes a day is not nothing, but is not a huge deal or the main thing the school has going for it.
  • The other headline is that they progress 2.6 times faster on the state mandated curriculum, so they'll probably finish it all by junior high or so. Sure. Great. It's nice for kids to learn more things sooner.
  • They have an incentive structure that appears to cost about $400 per child per year, which they earn mostly for completing their lessons well and on time, and can buy real things that they like, not extremely cheap things that individual teachers can afford to buy themselves, like at many schools. It's not impossible that public schools can adopt this, if they're convinced enough. Medicaid gives mothers points for taking their babies to checkups, which they can use in an online shop to buy books, toys, kitchen items, etc.
  • The teachers are well paid ($60,000 - $150,000), not called teachers ("guides"), and have a slightly different schedule structure from public school teachers. In public schools, the art, music, PE, library, and sometimes other teachers are the only specialists, and their schedule is determined entirely by the need to provide a break to the main teachers. There's some office politics around when this "prep" happens, and how the schedules are set up. Apparently at Alpha, all the students work on the digital platform for the first half of the day, and it's not entirely clear what the "guides" are doing during that time -- students ask for individualized help from call center teachers in Brazil -- but given the pay rates, presumably they're doing something. Then they lead clubs and whatnot in the afternoon. That sounds nice, but they're paying them more than the public schools, so I wonder if there's a catch. That's a big part of the question of whether it could scale or not. Could educational assistants do what the Brazilian on call tutors are doing? Could public school teachers do whatever the guides are doing? It's unclear.
  • Every public school teacher I've talked to likes the idea of morning academics, afternoon specials. This doesn't work due to the schedules of the specials teachers, and also staggered lunches. Large elementary schools have six lunches a row, and are very inflexible about that. Apparently it works at Alpha both because all the teachers are, to some extent, specials teachers, and they have less than 100 kids, so lunches are not a huge concern.
  • I can see why the SSC-sphere is apparently full of well off people with gifted children, but do not personally relate all that strongly. If I were going to send my kids to a school like that, it would be for the better/longer electives and more interesting peer group, more than for the accelerated learning.

Why doesn't Ted Cruz know the population of Iran?

Others have taken the meat of your post to respond to already, so I'm going to reply with a tangent: who cares?

What utility does knowing Iran's population matter? What relevance is the specific number of Iranians to any American interests? They're a far group whose only relevance is how much they might endanger our investments in the Middle East with their constant terrorism funding and sabber-rattling. There could be ten million, twenty, one hundred, it'd change no calculus.

The population of a minor nation across the sea is trivia. It's not important knowledge, and not knowing it shouldn't be taken as significant. It's like not knowing what Burkina Faso is the capital of.

On top of that, I don't see any possible way the Dems can attract young male voters back. They've gone way too far out on the "men are inherently evil" limb. Can't reel that back in without pissing off the unmarried white female demographic that is their backbone. But any guy who looks and sees how they force any popular young Democrat male through a struggle session, like with Harry Sisson, will balk at anything they say. There's NOTHING to offer them.

I could imagine it. Much of the Republican coalition would also like to put the average young male voter through a struggle session for such crimes as watching pornography, playing video games, engaging in "devil worshipping" activities like D&D, and not being married. Trump won because he wasn't identified with that faction of the party. If the 2028 candidate decides to wrap themselves in conservative Christianity, those young men could decide to take a hike. Remember, it won't be BASED Christianity developed by and for young men, it will be the Christianity of boomer-brained Gen-X-er preachers and middle-aged church ladies.

  • -14

Recently on LessWrong: Estrogen: A trip report

(Yes, he's treating estrogen HRT as the type of psychedelic drug that might necessitate a "trip report".)

There's a lot to sift through here, but the most interesting part of the post to me was being introduced to the concept of the schizotypy spectrum, a related-but-distinct counterpart to the autism spectrum. Autistic traits and schizotypal traits both have similar outward manifestations (e.g. introversion and difficulties with social interaction), but they have different root causes and different internal subjective manifestations (principally, autistic types are higher in detail-orientation, and schizotypes are more prone to disorganized and delusional thinking):

A couple of years ago Ely recommended that I read the paper, Autistic-Like Traits and Positive Schizotypy as Diametric Specializations of the Predictive Mind (Andersen, 2022). It turned out to be the most interesting paper I read while writing this post. The author proposes that the archetypal behavioural traits observed in autism and schizotypy – like variation in attentional modulation, theory of mind, and exploratory behaviour – are downstream from a fundamental oversensitivity or undersensitivity to sensory prediction errors, respectively:

It has previously been argued that autism-spectrum conditions can be understood as resulting from a predictive-processing mechanism in which an inflexibly high weight is given to sensory-prediction errors that results in overfitting their predictive models to the world. Deficits in executive functioning, theory of mind, and central coherence are all argued to flow naturally from this core underlying mechanism.

