The QMA Singularity

September 27th, 2025

Update (Sep. 29): Since this post has now gone semi-viral on X, Hacker News, etc., with people arguing about how trivial or nontrivial was GPT5’s “discovery,” it seems worthwhile to say something that was implicit in the post.

Namely, GPT5-Thinking’s suggestion of a function to use “should have” been obvious to us. It would have been obvious to us had we known more, or had we spent more time studying the literature or asking experts.

The point is, anyone engaged in mathematical research knows that an AI that can “merely” fill in the insights that “should’ve been” obvious to you is a really huge freaking deal! It speeds up the actual discovery process, as opposed to the process of writing LaTeX or preparing the bibliography or whatever. This post gave one tiny example of what I’m sure will soon be thousands.

I should also add that, since this post went up, a commenter named Phillip Harris proposed a better function to use than GPT-5’s: det(I-E) rather than Tr[(I-E)-1]. While we’re still checking details, not only do we think this works, we think it simplifies our argument and solves one of our open problems. So it seems human supremacy has been restored, at least for now!


A couple days ago, Freek Witteveen of CWI and I posted a paper to the arXiv called “Limits to black-box amplification in QMA.” Let me share the abstract:

We study the limitations of black-box amplification in the quantum complexity class QMA. Amplification is known to boost any inverse-polynomial gap between completeness and soundness to exponentially small error, and a recent result (Jeffery and Witteveen, 2025) shows that completeness can in fact be amplified to be doubly exponentially close to 1. We prove that this is optimal for black-box procedures: we provide a quantum oracle relative to which no QMA verification procedure using polynomial resources can achieve completeness closer to 1 than doubly exponential, or a soundness which is super-exponentially small. This is proven by using techniques from complex approximation theory, to make the oracle separation from (Aaronson, 2008), between QMA and QMA with perfect completeness, quantitative.

You can also check out my PowerPoint slides here.

To explain the context: QMA, or Quantum Merlin Arthur, is the canonical quantum version of NP. It’s the class of all decision problems for which, if the answer is “yes,” then Merlin can send Arthur a quantum witness state that causes him to accept with probability at least 2/3 (after a polynomial-time quantum computation), while if the answer is “no,” then regardless of what witness Merlin sends, Arthur accepts with probability at most 1/3. Here, as usual in complexity theory, the constants 2/3 and 1/3 are just conventions, which can be replaced (for example) by 1-2-n and 2-n using amplification.

A longstanding open problem about QMA—not the biggest problem, but arguably the most annoying—has been whether the 2/3 can be replaced by 1, as it can be for classical MA for example. In other words, does QMA = QMA1, where QMA1 is the subclass of QMA that admits protocols with “perfect completeness”? In 2008, I used real analysis to show that there’s a quantum oracle relative to which QMA ≠ QMA1, which means that any proof of QMA = QMA1 would need to use “quantumly nonrelativizing techniques” (not at all an insuperable barrier, but at least we learned something about why the problem is nontrivial).

Then came a bombshell: in June, Freek Witteveen and longtime friend-of-the-blog Stacey Jeffery released a paper showing that any QMA protocol can be amplified, in a black-box manner, to have completeness error that’s doubly exponentially small, 1/exp(exp(n)). They did this via a method I never would’ve thought of, wherein a probability of acceptance is encoded via the amplitudes of a quantum state that decrease in a geometric series. QMA, it turned out, was an old friend that still had surprises up its sleeve after a quarter-century.

In August, we had Freek speak about this breakthrough by Zoom in our quantum group meeting at UT Austin. Later that day, I asked Freek whether their new protocol was the best you could hope to do with black-box techniques, or whether for example one could amplify the completeness error to be triply exponentially small, 1/exp(exp(exp(n))). About a week later, Freek and I had a full proof written down that, using black-box techniques, doubly-exponentially small completeness error is the best you can do. In other words: we showed that, when one makes my 2008 QMA ≠ QMA1 quantum oracle separation quantitative, one gets a lower bound that precisely matches Freek and Stacey’s protocol.

All this will, I hope, interest and excite aficianados of quantum complexity classes, while others might have very little reason to care.

But here’s a reason why other people might care. This is the first paper I’ve ever put out for which a key technical step in the proof of the main result came from AI—specifically, from GPT5-Thinking. Here was the situation: we had an N×N Hermitian matrix E(θ) (where, say, N=2n), each of whose entries was a poly(n)-degree trigonometric polynomial in a real parameter θ. We needed to study the largest eigenvalue of E(θ), as θ varied from 0 to 1, to show that this λmax(E(θ)) couldn’t start out close to 0 but then spend a long time “hanging out” ridiculously close to 1, like 1/exp(exp(exp(n))) close for example.

Given a week or two to try out ideas and search the literature, I’m pretty sure that Freek and I could’ve solved this problem ourselves. Instead, though, I simply asked GPT5-Thinking. After five minutes, it gave me something confident, plausible-looking, and (I could tell) wrong. But rather than laughing at the silly AI like a skeptic might do, I told GPT5 how I knew it was wrong. It thought some more, apologized, and tried again, and gave me something better. So it went for a few iterations, much like interacting with a grad student or colleague. Within a half hour, it had suggested to look at the function

$$ Tr[(I-E(\theta))^{-1}] = \sum_{i=1}^N \frac{1}{1-\lambda_i(\theta)}. $$

It pointed out, correctly, that this was a rational function in θ of controllable degree, that happened to encode the relevant information about how close the largest eigenvalue λmax(E(θ)) is to 1. And this … worked, as we could easily check ourselves with no AI assistance. And I mean, maybe GPT5 had seen this or a similar construction somewhere in its training data. But there’s not the slightest doubt that, if a student had given it to me, I would’ve called it clever. Obvious with hindsight, but many such ideas are.

I had tried similar problems a year ago, with the then-new GPT reasoning models, but I didn’t get results that were nearly as good. Now, in September 2025, I’m here to tell you that AI has finally come for what my experience tells me is the most quintessentially human of all human intellectual activities: namely, proving oracle separations between quantum complexity classes. Right now, it almost certainly can’t write the whole research paper (at least if you want it to be correct and good), but it can help you get unstuck if you otherwise know what you’re doing, which you might call a sweet spot. Who knows how long this state of affairs will last? I guess I should be grateful that I have tenure.