The diametric model of autism and psychosis suggests a simple extension of this hypothesis. If people on the autism spectrum give an inflexibly high weight to sensory input, could it be that people with a predisposition to psychosis (i.e., people high in positive schizotypy) give an inflexibly low weight to sensory input?

[...]According to these models, everyone falls somewhere on the autism–schizotypy continuum, and neither autistic-like traits nor positive schizotypy represent dysfunction. Instead, each side of the continuum is accompanied by its own set of cognitive-perceptual strengths and weaknesses. People high in autistic-like traits are detail-oriented, have a focused attentional style that allows them to ignore distractors, have some advantages in sensory-discrimination abilities, and have highly developed systemizing skills, allowing them to learn and use complicated rules-based systems.

People high in positive schizotypy tend to be imaginative and creative and have a more diffuse attentional style (compared with the average person) that allows them to switch their attention more easily. There is also some evidence that people high in positive schizotypy tend to direct their attention toward highly abstract, "big-picture" concerns rather than focusing on details.

[...]Although the autistic type may rely more on culturally inherited high-level belief systems, the schizotype's proclivity for tinkering with high-level priors may lead to the construction of relatively idiosyncratic high-level belief systems. In our own culture, this could manifest as having odd or (seemingly) unlikely beliefs about high-level causes. This may include beliefs in the paranormal, idiosyncratic religious beliefs (e.g., being "spiritual but not religious"), or believing conspiracy theories, all of which are associated with positive schizotypy.

The author of the post then goes on to claim that, subjectively, estrogen caused him to experience a shift away from autistic traits and towards schizotypal traits:

I'll outline some of the psychological changes I've noticed in myself since starting estrogen. The term "schizo" is used very informally in today's internet vernacular, making it difficult to discuss these concepts in a sensible manner – but if the reader is comfortable playing armchair psychologist, perhaps they can judge for themselves whether the following makes me more "schizo":

  • Increased predisposition towards associative thinking. Activities like tarot are more appealing.
  • Increased predisposition towards magical thinking, leading to some idiosyncratic worldviews. This can probably be gauged by the nonsense I post on Twitter.
  • Increased experience of meaningness in day-to-day life. This felt really good.
  • Increased mentalising of other people's internal states, resulting in a mixture of higher empathy and higher social anxiety. I'm somewhat more neurotic about potential threats.
  • Decreased sensory sensitivity.
  • Decreased attentional diffusion, contrary to what the paper predicts.
  • Decreased systematising and attention to detail, for instance with tedious matters like finances.

Obviously this all has to be taken with a grain of salt, because the risk of confounding factors and psychosomatic/placebo effects in this case is high. Nonetheless, I'm curious whether pre-existing schizotypal traits in an individual (contrary to the author's experience in which HRT induced these traits) might play a causal role in explaining the abnormally high incidence rate of MTF transsexuality among so-called "terminally online" young men. By "terminally online" I mean the prototypical image of this demographic: likely to be in a STEM field, likely to have had little romantic success with women, likely to have obsessive "nerdy" interests like anime and video games, etc. This demographic is often stereotyped as "autistic", although that label may potentially conflict with the fact that MTF transsexuals are disproportionately drawn from this demographic as well, since it's not clear a priori why a disorder that allegedly gives you a "hyper male brain" would also make you more likely to want to be a woman. But if some of these "autistic" men actually belong to other personality clusters that have a tendency to masquerade as autism, it could help us build a higher resolution mapping of this region of cognitive space and provide more accurate explanations of the trajectories of different individuals (especially because one of the schizotypal traits is, as mentioned previously, a predisposition towards delusional thinking).

Regardless of which theory ultimately turns out to be correct, I think the biological basis of LGBT traits (or at least, which intrinsic traits increase one's predisposition towards being LGBT) is a subject that deserves further study. In my experience, anti-wokes are more likely to entertain the possibility of race and sex differences being biologically intrinsic, but they shy away from applying biological explanations to LGBT, preferring instead to endorse social constructivist theories (and in particular, the "social contagion" theory for transsexuality). Wokes are the opposite, heavily opposing biological explanations for race and sex differences but somewhat warmer towards biological explanations for LGBT (although they may not allow themselves to present it in exactly those terms). I prefer the simple, consistent position: it's all (at least partially) biological! Social contagion is undoubtedly a part of why the incidence rate of transsexuality has skyrocketed in the last several decades, although I think it's clear that only some people are susceptible to "catching" the contagion in the first place, and one's individual susceptibility is biologically mediated.

A moderately interesting interview with Eric Trump just dropped in the FT. (Limited-use gift link - the article is paywalled but may also be accessible on a 5/month basis with free registration)

The headline is "Eric Trump opens door to political dynasty." It isn't explicit, but applying bounded distrust it looks like the FT reporter raised the issue and Eric responded mildly positively. It is consistent with the Trump family's general approach of keeping the idea of an illegal 3rd term and/or a dynastic successor in the public eye while maintaining plausible deniability about actually doing it.

I don't find Eric's denials that the family is making money off the Presidency interesting - the Mandy Rice-Davies principle applies. Eric is lying here and the FT makes this clear to a reader who is paying attention while avoiding words like "lie" and "falsely". It is an interesting example of a political reporter trying to write about a lying politician without engaging in either hostile editorialising or "opinions about shape of earth differ" non-journalism.

If I had to guess, Eric is positioning himself, personally for a future move into politics. Over the last few years Eric has been running the Trump Organisation while Don Jr and Barron support their father's political operation. With Barron taller and more talented, but still a long way off 35, Don Jr is the obvious dynastic successor at the moment. But the bit of the interview about a Trump dynasty is explicitly about the idea of Eric and not Don Jr being the politician.

I want to talk about genetics. Scott Alexander has a new piece out about Missing Heritability, basically going through the issues with twin studies:

Twin studies suggested that IQ was about 60% genetic, and EA about 40%. This seemed to make sense at the time - how far someone gets in school depends partly on their intelligence, but partly on fuzzier social factors like class / culture / parenting. The first genome-wide studies and polygenic scores found enough genes to explain 2%pp1 of this 40% pie. The remaining 38%, which twin studies deemed genetic but where researchers couldn’t find the genes - became known as “the missing heritability” or “the heritability gap”.

Scientists came up with two hypothesis for the gap, which have been dueling ever since:

Maybe twin studies are wrong.

Maybe there are genes we haven’t found yet

He goes through a TON of research literature, basically describing how the entire scientific apparatus in genetics tried to figure out why twin studies couldn't be confirmed via actual genetics. To me, it sounds like an extremely robust way to prove that the twin studies were wrong. However, his ultimate conclusion appears to be:

So how heritable are complex traits, and why can’t different methods agree on this?

I think the twin / pedigree / adoption estimates are mostly right. They are strong designs, their assumptions are well-validated, and they all converge on similar results. They also pass sanity checks and common sense observation.

Although polygenic scores, GWAS, GREML, RDR, and Sib-Regression are also strong designs, they’re newer, have less agreement among themselves, and have more correlated error modes in their potential to miss rarer variants and interactions. Although it’s hard to figure out a story of exactly what’s going on with these rarer variants and interactions, there seems to be some evidence that they exist (again, see 1, 2, 3)15, and it seems easier to doubt this new and fuzzy area than the strong and simple conclusions from twin / pedigree / adoption work.

So... even though the twin studies can't really be proven, despite two decades of intensive, worldwide research focus and ungodly amounts of funding, he still argues they are "mostly right."

To me, this assertion is evidence of the glaring blindspot which materialist rationalists such as Alexander have - they assume that materialism / genetic determinism is right, and then reason backward in order to make their fundamental assumptions fit the data. While the genetic framework is clearly helpful and has had some limited success in new medical breakthroughs, it's beyond obvious to anyone with an ounce of common sense that compared to the hype in the early 2000s, the new branches of genetic science have been a massive let down.

Overall I'm very curious where the life sciences will go. Iain McGilchrist, author of The Master and His Emissary as well as other books, makes some interesting comments in a recent post where he excerpts his own book:

As David Bohm commented in the 1960s, it is an odd fact that, just when physics was moving away from mechanism, biology and psychology were moving closer to it. ‘If the trend continues’, he wrote, ‘scientists will be regarding living and intelligent beings as mechanical, while they suppose that inanimate matter is too complex and subtle to fit into the limited categories of mechanism.’[9] He was not mistaken.