HSBC unleashes yet another “qombie”: a zombie claim of quantum advantage that isn’t

September 25th, 2025

Today, I got email after email asking me to comment on a new paper from HSBC—yes, the bank—together with IBM. The paper claims to use a quantum computer to get a 34% advantage in predictions of financial trading data. (See also blog posts here and here, or numerous popular articles that you can easily find and I won’t link.) What have we got? Let’s read the abstract:

The estimation of fill probabilities for trade orders represents a key ingredient in the optimization of algorithmic trading strategies. It is bound by the complex dynamics of financial markets with inherent uncertainties, and the limitations of models aiming to learn from multivariate financial time series that often exhibit stochastic properties with hidden temporal patterns. In this paper, we focus on algorithmic responses to trade inquiries in the corporate bond market and investigate fill probability estimation errors of common machine learning models when given real production-scale intraday trade event data, transformed by a quantum algorithm running on IBM Heron processors, as well as on noiseless quantum simulators for comparison. We introduce a framework to embed these quantum-generated data transforms as a decoupled offline component that can be selectively queried by models in lowlatency institutional trade optimization settings. A trade execution backtesting method is employed to evaluate the fill prediction performance of these models in relation to their input data. We observe a relative gain of up to ∼ 34% in out-of-sample test scores for those models with access to quantum hardware-transformed data over those using the original trading data or transforms by noiseless quantum simulation. These empirical results suggest that the inherent noise in current quantum hardware contributes to this effect and motivates further studies. Our work demonstrates the emerging potential of quantum computing as a complementary explorative tool in quantitative finance and encourages applied industry research towards practical applications in trading.

As they say, there are more red flags here than in a People’s Liberation Army parade. To critique this paper is not quite “shooting fish in a barrel,” because the fish are already dead before we’ve reached the end of the abstract.

They see a quantum advantage for the task in question, but only because of the noise in their quantum hardware? When they simulate the noiseless quantum computation classically, the advantage disappears? WTF? This strikes me as all but an admission that the “advantage” is just a strange artifact of the particular methods that they decided to compare—that it has nothing really to do with quantum mechanics in general, or with quantum computational speedup in particular.

Indeed, the possibility of selection bias rears its head. How many times did someone do some totally unprincipled, stab-in-the-dark comparison of a specific quantum learning method against a specific classical method, and get predictions from the quantum method that were worse than whatever they got classically … so then they didn’t publish a paper about it?

If it seems like I’m being harsh, it’s because to my mind, the entire concept of this sort of study is fatally flawed from the beginning, optimized for generating headlines rather than knowledge.  The first task, I would’ve thought, is to show the reality of quantum computational advantage in the system or algorithm under investigation, even just for a useless benchmark problem. Only after one has done that, has one earned the right to look for a practical benefit in algorithmic trading or predicting financial time-series data or whatever, coming from that same advantage. If you skip the first step, then whatever “benefits” you get from your quantum computer are overwhelmingly likely to be cargo cult benefits.

And yet none of it matters. The paper can, more or less, openly admit all this right in the abstract, and yet it will still predictably generate lots of credulous articles in the business and financial news about HSBC using quantum computers to improve bond trading!—which, one assumes, was the point of the exercise from the beginning. Qombies roam the earth: undead narratives of “quantum advantage for important business problems” detached from any serious underlying truth-claim. And even here at one of the top 50 quantum computing blogs on the planet, there’s nothing I can do about it other than scream into the void.


Update (Sep. 26): Someone let me know that Martin Shkreli, the “pharma bro,” will be hosting a conference call for investors to push back on quantum computing hype. He announced on X that he’s offering quantum computing experts $2k each to speak in his call. On the off chance that Shkreli reads this blog: I’d be willing to do it for $50k. And if Shkreli were to complain about my jacking up the price… 😄

Darkness over America

September 22nd, 2025

Update (September 24): A sympathetic correspondent wrote to tip me off that this blog post has caused me to get added to a list, maintained by MAGA activists and circulated by email, of academics and others who ought to “[face] some consequences for maligning the patriotic MAGA movement.” Needless to say, not only did this post unequivocally condemn Charlie Kirk’s murder, it even mentioned areas of common ground between me and Kirk, and my beefs with the social-justice left. If someone wants to go to the Texas Legislature to get me fired, literally the only thing they’ll have on me is that I “maligned the patriotic MAGA movement,” i.e. expressed political views shared by the majority of Americans.

Still, it’s a strange honor to have had people on both extremes of the ideological spectrum wanting to cancel me for stuff I’ve written on this blog. What is tenure for, if not this?

Another Update: In a dark and polarized age like ours, one thing that gives hope is the prospect of rational agents updating on each others’ knowledge to come to agreement. On that note, please enjoy this recent podcast, in which a 95-year-old Robert Aumann explains Aumann’s agreement theorem in his own words (see here for my old post about it, one of the most popular in the history of this blog).


From 2016 until last week, as the Trump movement dismantled one after another of the obvious bipartisan norms of the United States that I’d taken for granted since my childhood—e.g., the loser conceding an election and attending the winner’s inauguration, America being proudly a nation of immigrants, science being good, vaccines being good, Russia invading its neighbors being bad, corruption (when it occurred) not openly boasted about—I often consoled myself that at least the First Amendment, the motor of our whole system since 1791, was still in effect. At least you could still call Trump a thug and a conman without fear. Yes, Trump constantly railed against hostile journalists and comedians and protesters, threatened them at his rallies, filed frivolous lawsuits against them, but none of it seemed to lead to any serious program to shut them down. Oceans of anti-Trump content remained a click away.

I even wondered whether this was Trump’s central innovation in the annals of authoritarianism: proving that, in the age of streaming and podcasts and social media, you no longer needed to bother with censorship in order to build a regime of lies. You could simply ensure that the truth remained one narrative among others, that it never penetrated the epistemic bubble of your core supporters, who’d continue to be algorithmically fed whatever most flattered their prejudices.

Last week, that all changed. Another pillar of the previous world fell. According to the new norm, if you’re a late-night comedian who says anything Trump doesn’t like, he’ll have the FCC threaten your station’s affiliates’ broadcast licenses, and they’ll cave, and you’ll be off the air, and he’ll gloat about it. We ought to be clear that, even conditioned on everything else, this is a huge further step toward how things work in Erdogan’s Turkey or Orban’s Hungary, and how they were never supposed to work in America.