Nonetheless, in the first half of the twentieth century, many philosophically minded biologists, including such eminent British figures as John Scott Haldane and his better-known son, J.B.S. Haldane, as well as Conrad Hal Waddington, moved decisively, like the physicists, away from the machine model. Less renowned, largely by his own choice, but no less distinguished, was Ludwig von Bertalanffy, the great Austrian biologist and polymath who originated general system theory. In 1933 he wrote: ‘we cannot speak of a machine “theory” of the organism, but at most of a machine fiction’.[10]

Despite this encouraging development, a more or less abrupt reversion to the seventeenth-century Cartesian model came over the life sciences with the rise of molecular biology, and its language of ‘programmes’, ‘codes’, and so forth, in the twentieth century’s second half. According to Carl Woese, writing in 2004, ‘biology today is little more than an engineering discipline’.[11] And Woese was no embittered outsider. His pioneering work revolutionised mainstream biology; he was one of the most influential and widely honoured microbiologists of all time, described by a colleague as having ‘done more for biology writ large than any biologist in history, including Darwin’.[12] But he was disturbed by what he saw.

We'll have to see if biologists are actually able to move beyond the mechanistic model and into a more complex, realistic view of life. The obvious CW implications here are how the scientific/materialist worldview and the religious worldviews continue to interact. Right now, the Left seems to be mostly materialist, whereas the right is (nominally) religious. If we can work to merge these two views, we may find more political unity or at least a new set of combinations for our political approaches.

Farms are one of those things where you just can't get Americans to do it. You can pay well-above market rate, they won't do it. You can hire out of the parole office, they'll still quit knowing they stand a good chance of going to jail for it.

Like duh, Trump was never going to crack down on fruitpickers and no one really wanted him to.

The continuing saga of Aboriginal issues in Australia!

You may recall that in 2023 Australia had a referendum on changing the constitution to attach a permanent Aboriginal advisory body to parliament. That referendum was rejected around 60-40. We discussed it here at the time, and since then I've been keeping an eye on the issue. Since then, many state governments have stated their intention to go ahead with state-level bodies, or even with 'treaty'.

'Treaty', in the context of Aboriginal activism in Australia, is a catch-all term for bilateral agreements between state and federal governments and indigenous communities. Whether or not this is a good idea tends to be heavily disputed, with the left generally lining up behind 'yes', and the right behind 'no'.

Anyway, I bring this up because just last week, in Australia's most progressive state, Victoria, the Yoorrook Report was just published.

This is the report of a body called the Yoorrook Justice Commission, a body set up in this state with public funds whose purpose is to give a report on indigenous issues in the state. They call this 'truth-telling' (and indeed 'Voice, Treaty, Truth' was the slogan of the larger movement for a while), though whether or not the publications they put out are true is, well, part of the whole issue.

Here is the summary of their report.

You can skip most of the first half - the important part is their hundred recommendations, starting from page 28 of the PDF, all beginning with the very demanding phrase 'the Victorian Government must...'

This puts the Victorian government in a somewhat difficult position. They love the symbolism of being progressive on Aboriginal issues, and indeed are currently legislating for a more permanent indigenous advisory body to parliament. However, the actual recommendations of the Yoorrook Report are very expensive, very complex, and in many cases blatantly unreasonable, at least to my eyes. Some examples would include recommendations 4 (a portion of all land, water, and natural-resource-related revenues should be allocated to indigenous peoples), 21 (land transfers), 24 (reverse burden of proof for native land title), 41 (recognise waterways as legal persons and appoint indigenous peoples as their representatives, like that river in New Zealand), 54 (decolonise school libraries by removing offensive books), 66-7 (universities must permanently fund additional Aboriginal support services and 'recompense First Peoples staff for the 'colonial load' they carry'), and 96 (establish a permanent Aboriginal representative body 'with powers at all levels of political and policy decision making'). Needless to say the recommendations taken as a whole are both expensive and politically impossible, especially since even Victoria rejected the Voice 55-45.

Possibly from Yoorrook's perspective the idea is just to open with a maximal demand that they can then negotiate down from; or possibly it's to deliberately make demands that cannot possibly be satisfied so that there will remain a need for activists in this space. From the state government's perspective it's tricky, because they will want to appear responsive and sympathetic, but not want to actually do all this. I predict that they will accept a couple of the cheaper, more fig-leaf recommendations and ignore the rest, maintaining a status quo where we engage in symbolic acts of recognition and guilt but nothing more, and the Aboriginal rights industry, so to speak, continues to perpetuate itself.

If the Victorian Liberals (the state branch of our centre-right party) were more on the ball, I might have expected them to politically profit from this and make a good bid at the next election, but unfortunately the Victorian Liberals are in shambles and have been for some time, and the recent smashing of the federal Liberal party at the last election doesn't make it look good for them either.

This is the "birthright citizenship" case: does the Court agree with the Trump administration that some people born on U.S. soil are nevertheless not American citizens? IDK! Because the Court doesn't answer that question.

I'm honestly a bit frightened by this one. I don't find most of Trump's stuff all that worrisome but this seems potentially pretty society altering.

My parents were illegal immigrants. They had me here in the late 70s so I had citizenship by birth. My parents have since received amnesty and even applied for citizenship and received it as well. But I think if the EO holds I don't see why they could not apply this retroactively. If it makes sense to do it for the future it makes sense to do it for the past too.

My parents would have more standing to stay in the US than I would.

Would be kind of funny to have to pack up and start a new life in the old country though in middle age.

I'm not sure I really understand why so many zoomers are so rabidly pro-Palestine.

This is not a huge mystery. If you're a left-leaning zoomer, you've spent most of your adult life watching right-wing Israeli governments take advantage of the US government to commit human rights violations while aggressively snubbing the Democrats and boosting the Republicans. You can invoke the history of the conflict or the gruesome spectre of a Hamas victory all you like, but you're contrasting ancient history* and lurid hypotheticals to current reality. If Israel had pursued a measured response to the Oct. 7th attacks (and especially if they weren't also constantly nibbling away at Palestinian territory), they would have been able to garner a lot of sympathy. Not from everyone - there are indeed people who think Israel can do no right - but from most. After all, it seemed like a vindication of the aforementioned lurid hypotheticals. Israel, however, does not do measured responses. And if the IDF's conduct isn't quite the war of annihilation their most vocal critics claim, it's still increasingly hard to argue that Israel isn't waging a war against the Palestinian people rather than simply going after Islamic terrorists.

Even if you're not left-leaning or otherwise sympathetic to the Palestinians, it's easy to feel like this is an incredibly one-sided relationship.

*which is not always especially favorable to the Israelis in any event.

Congratulations! You’ve advanced from lazy, uncharitable snarling at your enemies to. Uh. Marginally higher-effort snarling at the same people.

It doesn’t look like you are arguing to understand anything. It looks more like you’re picking fights. This is an immense pain in the ass and against various rules.

One week ban.

Copying over a post from the ssc subreddit because I found it interesting. (Hope this is allowed.)


In the mid 2010s there was a crisis around social security disability. Things were so dire that estimates placed the DI reserves to run out by 2016.

And yet as we know, this didn't happen. Part of it was thanks to the Bipartisan Budget Act of 2015, which temporarily reallocated payroll tax revenues from the OAS fund to the DI trust fund but that was temporary and ran out in 2022. And as far as I can tell (and as far as my double checks with the chatbots can find), it wasn't extended.

And now with the upcoming social security crisis the DI reserves are the only part to not be facing any expected issues.

The Disability Insurance (DI) Trust Fund is projected to be able to pay 100 percent of total scheduled benefits through at least 2098, the last year of this report's projection period. Last year's report projected that the DI Trust Fund would be able to pay scheduled benefits through at least 2097, the last year of that report's projection period.

Another piece of the disability crisis, 14 million people were on disability in 2013 and the number was expected to keep rising and rising. And yet it didn't happen, the trend reversed and as of 2024, only around 7 million are on disability It was halved! Substantial drop! We're back to levels from two decades ago.

Why? How did things change so radically so fast?

  1. Covid. I don't know how much of an impact Covid had, but it was disproportionately impacting the disabled both directly and indirectly (by using up hospital resources) and that likely lead to some deaths but it doesn't seem to be that much, we were already trending downwards before the pandemic. [Edit: See edit below, it's quite possible that Covid had a greater impact than I thought]

  2. The social security admin changed up their policies a bit and got more pressure on appeal judges to make denials. This had an impact, but the changes to denial rates don't seem to be that drastic to explain a 50% drop. And since then that small trend downwards has actually reversed too, the overall final award rate of 2024 applications seems to be higher than the mid 2010s average.

I don't think those are the main reasons why it changed.

What do I propose was the main reason? The economy got stronger and the disabled got older.

You can see for yourself how disability applications correspond pretty heavily with the unemployment rate.