At risk of stating the obvious:

  • I was horrified by the murder of Charlie Kirk. Political murder burns our societal commons and makes the world worse in every way. I’d barely been aware of Kirk before the murder, but it seems clear he was someone with whom I’d have countless disagreements, but also some common ground, for example about Israel. Agree or disagree is beside the point, though. One thing we can all hopefully take from the example of Kirk’s short life, regardless of our beliefs, is his commitment to “Prove Me Wrong” and “Change My Mind”: to showing up on campus (or wherever people are likeliest to disagree with us) and exchanging words rather than bullets.
  • I’m horrified that there are fringe figures on social media who’ve celebrated Kirk’s murder or made light of it. I’m fine with such people losing their jobs, as I’d be with those who celebrate any political murder.
  • It looks like Kirk’s murderer was a vaguely left-wing lunatic, with emphasis on the “lunatic” part (as often with these assassins, his worldview wasn’t particularly coherent). Jimmy Kimmel was wrong to insinuate that the murderer was a MAGA conservative. But he was “merely” wrong. By no stretch of the imagination did Kimmel justify or celebrate Kirk’s murder.
  • If the new rule is that anyone who spreads misinformation gets cancelled by force of government, then certainly Fox News, One America News, Joe Rogan, and MAGA’s other organs of support should all go dark immediately.
  • Yes, I’m aware (to put it mildly) that, especially between 2015 and 2020, the left often used its power in media, academia, and nonprofits to try to silence those with whom it disagreed, by publicly shaming them and getting them blacklisted and fired. That was terrible too. I opposed it at the time, and in the comment-171 affair, I even risked my career to stand up to it.
  • But censorship backed by the machinery of state is even worse than social-media shaming mobs. As I and many others discovered back then, to our surprised relief, there are severe limits to the practical power of angry leftists on Twitter and Reddit. That was true then, and it’s even truer today. But there are far fewer limits to the power of a government, especially one that’s been reorganized on the principle of obedience to one man’s will. The point here goes far beyond “two wrongs don’t make a right.” As pointed out by that bleeding-heart woke, Texas Senator Ted Cruz, new weapons are being introduced that the other side will also be tempted to use when it retakes power. The First Amendment now has a knife to its throat, as it didn’t even at the height of the 2015-2020 moral panic.
  • Yes, five years ago, the federal government pressured Facebook and other social media platforms to take down COVID ‘misinformation,’ some of which turned out not to be misinformation at all. That was also bad, and indeed it dramatically backfired. But let’s come out and say it: censoring medical misinformation because you’re desperately trying to save lives during a global pandemic is a hundred times more forgivable than censoring comedians because they made fun of you. And no one can deny that the latter is the actual issue here, because Trump and his henchmen keep saying the quiet part out loud.

Anyway, I keep hoping that my next post will be about quantum complexity theory or AI alignment or Busy Beaver 6 or whatever. Whenever I feel backed into a corner, however, I will risk my career, and the Internet’s wrath, to blog my nutty, extreme, embarrassing, totally anodyne liberal beliefs that half or more of Americans actually share.

Quantum Information Supremacy

September 12th, 2025

I’m thrilled that our paper entitled Demonstrating an unconditional separation between quantum and classical information resources, based on a collaboration between UT Austin and Quantinuum, is finally up on the arXiv. I’m equally thrilled that my coauthor and former PhD student William Kretschmer — who led the theory for this project, and even wrote much of the code — is now my faculty colleague at UT Austin! My physics colleague Nick Hunter-Jones and my current PhD student Sabee Grewal made important contributions as well. I’d especially like to thank the team at Quantinuum for recognizing a unique opportunity to test and showcase their cutting-edge hardware, and collaborating with us wild-eyed theorists to make it happen. This is something that, crucially, would not have been feasible with the quantum computing hardware of only a couple years ago.

Here’s our abstract, which I think explains what we did clearly enough, although do read the paper for more:

A longstanding goal in quantum information science is to demonstrate quantum computations that cannot be feasibly reproduced on a classical computer. Such demonstrations mark major milestones: they showcase fine control over quantum systems and are prerequisites for useful quantum computation. To date, quantum advantage has been demonstrated, for example, through violations of Bell inequalities and sampling-based quantum supremacy experiments. However, both forms of advantage come with important caveats: Bell tests are not computationally difficult tasks, and the classical hardness of sampling experiments relies on unproven complexity-theoretic assumptions. Here we demonstrate an unconditional quantum advantage in information resources required for a computational task, realized on Quantinuum’s H1-1 trapped-ion quantum computer operating at a median two-qubit partial-entangler fidelity of 99.941(7)%. We construct a task for which the most space-efficient classical algorithm provably requires between 62 and 382 bits of memory, and solve it using only 12 qubits. Our result provides the most direct evidence yet that currently existing quantum processors can generate and manipulate entangled states of sufficient complexity to access the exponentiality of Hilbert space. This form of quantum advantage — which we call quantum information supremacy — represents a new benchmark in quantum computing, one that does not rely on unproven conjectures.

I’m very happy to field questions about this paper in the comments section.


Unrelated Announcement: As some of you might have seen, yesterday’s Wall Street Journal carried a piece by Dan Kagan-Kans on “The Rise of ‘Conspiracy Physics.'” I talked to the author for the piece, and he quoted this blog in the following passage:

This resentment of scientific authority figures is the major attraction of what might be called “conspiracy physics.” Most fringe theories are too arcane for listeners to understand, but anyone can grasp the idea that academic physics is just one more corrupt and self-serving establishment. The German physicist Sabine Hossenfelder has attracted 1.72 million YouTube subscribers in part by attacking her colleagues: “Your problem is that you’re lying to the people who pay you,” she declared. “Your problem is that you’re cowards without a shred of scientific integrity.”

In this corner of the internet, the scientist Scott Aaronson has written, “Anyone perceived as the ‘mainstream establishment’ faces a near-insurmountable burden of proof, while anyone perceived as ‘renegade’ wins by default if they identify any hole whatsoever in mainstream understanding.”

For the record

September 4th, 2025

In response to my recent blog posts, which expressed views that are entirely boring and middle-of-the-road for Americans as a whole, American Jews, and Israelis (“yes, war to destroy Hamas is basically morally justified, even if there are innocent casualties, as the only possible way to a future of coexistence and peace”)—many people declared that I was a raving genocidal maniac who wants to see all Palestinian children murdered out of sheer hatred, and who had destroyed his career and should never show his face in public again.

Others, however, called me something even worse than a genocidal maniac. They called me a Republican!

So I’d like to state for the record:

(1) In my opinion, Trump II remains by far the worst president in American history—beating out the second-worst, either Trump I or Andrew Jackson. Trump is destroying vaccines and science and universities and renewable energy and sane AI policy and international trade and cheap, lifesaving foreign aid and the rule of law and everything else that’s good, and he’s destroying them because they’re good—because even if destroying them hurts his own voters and America’s standing in the world, it might hurt the educated elites even more. It’s almost superfluous to mention that, while Trump himself is neither of these things, the MAGA movement that will anoint his successor now teems with antisemites and Holocaust “revisionists.”

(2) Thus, I’ll continue to vote straight-ticket Democrat, and donate money to Democrats, so long as the Democrats in question are seriously competing for Zionist Jewish votes at all—as, for example, has every Democratic presidential candidate in my lifetime so far.

(3) If it came down to an Israel-hating Squad Democrat versus a MAGA Republican, I’m not sure what I’d do, but I’d plausibly sit out the election or lodge a protest vote.