Unemployment has a selection bias, it mostly impacts the older, sicker and less educated. Those are people who in a good economy with low unemployment might be able to get jobs, but in a weaker economy they are too old and disabled to find something compared to their healthier younger peers.

You can see a huge surge in disability applications around the time of the great recession. These people were largely in their late 50s and early 60s, too young for early retirement but too old in the recession environment to compete well.

An NPR article from the time reveals this in an example of [in 2009] 56 year old Scott Birdsall and what an employee at a retraining center told him after a local mill closed down and the aging workers were left finding other jobs

"Scotty, I'm gonna be honest with you," the guy told him. "There's nobody gonna hire you … We're just hiding you guys." The staff member's advice to Scott was blunt: "Just suck all the benefits you can out of the system until everything is gone, and then you're on your own."

A 56 year old in 2009 is what age in 2024? 71. They are past retirement age, and would have transitioned off of disability and onto normal retirement pay.

This is what I think solved a significant portion of the disability crisis. Overall disability in the late aughts and early 2010s was being used as a makeshift early retirement program for uneducated middle aged and senior workers who didn't yet quality for their benefits, but were functionally unemployable already in the post recession economy.

And while I came up with this idea for myself, during research I stumbled onto an analysis that suggests the same thing. Their analysis ended at 2019, where there was still roughly 9.8 million on the rolls, and found that about half the explanation is the business cycle/aging and half is ALJ retraining. The trend from 2019-2024 is likely explained in a similar way, and given the increased final award rates we've tended back towards, this is likely explained even more heavily by the aging explanation.

There are some factors that help support this explanation more. SSDI in general tends to go to older, poorer, more rural and sicker (at least given death rates are 2-6x higher than peers) individuals.

"The typical SSDI beneficiary is in their 50s; more than three-quarters are over age 50, and more than 4 in 10 are 60 or older"

While this does not explain why the 2010s surge itself happened since those factors are relatively stable, it does explain why the surge was so temporary.


This also leads to an interesting question, what happens in the next period of high unemployment? How do we plan to address mass AI based layoffs if they occur?

Many people may be able to find a new job, but many won't and we will likely be facing a new disability crisis if it is forced to served as a early retirement program again.


Edit:

Thinking about it, one weirdness here is Covid unemployment which didn't seem to increase disability rates and in fact the trend downwards continued despite that. But we did see a huge surge in early retirement with about 2.6 million excess retirees. So maybe something changed in how early retirement works since? Or maybe Covid era unemployment mostly impacted younger healthier people or the jobs market for furloughed workers wasn't as bad. Or heck, maybe it's just coincidence that the downward trend was already happening and Covid really did have a major impact on the total number of beneficiaries.

My guess would be in the recovery, Covid unemployment surged higher but recovered really fast so we probably just didn't see as many Scott Birdsall situations.


Back to my thoughts, I'm extremely skeptical that the disability numbers could halve over such a relatively short period without some sort of accounting trickery. I could definitely see Covid having an impact, especially since the vast majority are older people. But the drop in numbers is just too great for me to take them at face value.

We've seen it before with disability, social security, etc, but often times the medicalized benefits system will just shuffle large amounts of people from one category to another once political pressure comes to bear on a label like "disability."

This also reminds me of the old post by Alone on how SSI is basically medicalizing political problems - can't seem to find it but if anyone knows what I'm talking about and has the link that would be great.

One of my favorite bands just took a bunch of AI accusations, I guess, and he wrote a somewhat-pissed Substack post. That lead singer doesn't often step into culture war stuff, but this was close enough, I think:

Unfortunately, as soon as we released the other day, people started accusing us of using an AI image. Now, I want to be clear, this is not an AI generated image, and I have the layered design files to prove it, but I get that it has certain features which can easily make someone think it is, particularly the similar-ish smiling faces. And everyone is talking about AI nowadays, and so they’re all primed to think it is AI. Seriously: Fair enough, I’m not blaming anyone. But I’ve seen the design templates, it really isn’t.

and goes on to say that fighting AI art in this way is fruitless:

And so, there is no “solution” to the problem of AI imagery other than the one the Luddites came up with over two centuries ago: smash the machines. Until we can actually smash the machines (literally or semi-literally), the AI will just get better and better until no-one can tell. This day is fast coming. So, I think we should either start figuring out how to smash the machines or accept our fate. There is no middle way. And so, with all due respect for those honorable people who just hate AI and want real art to prevail, calling out artists because you think you can “tell” is just another one of those doomed middle ways.