(4) In the extremely unlikely event that I had to choose between an Israel-hating Squad Democrat and some principled anti-MAGA Republican like Romney or Liz Cheney—then and only then do I expect that I’d vote Republican, for the first time in my life, a new and unfamiliar experience.

Deep Gratitude

September 2nd, 2025

In my last post, I wrote about all the hate mail I’ve received these past few days. I even shared a Der-Stürmer-like image of a bloodthirsty, hook-nosed Orthodox Jew that some troll emailed me, after he’d repeatedly promised to send me a “diagram” that would improve my understanding of the Middle East. (Incredibly, commenters on Peter Woit’s blog then blamed me for this antisemitic image, mistakenly imagining that I’d created it myself, and then used their false assumption as further proof of my mental illness.)

Thanks to everyone who wrote to ask whether I’m holding up OK. The answer is: better than you’d expect! The first time you get attacked by dozens of Internet randos, it does feel like your life is over. But the sixth or seventh time? After you’ve experienced, firsthand, how illusory these people’s power over you actually is—how they can’t even dent your scientific career, can’t separate you from any of the friends who matter most to you (let alone your family), can’t really do anything to you beyond whatever they induce you to do to yourself? Then the deadly wolves appear more like poodles yapping from behind a fence. Try it and see!


Today I want to focus on a different kind of message that’s been filling my inbox. Namely, people telling me to stay strong, to keep up my courage, that everything I wrote strikes them as just commonsense morality.

It won’t surprise anyone that many of these people are Jews. But almost as many are not. I was touched to hear from several of my non-Jewish scientific colleagues—ones I’d had no idea were in my corner—that they are in my corner.

Then there was the American Gentile who emailed me a story about how, seeing an Orthodox family after October 7, he felt an urge to run up and tell them that, if worst ever came to worst, they could hide in his basement (“and I own guns,” he added). Amusingly, he added that his wife successfully dissuaded him from actually making such an offer, pointing out that it might freak out the recipients.

I replied that, here in America, I don’t expect that I’ll ever need to hide in anyone’s basement. But, I added, the only reason I don’t expect it is that there are so many Americans who, regardless of any religious or ideological differences, would hide their Jewish neighbors in their basements if necessary.

I also—despite neither I nor this guy exactly believing in God—decided to write a blessing for him, which came out as follows:

May your seed multiply a thousandfold, for like King Cyrus of Persia, you are a righteous man among the Gentiles.  But also, if you’re ever in Austin, be sure to hit me up for tacos and beer.


I’m even grateful, in a way, to SneerClub, and to Woit and his minions. I’m grateful to them for so dramatically confirming that I’m not delusional: some portion of the world really is out to get me. I probably overestimated their power, but not their malevolence.

I’ve learned, for example, that there are no words, however balanced or qualified, with which I can express the concept that Israel needs to defeat Hamas for the sake of both Israeli and Palestinian children, which won’t lead to Woit calling me a “genocide apologist who wants to see all the children in Gaza killed.” Nor are there any words with which to express my solidarity with the Jewish Columbia students who, according to an official university investigation, were last year systematically excluded from campus social life, intimidated, and even assaulted, and which won’t earn me names from Woit like “a fanatic allied with America’s fascist dictator.” Even my months-long silence about these topics got me labeled as “complicit with fascism and genocide.”

Realizing this is oddly liberating. When your back is to the wall in that way, either you can surrender, or else you can defend yourself. Your enemy has already done you the “favor” of eliminating any third options. Which, again, is just Zionism in a nutshell. It’s the lesson not only of 3,000 years of Jewish history, but also of superhero comics and of much of the world’s literature and cinema. It takes a huge amount of ideological indoctrination before such things stop being obvious.


Reading the SneerClubbers’ armchair diagnoses of my severe mental illness, paranoia, persecution complex, grandiosity, etc. etc. I had the following thought, paraphrasing Shaw:

Yes, they’re absolutely right that psychologically well-adjusted people generally do figure out how to adapt themselves to the reigning morality of their social environment—as indicated by the Asch conformity test, the Milgram electric-shock experiment, and the other classics of social psychology.

It takes someone psychologically troubled, in one way or another, to persist in trying to adapt the reigning morality of their social environment to themselves.

If so, however, this suggests that all the moral progress of humanity depends on psychologically troubled people—a realization for which I’m deeply grateful.

Staying sane on a zombie planet

August 31st, 2025
Above is a typical sample of what’s been filling my inbox, all day every day. The emailers first ask me for reasoned dialogue—then, if I respond, they hit me with this stuff. I’m sharing because I think it’s a usefully accurate depiction of what several billion people, most academics in humanities fields, most who call themselves “on the right side of history,” and essentially all those attacking me genuinely believe about the world right now. Because of their anti-Nazism.

Hardly for the first time in my life, this weekend I got floridly denounced every five minutes—on SneerClub, on the blog of Peter Woit, and in my own inbox. The charge this time was that I’m a genocidal Zionist who wants to kill all Palestinian children purely because of his mental illness and raging persecution complex.

Yes, that’s right, I’m the genocidal one—me, whose lifelong dream is that, just like Germany and Japan rose from their necessary devastation in WWII to become pillars of our global civilization, so too the children in Gaza, the West Bank, Syria, Lebanon, and Iran will one day grow up in free and prosperous societies at peace with the West and with Israel. Meanwhile, those who demand an actual genocide of the Jews, another one—those who pray to Allah for it, who attempt it over and over, who preach it to schoolchildren, who celebrate their progress toward it in the streets—they’re all as innocent as lambs.

Yesterday, in The Free Press, came the report of a British writer who traveled to southern Lebanon, and met an otherwise ordinary young man there … who turned out to be excited for Muslims and Christians to join forces to slaughter all the Yahood, and who fully expected that the writer would share his admiration for Hitler, the greatest Yahood-killer ever.

This is what the global far left has now allied itself with. This is what I’m right now being condemned for standing against, with commenter after commenter urging me to seek therapy.

To me, this raises a broader question: how exactly do you keep your sanity, when you live on a planet filled with brain-eaten zombies?

I’m still struggling with that question, but the best I’ve come up with is what I think of as the Weinberg Principle, after my much-missed friend and colleague here at UT Austin. Namely, I believe that it’s better to have one Steven Weinberg on your side while the rest of humanity is against you, than the opposite. Many other individuals (including much less famous ones) would also work here in place of Steve, but I’ll go with him because I think most of my readers would agree to three statements:

  1. Steve’s mind was more in sync with the way the universe really works, than nearly anyone else’s in history. He was to being free from illusions what Usain Bolt is to running or Magnus Carlsen is to chess.
  2. Steve’s toenail clippings constituted a greater contribution to particle physics than would the life’s work of a hundred billion Peter Woits.
  3. Steve’s commitment to Israel’s armed self-defense, and to Zionism more generally, made mine look weak and vacillating in comparison. No one need wonder what he would’ve said about Israel’s current war of survival against the Iranian-led terror axis.

Maybe it’s possible to wake the zombies up. Yoram Arnon, for example, wrote the following eloquent answer on Quora, in response to the question “Why are so many against freeing Palestine?”:

When Westerners think about freedom they think about freedom of speech, freedom of expression, freedom of movement, freedom of religion, freedom to form political parties, etc.

When Palestinians say “Free Palestine” they mean freedom from Jews, and from Israel’s existence. They’re advocating for the abolition of Israel, replacing it with an Arab country.

Israel is the only country in the Middle East that is free, in the Western sense of the word. If Israel were to disappear, Palestinians would fall under an autocratic regime, just like every other Arab country, with none of the above freedoms. And, of course, Israelis would suffer a terrible fate at their hands.

Pro Palestinians are either unable to see this, or want exactly that, but thankfully many in the West do see this – the same “many” that are against “freeing Palestine”.

Palestinians need to accept Israel’s right to exist, and choose to coexist peacefully alongside it, for them to have the peace and freedom the West wants for them.

Maybe reading words like these—or the words of Coleman Hughes, or Douglas Murray, or Hussein Aboubakr Mansour, or Yassine Meskhout, or John Aziz, or Haviv Rettig Gur, or Sam Harris, or the quantum computing pioneer David Deutsch—can boot a few of the zombies’ brains back up. But even then, I fear that these reboots will be isolated successes. For every one who comes back online, a thousand will still shamble along in lockstep, chanting “brainsssssss! genocide! intifada!”

I’m acutely aware of how sheer numbers can create the illusion of argumentative strength. I know many people who were sympathetic to Israel immediately after October 7, but then gradually read the room, saw which side their bread was buttered on, etc. etc. and became increasingly hostile. My reaction, of course, has been exactly the opposite. The bigger the zombie army I see marching against me, the less inclined I feel to become a zombie myself—and the clearer to me becomes the original case for the Zionist project.

So to the pro-Zionist students—Jewish of course, but also Christian, Muslim, Hindu, atheist, and everyone else—who feel isolated and scared to speak right up now, and who also often email me, here’s what I say. Yes, the zombies vastly outnumber us, but on the other hand, they’re zombies. Some of the zombies know longer words than others, but so far, not one has turned out to have a worldview terribly different from that of the image at the top of this post.


I’ll keep the comments closed, for much the same reasons I did in my last post.  Namely, while there are many people of all opinions and backgrounds with whom one can productively discuss these things, there are many more with whom one can’t. Furthermore, experience has shown that the latter can disguise themselves as the former for days on end, and thereby execute a denial-of-service attack on any worthwhile and open public discussion.

Addendum: The troll who sent the antisemitic image now says that he regrets and apologizes for it, and that he’s going to read books on Jewish history to understand his error. I’ll believe that when he actually sends me detailed book reports or other evidence, but just wanted to update.

Deep Zionism

August 28th, 2025

Suppose a man has already murdered most of your family, including several of your children, for no other reason than that he believes your kind doesn’t deserve to exist on earth. The murderer was never seriously punished for this, because most of your hometown actually shared his feelings about your family. They watched the murders with attitudes ranging from ineffectual squeamishness to indifference to unconcealed glee.

Now the man has kidnapped your last surviving child, a 9-year-old girl, and has tied her screaming to train tracks. You can pull a lever to divert the train and save your daughter. But there’s a catch, as there always is in these moral dilemmas: namely, the murderer has also tied his own five innocent children to the tracks, in such a way that, if you divert the train, then it will kill his children. What’s more, the murderer has invited the entire town to watch you, pointing and screaming “SHAME!!” as you agonize over your decision. He’s persuaded the town that, if you pull the lever, then having killed five of his children to save only one of yours, you’re a far worse murderer than he ever was. You’re so evil, in fact, that he’s effectively cleansed of all guilt for having murdered most of your family first, and the town is cleansed of all guilt for having cheered that. Nothing you say can possibly convince the town otherwise.

The question is, what do you do?

Zionism, to define it in one sentence, is the proposition that, in the situation described, you have not merely a right but a moral obligation to pull the lever—and that you can do so with your middle finger raised high to the hateful mob. Zionism is the belief that, while you had nothing against the murderer’s children, while you would’ve wanted them to grow up in peace and happiness, and while their anguished screams will weigh on your conscience forever, as your children’s screams never weighed on the murderer’s conscience, or on the crowd’s—even so, the responsibility for those children’s deaths rests with their father for engineering this whole diabolical situation, not with you. Zionism is the idea that the correct question here is the broader one: “which choice will bring more righteousness into the world, which choice will better embody the principle that no one’s children are to be murdered going forward?” rather than the narrowly utilitarian question, “which choice will lead to fewer children getting killed right this minute?” Zionism is the conviction that, if most of the world fervently believes otherwise, than most of the world is mistaken—as the world has been mistaken again and again about the biggest ethical questions all through the millennia.

Zionism, so defined, is the deepest moral belief that I have. It’s deeper than any of my beliefs about “politics” in the ordinary sense. Ironically, it’s even deeper than my day-to-day beliefs about the actual State of Israel and its neighbors. I might, for example, despise Benjamin Netanyahu and his ministers, might consider them incompetent and venal, might sympathize with the protesters who’ve filled the streets of Tel Aviv to demand their removal. Even so, when the murderer ties my child to the train tracks and the world cheers the murderer on, not only will I pull the lever myself, I’ll want Benjamin Netanyahu to pull the lever if he gets to it first.

Crucially, everything worthwhile in my life came when, and only when, I chose to be “Zionist” in this abstract sense: that is, steadfast in my convictions even in the face of a jeering mob. As an example, I was able to enter college three years early, which set the stage for all the math and science I later did, only because I finally said “enough” to an incompetent school system where I was bullied and prevented from learning, and to teachers and administrators whose sympathies lay with the bullies. I’ve had my successes in quantum computing theory only because I persisted in what at the time was a fairly bizarre obsession, rather than working on topics that almost everyone around me considered safer, more remunerative, and more sensible.