I regret that the culture war is poking random people in a new way in the last couple of years, and I can't help but cynically laugh at it. Not to mention how short-sighted it is. In that post, the lead singer details how much of a pain it is to do graphic design for music, and videos, and other art, and he hates it. Imagine if you could get a machine to do it? Also, it actually lifts up people who do not have money and allows them to make art like the people who have money do. Look at this VEO 3 shitpost. Genuinely funny, and the production value would be insane if it was real, for a joke that probably wouldn't be worth it. But now, someone with some Gemini credits can make it. This increases the amount of people making things.

I'm not sure I have any real thesis for this post, but I haven't been very good at directing discussion for my own posts, so, reply to this anecdote in any way you see fit. I thought it was interesting, and a little sad.

The most salient lesson of the post-Cold War era: Get nukes or die trying.

A nation's relationship to other states, up to and especially including superpowers, is completely different once it's in the nuclear club. Pakistan can host bin Laden for years and still enjoy US military funding. North Korea can literally fire missiles over South Korea and Japan and get a strongly-worded letter of condemnation, along with a generous increase in foreign aid. We can know, for a fact, that the 2003 Iraq War coalition didn't actually believe their own WMD propaganda. If they thought that Saddam could vaporize the invasion force in a final act of defiance, he'd still be in power today. Putin knows perfectly well that NATO isn't going to invade Russia, so he can strip every last soldier from the Baltic borders and throw them into the Ukrainian meat grinder.

Aside from deterring attack, it also discourages powerful outside actors from fomenting revolutions. The worry becomes who gets the nukes if the central government falls.

Iran's assumption seems to have been that by permanently remaining n steps away from having nukes (n varying according to the current political and diplomatic climate), you get all the benefits of being a nuclear-armed state without the blowback of going straight for them. But no, you need to have the actual weapons in your arsenal, ready to use at a moment's notice.

My advice for rulers, especially ones on the outs with major geopolitical powers: Pour one out for Gaddafi, then hire a few hundred Chinese scientists and engineers and get nuked up ASAP.

What I find most interesting about the current Israel - Iran conflict isn't necessarily a lot of the geopolitical implications / consequences (although of course they are important), but instead the way the war is being waged. It seems, so far as I can tell, that they are almost entirely "trading missile strikes" and that no boots are on the ground, there isn't even really much of a naval component. Just missile centers in cities or in the desert shooting at one another, causing damage that, from a citizen's POV, is essentially random.

I know that the World Wars were considered horrible because death in combat felt so random due to bombings, machine guns, etc. Are we now entering a new stage of warfare where soldiers are barely even involved, and we just shoot missiles at each others population centers, trying to decapitate the enemy leadership?

On the one hand, it's certainly... cleaner, I suppose? Much better than the horrid conditions of trench warfare during the World Wars, at least based on what I've read about it. Still though, it feels extremely cold and random, disconnected from the perspective of the average person.

Then again, the whole war in the Ukraine is very much boots on the ground, even if drones are heavily involved. I'm not sure (obviously) exactly how the future of war will develop, but we are certainly seeing interesting new innovations as of late. And we have barely even scratched the surface of using AI in warfare!

What are your best predictions for how future warfare will develop?

Regarding culture war aspects of this: I predict more Israel Bad posts everywhere. I have already seen some on reddit saying they'd rather that Iran have nukes than Israel because Israel has been the main aggressor in the region since its existence and Iran having nukes would help reign them in. I doubt we'll get huge rallies of people shouting "Free Iran!", though.

Thank you for sharing this!

I enjoyed that in a large part he seems to be sunk by the fact that he can't name his blood pressure medication.

This is vindicating to me, given the number of times I have asked a patient what life saving medicine they are on and gotten the response of "dunno."

Maybe it’s down to my social bubbles, but the way men are described in these kinds of posts just doesn’t mesh with the men I know.

Like the supposed truth that men aren’t big spenders and would happily sleep on a mattress in a cardboard box that had wifi. Sure men don’t tend to own as many knick-knacks and care less about interior decorating, but men loooove to spend big time on things they care about, like “gear” for their hobbies. Who’s buying $2,000 GPUs, 4k ultra wide monitors and pricy mechanical keyboards? Expensive guitars when they can barely string together a few chords? Ridiculously pricy sports gear? Who tends to spend extra on high performance sport version of cars even though they look basically the same as the base model? I don’t know any women who are impressed by a $1500 espresso machine, but I know guys who have them.