And as the world learned a decade ago, I was able to date, get married, and have a family, only because I finally rejected what I took to be the socially obligatory attitude for male STEM nerds like me—namely, that my heterosexuality was inherently gross, creepy, and problematic, and that I had a moral obligation never to express romantic interest to women. Yes, I overestimated the number of people who ever believed that, but the fact that it was clearly a nonzero number had been deterrent enough for me. Crucially, I never achieved what I saw for years as my only hope in life, to seek out those who believed my heterosexuality was evil and argue them out of their belief. Instead I simply … well, I raised a middle finger to the Andrea Dworkins and Arthur Chus and Amanda Marcottes of the world. I went Deep Zionist on them. I asked women out, and some of those women (not having gotten the memo that I was “problematic,” gross, and worthless) said yes, and one of them became my wife and the mother of my children.

Today, because of the post-October-7 public stands I’ve taken in favor of Israel’s continued existence, I deal with emails and social media posts day after day calling me a genocidal baby-killing monster. I’ve lost perhaps a dozen friends (while retaining hundreds more friends, and gaining some new ones). The haters’ thought appears to be that, if they can just raise the social cost high enough, I’ll finally renounce my Zionist commitments and they can notch another win. In this, they oddly mirror Hamas, Hezbollah, and the IRGC, who think that, if they can just kill and maim enough Israelis, the hated “settler-colonialist rats” will all scurry back to Poland or wherever else they came from (best not to think too hard about where they did come from, what was done to them in those places, how the Palestinian Arabs of the time felt about what was done to them, or how the survivors ended up making a last stand in their ancestral home of Israel—even afterward, repeatedly holding out olive branches that were met time after time with grenades).

Infamously, Israel’s enemies have failed to understand for a century that, the more they rape and murder, the more Zionist the hated Zionists will become, because unlike the French in Algeria or whatever, most of the Zionists have no other land to go back to: this is it for them. In the same way, my own haters don’t understand that, the more they despise me for being myself, the more myself I’ll be, because I have no other self to turn into.

I’m not opening the comments on this post, because there’s nothing here to debate. I’m simply telling the world my moral axioms. If I wrote these words, then turned to pleading with commenters who hated me because of them, then I wouldn’t really have meant the words, would I?

To my hundreds of dear friends and colleagues who’ve stood by me the past two years, to the Zionists and even just sympathetic neutrals who’ve sent me countless messages of support, but who are too afraid (and usually, too junior in their careers) to speak up in public themselves: know that I’ll use the protections afforded by my privileged position in life to continue speaking on your behalf. Know that I’m infinitely grateful, that you give me strength, and that if I can give you a nanoparticle of strength back to you, then my entire life wasn’t in vain. And if I go silent on this stuff from time to time, for the sake of my mental health, or to spend time on quantum computing research or my kids or the other things that bring me joy—never take that to mean that I’ve capitulated to the haters.

To the obsessive libelers, the Peter Woits and other snarling nobodies, the self-hating Jews, and those who’d cheer to see Israel “decolonized” and my friends and family there murdered, I say—well, I don’t say anything; that’s the point! This is no longer a debate; it’s a war, and I’ll simply stand my ground as long as I’m able. Someday I might forgive the Gentiles among you if you ever see the light, if you ever realize how your unreflective, social-media-driven “anti-fascism” led you to endorse a program that leads to the same end as the original Nazi one. The Jews among you I’ll never forgive, because you did know better, and still chose your own comfort over the physical survival of your people.

It might as well be my own hand on the madman’s lever—and yet, while I grieve for all innocents, my soul is at peace, insofar as it’s ever been at peace about anything.


Update (Aug. 29): This post was born of two years of frustration. It was born of trying, fifty or a hundred times since October 7, to find common ground with the anti-Zionists who emailed me, messaged me, etc.—“hey, obviously neither of us wants any children killed or starved, we both have many bones to pick with the current Israeli government, but surely we at least agree on the necessity of defeating Hamas, right? right??“—only to discover, again and again, that the anti-Zionists had no interest in such common ground. With the runaway success of the global PR campaign against Israel—i.e., of Sinwar’s strategy—and with the rise of figures like Mamdani (and his right-wing counterparts) all over the Western world, anti-Zionists smell blood in the water today. And so, no matter how reasonable they presented themselves at first, eventually they’d come out with “why can’t the Jews just go back to Germany and Poland?” or “the Holocaust was just one more genocide among many; it doesn’t deserve any special response,” or “why can’t we dismantle Israel and have a secular state, with a Jewish minority and a majority that’s sworn to kill all Jews as soon as possible?” And then I realize, with a gasp, that we Jews really are mostly on our own in a cruel and terrifying world—just like we’ve been throughout history.

To say that this experience radicalized me would be an understatement. Indeed, my experience has been that even most Israelis, who generally have far fewer illusions than we diaspora Jews, don’t understand the vastness of the chasm that’s formed. They imagine that they can have a debate with outsiders similar to the debates playing out within Israel—one that presupposes basic factual knowledge and the parameters of the problem (e.g., clearly we can’t put 7 million Jews under the mercy of Hamas). The rationale for Zionism itself feels so obvious to them as to be cringe. Except that, to the rest of the world, it isn’t.

We’re not completely on our own though. There remain decent people of every background, who understand the stakes and feel the weight of history—and I regularly hear from them. And whatever your criticisms of Israel’s current tactics, so long as you accept the almost comically overwhelming historical case for the necessity of Jewish self-defense, this post wasn’t aimed at you, and you and I probably could discuss these matters. It’s just that the anti-Zionists scream so loudly, suck up so much oxygen, that we definitely can’t discuss them in public. Maybe in person sometime, face to face.

Updates!

August 13th, 2025

(1) My 8-year-old son asked me last week, “daddy, did you hear that GPT-5 is now out?” So yes, I’m indeed aware that GPT-5 is now out! I’ve just started playing around with it. For detailed reports on what’s changed and how impressive it is compared to previous models, see for example Zvi #1, #2, #3. Briefly, it looks like there are major reductions in hallucinations and sycophancy, and improvements in practical usefulness for coding and other tasks, even while the “raw intelligence” is unlikely to blow away someone who was already well-acquainted with o3 and Opus 4 other state-of-the-art models, the way ChatGPT and then GPT-4 blew away people who had no idea what was possible in late 2022 and early 2023. Partly how impressive a result you see depends on which of several GPT-5 models your query gets routed to, which you don’t entirely control. Anyway, there’s grist here for the people who claim that progress toward AGI is slowing down, but also grist for the people who claim that it continues pretty much as expected within our post-ChatGPT reality!

(2) In other belated news, OpenAI and DeepMind (and then, other companies) announced that they achieved Gold Medal performance on the International Math Olympiad, by solving 5 of the 6 problems (there was one problem, the 6th and hardest, that all of the AIs struggled with). Most importantly, this means that I’ve won $100 from my friend Ernest Davis, AI expert at NYU, who bet me $100 that no AI would earn a Gold Medal at the International Math Olympiad by December 4, 2026. Even though I’m normally risk-averse and reluctant to take bets, I considered this one to be extremely safe, and indeed I won it with more than a year to spare.

(3) I’ve signed an open letter to OpenAI, along with many of my fellow former OpenAI employees as well as distinguished scientists and writers (Geoffrey Hinton, Stuart Russell, Sheldon Glashow, Sean Carroll, Matt Yglesias…), asking for more transparency about OpenAI’s continuing efforts to change its own structure. The questions basically ask OpenAI to declare, in writing, whether it has or hasn’t now completely abandoned the original nonprofit goals with which the organization was founded in 2015.

(4) At Lighthaven, the rationalist meeting space in Berkeley that I recently visited (and that our friend Cade Metz recently cast aspersions on in the New York Times), there’s going to be a writer’s residency called Inkhaven for the whole month of November. The idea—which I love—is that you either write a new blog post every day, or else you get asked to leave (while you also attend workshops, etc. to improve your writing skills). I’d attend myself for the month if teaching and family obligations didn’t conflict; someone standing over me with a whip to make me write is precisely what I need these days! As it is, I’m one of the three advisors to Inkhaven, along with Scott Alexander and Gwern, and I’ll be visiting for a long weekend to share my blogging wisdom, such as I have. Apply now if you’re interested!

(5) Alas, the Springer journal Frontiers of Computer Science has published a nonsense paper, entitled “SAT requires exhaustive search,” claiming to solve (or dissolve, or reframe, or something) the P versus NP problem. It looks indistinguishable from the stuff I used to get in my inbox every week—and now, in the ChatGPT era, get every day. That this was published indicates a total breakdown of the peer review process. Worse, when Eric Allender, Ryan Williams, and others notified the editors of this, asking for the paper to be retracted, the editor-in-chief declined to do so: see this guest post on Lance’s blog for a detailed account. As far as I’m concerned, Frontiers of Computer Science has now completely discredited itself as a journal; publication there means nothing more than publication in viXra. Minus 10 points for journals themselves as an institution, plus 10 points for just posting stuff online and letting it be filtered by experts who care.

(6) Uma Girish and Rocco Servedio released an arXiv preprint called Forrelation is Extremally Hard. Recall that, in the Forrelation problem, you’re given oracle access to two n-bit Boolean functions f and g, and asked to estimate the correlation between f and the Fourier transform of g. I introduced this problem in 2009, as a candidate for an oracle separation between BQP and the polynomial hierarchy—a conjecture that Ran Raz and Avishay Tal finally proved in 2018. What I never imagined was that Forrelation could lead to an oracle separation between EQP (that is, Exact Quantum Polynomial Time) and the polynomial hierarchy. For that, I thought you’d need to go back to the original Recursive Fourier Sampling problem of Bernstein and Vazirani. But Uma and Rocco show, using “bent Boolean functions” (get bent!) and totally contrary to my intuition, that the exact (zero-error) version of Forrelation is already classically hard, taking Ω(2n/4) queries by any randomized algorithm. They leave open whether exact Forrelation needs ~Ω(2n/2) randomized queries, which would match the upper bound, and also whether exact Forrelation is not in PH.

(7) The Google quantum group, to little fanfare, published a paper entitled Constructive interference at the edge of quantum ergodic dynamics. Here, they use their 103-qubit superconducting processor to measure Out-of-Time-Order Correlators (OTOCs) in a many-body scrambling process, and claim to get a verifiable speedup over the best classical methods. If true, this is a great step toward verifiable quantum supremacy for a useful task, for some definition of “useful.”

(8) Last night, on the arXiv, the team at USTC in China reported that it’s done Gaussian BosonSampling with 3,050 photons and 8,176 modes. They say that this achieves quantum supremacy, much more clearly than any previous BosonSampling demonstration, beating (for example) all existing simulations based on tensor network contraction. Needless to say, this still suffers from the central problem of all current sampling-based quantum supremacy experiments, namely the exponential time needed for direct classical verification of the outputs.

ChatGPT and the Meaning of Life: Guest Post by Harvey Lederman

August 4th, 2025

Scott Aaronson’s Brief Foreword:

Harvey Lederman is a distinguished analytic philosopher who moved from Princeton to UT Austin a few years ago. Since his arrival, he’s become one of my best friends among the UT professoriate. He’s my favorite kind of philosopher, the kind who sees scientists as partners in discovering the truth, and also has a great sense of humor. He and I are both involved in UT’s new AI and Human Objectives Initiative (AHOI), which is supported by Open Philanthropy.

The other day, Harvey emailed me an eloquent meditation he wrote on what will be the meaning of life if AI doesn’t kill us all, but “merely” does everything we do better than we do it. While the question is of course now extremely familiar to me, Harvey’s erudition—bringing to bear everything from speculative fiction to the history of polar exploration—somehow brought the stakes home for me in a new way.

Harvey mentioned that he’d sent his essay to major magazines but hadn’t had success. So I said, why not a Shtetl-Optimized guest post? Harvey replied—what might be the highest praise this blog has ever received—well, that would be even better than the national magazine, as it would reach more relevant people.

And so without further ado, I present to you…


ChatGPT and the Meaning of Life, by Harvey Lederman

For the last two and a half years, since the release of ChatGPT, I’ve been suffering from fits of dread. It’s not every minute, or even every day, but maybe once a week, I’m hit by it—slackjawed, staring into the middle distance—frozen by the prospect that someday, maybe pretty soon, everyone will lose their job.

At first, I thought these slackjawed fits were just a phase, a passing thing. I’m a philosophy professor; staring into the middle distance isn’t exactly an unknown disease among my kind. But as the years have begun to pass, and the fits have not, I’ve begun to wonder if there’s something deeper to my dread. Does the coming automation of work foretell, as my fits seem to say, an irreparable loss of value in human life?

The titans of artificial intelligence tell us that there’s nothing to fear. Dario Amodei, CEO of Anthropic, the maker of Claude, suggests that: “historical hunter-gatherer societies might have imagined that life is meaningless without hunting,” and “that our well-fed technological society is devoid of purpose.” But of course, we don’t see our lives that way. Sam Altman, the CEO of OpenAI, sounds so similar, the text could have been written by ChatGPT. Even if the jobs of the future will look as “fake” to us as ours do to “a subsistence farmer”, Altman has “no doubt they will feel incredibly important and satisfying to the people doing them.”

Alongside these optimists, there are plenty of pessimists who, like me, are filled with dread. Pope Leo XIV has decried the threats AI poses to “human dignity, labor and justice”. Bill Gates has written about his fear, that “if we solved big problems like hunger and disease, and the world kept getting more peaceful: What purpose would humans have then?” And Douglas Hofstadter, the computer scientist and author of Gödel, Escher, Bach, has spoken eloquently of his terror and depression at “an oncoming tsunami that is going to catch all of humanity off guard.”