I’ve never seen an “average” man have issues with dating (casual sex, sure, but not dating). The guys I know who can’t seem to find a single woman to date… you can tell why from like a 5 min conversation. It doesn’t take the average guy an inordinate amount of effort to find an average woman and get married. Even awkward nerdy guys I know are getting married as long as they’re not actively unpleasant to be around.

I feel like that kind of malaise and blackpilling mostly happens to neurotic, terminally online people. If you touch grass in a first world country, those issues aren’t really there.

I had the opposite reaction medication names are the fucking worst.

If you want me to remember the name of a medication name it something that makes sense like "blood pressure fixer" not something that looks like a latin vomited up a few different flower names. If there is more than one blood pressure fixer pill then start adding numbers or company names after the initial part of the name.

Per Politico, Zohran Mamdani set to topple Andrew Cuomo in NYC mayoral race, at least the Democratic primary. Live results here if that changes. The general election is in November -- Cuomo left the door open as he conceded tonight already to run as an independent; current mayor Eric Adams already is intending to run as an independent. This is nothing short of a massive political earthquake. Here's what I see as the most important questions raised:

Did ranked choice (and associated strategy) make a major difference?

We don't know yet quite how much. In percents, Mamdani leads 43.5 - 36.4 with 91% reporting as of writing, this means on Tuesday ranked-choice results will be released as he didn't clear 50% alone, since Brad Lander who cross-endorsed Mamdani has 11.4, Adrienne Adams who did not for anyone has 4.1. But it seems a foregone conclusion he will win. I'm not certain how detailed a ranked-choice result we get. Do we get full ranked choice results/anonymized data, or do we only see the final result, or do we get stage by stage? The voter-facing guide is here which I might have to peruse. I think the RCV flavor here is IRV (fewest first-place votes eliminated progressively between virtual "rounds" until one has a majority)

In terms of counterfactuals, I believe the previous Democratic primary system was 40%+ wins, under 40% led to a runoff between top two, so Mamdani would have won that anyways. But the general election is, near as I can tell, not ranked choice, it is instead simply plurality, no runoff. This creates some interesting dynamics. Of course, it's also possible the pre-voting dynamics and candidate strategies of this race were affected.

My thoughts? It seems Cuomo was ganged up on, and I think ranked choice accelerated this. It will be very interesting to see how this did or did not pay off for Lander specifically -- was he close-ish to a situation where people hate Cuomo most, but are still uncomfortable enough with Mamdani to hand Lander a surprise victory from behind? Statistically this seems unlikely in this particular case, but it could still happen, and how close he comes could offer some interesting insights about how popular a strategy like this might be in the future.

Will Democratic support and the primary victory make a difference in the general election?

The literal million-dollar question. Cuomo might very well run again as an independent -- otherwise his career is kind of extra-finished, no? I suppose he could always try and run for Congress later, but this is a black eye no matter how you spin it. Eric Adams, the former Democratic candidate, has also had his share of scandals, so potentially there is some similarity with Cuomo on that level. But he does have an incumbency advantage, and has expected some kind of fight for a while. Republicans might back him more, however, depending on how much they dislike Mamdani. It's hard to say. Also, Mamdani would have the Democratic party machinery and resources behind him. How much will they pitch in? That's an open question for sure. It will certainly help to some extent, for legitimacy if nothing else.

Will these results generalize nationally? And if so, what part of the results?

First of all, you must see this as an absolute W for grassroots. Cuomo is a political super-insider, despite being a major bully who is widely disliked. Yet many former enemies have backed him anyways, especially more "moderate" ones. Interesting article link. Bloomberg for example backed him. He formed a super PAC "Fix the City" and it spent a ton of time on negative attacks against Mamdani, especially on his pro-Palestinian comments framing them as anti-Israel. There's that angle of course. I'd rather not get into it personally, but I'm sure there will be some observations about if the Israel-Palestinian issue was big or not, whether it was fair, etc.

Then there's the socialism angle. Do Democrats want more extreme left candidates? Are socialists ready for the big time? Was this Cuomo's unique weaknesses? Was is just crazy turnout among young people? Did AOC and friends help a lot? All things we will be thinking about for a number of months to come. Personally, I see this as Mamdani doing much, much better among kitchen-table issues for the median voter. All about affordability. Of course, the merit of his attempt is a separate question. He's pro rent control (economically sketchy but not unheard of), wants to create public supermarkets (horrible idea all around, supermarket margins are very small), taxing the rich (will they flee or not?), and is obviously young and not super experienced.