Who should we believe? The optimists with their bright visions of a world without work, or the pessimists who fear the end of a key source of meaning in human life?


I was brought up, maybe like you, to value hard work and achievement. In our house, scientists were heroes, and discoveries grand prizes of life. I was a diligent, obedient kid, and eagerly imbibed what I was taught. I came to feel that one way a person’s life could go well was to make a discovery, to figure something out.

I had the sense already then that geographical discovery was played out. I loved the heroes of the great Polar Age, but I saw them—especially Roald Amundsen and Robert Falcon Scott—as the last of their kind. In December 1911, Amundsen reached the South Pole using skis and dogsleds. Scott reached it a month later, in January 1912, after ditching the motorized sleds he’d hoped would help, and man-hauling the rest of the way. As the black dot of Amundsen’s flag came into view on the ice, Scott was devastated to reach this “awful place”, “without the reward of priority”. He would never make it back.

Scott’s motors failed him, but they spelled the end of the great Polar Age. Even Amundsen took to motors on his return: in 1924, he made a failed attempt for the North Pole in a plane, and, in 1926, he successfully flew over it, in a dirigible. Already by then, the skis and dogsleds of the decade before were outdated heroics of a bygone world.

We may be living now in a similar twilight age for human exploration in the realm of ideas. Akshay Venkatesh, whose discoveries earned him the 2018 Fields Medal, mathematics’ highest honor, has written that, the “mechanization of our cognitive processes will alter our understanding of what mathematics is”. Terry Tao, a 2006 Fields Medalist, expects that in just two years AI will be a copilot for working mathematicians. He envisions a future where thousands of theorems are proven all at once by mechanized minds.

Now, I don’t know any more than the next person where our current technology is headed, or how fast. The core of my dread isn’t based on the idea that human redundancy will come in two years rather than twenty, or, for that matter, two hundred. It’s a more abstract dread, if that’s a thing, dread about what it would mean for human values, or anyway my values, if automation “succeeds”: if all mathematics—and, indeed all work—is done by motor, not by human hands and brains.

A world like that wouldn’t be good news for my childhood dreams. Venkatesh and Tao, like Amundsen and Scott, live meaningful lives, lives of purpose. But worthwhile discoveries like theirs are a scarce resource. A territory, once seen, can’t be seen first again. If mechanized minds consume all the empty space on the intellectual map, lives dedicated to discovery won’t be lives that humans can lead.

The right kind of pessimist sees here an important argument for dread. If discovery is valuable in its own right, the loss of discovery could be an irreparable loss for humankind.

A part of me would like this to be true. But over these last strange years, I’ve come to think it’s not. What matters, I now think, isn’t being the first to figure something out, but the consequences of the discovery: the joy the discoverer gets, the understanding itself, or the real life problem their knowledge solves. Alexander Fleming discovered penicillin, and through that work saved thousands, perhaps millions of lives. But if it were to emerge, in the annals of an outlandish future, that an alien discovered penicillin thousands of years before Fleming did, we wouldn’t think that Fleming’s life was worse, just because he wasn’t first. He eliminated great suffering from human life; the alien discoverer, if they’re out there, did not. So, I’ve come to see, it’s not discoveries themselves that matter. It’s what they bring about.


But the advance of automation would mean the end of much more than human discovery. It could mean the end of all necessary work. Already in 1920, the Czech playwright Karel Capek asked what a world like that would mean for the values in human life. In the first act of R.U.R.—the play which introduced the modern use of the word “robot”—Capek has Henry Domin, the manager of Rossum’s Universal Robots (the R.U.R. of the title), offer his corporation’s utopian pitch. “In ten years”, he says, their robots will “produce so much corn, so much cloth, so much everything” that “There will be no poverty.” “Everybody will be free from worry and liberated from the degradation of labor.” The company’s engineer, Alquist, isn’t convinced. Alquist (who, incidentally, ten years later, will be the only human living, when the robots have killed the rest) retorts that “There was something good in service and something great in humility”, “some kind of virtue in toil and weariness”.

Service—work that meets others’ significant needs and wants— is, unlike discovery, clearly good in and of itself. However we work— as nurses, doctors, teachers, therapists, ministers, lawyers, bankers, or, really, anything at all—working to meet others’ needs makes our own lives go well. But, as Capek saw, all such work could disappear. In a “post-instrumental” world, where people are comparatively useless and the bots meet all our important needs, there would be no needed work for us to do, no suffering to eliminate, no diseases to cure. Could the end of such work be a better reason for dread?

The hardline pessimists say that it is. They say that the end all needed work would not only be a loss of some value to humanity, as everyone should agree. For them it would be a loss to humanity on balance, an overall loss, that couldn’t be compensated in another way.

I feel a lot of pull to this pessimistic thought. But once again, I’ve come to think it’s wrong. For one thing, pessimists often overlook just how bad most work actually is. In May 2021, Luo Huazhang, a 31 year-old ex-factory worker in Sichuan wrote a viral post, entitled “Lying Flat is Justice”. Luo had searched at length for a job that, unlike his factory job, would allow him time for himself, but he couldn’t find one. So he quit, biked to Tibet and back, and commenced his lifestyle of lying flat, doing what he pleased, reading philosophy, contemplating the world. The idea struck a chord with overworked young Chinese, who, it emerged, did not find “something great” in their “humility”. The movement inspired memes, selfies flat on one’s back, and even an anthem.

That same year, as the Great Resignation in the United States took off, the subreddit r/antiwork played to similar discontent. Started in 2013, under the motto “Unemployment for all, not only the rich!”, the forum went viral in 2021, starting with a screenshot of a quitting worker’s texts to his supervisor (“No thanks. Have a good life”), and culminating in labor-actions, first supporting striking workers at Kelloggs by spamming their job application site, and then attempting to support a similar strike at McDonald’s. It wasn’t just young Chinese who hated their jobs.

In Automation and Utopia: Human Flourishing in a World without Work, the Irish lawyer and philosopher John Danaher imagines an antiwork techno-utopia, with plenty of room for lying flat. As Danaher puts it: “Work is bad for most people most of the time.”“We should do what we can to hasten the obsolescence of humans in the arena of work.”

The young Karl Marx would have seen both Domin’s and Danaher’s utopias as a catastrophe for human life. In his notebooks from 1844, Marx describes an ornate and almost epic process, where, by meeting the needs of others through production, we come to recognize the other in ourselves, and through that recognition, come at last to self-consciousness, the full actualization of our human nature. The end of needed work, for the Marx of these notes, would be the impossibility of fully realizing our nature, the end, in a way, of humanity itself.

But such pessimistic lamentations have come to seem to me no more than misplaced machismo. Sure, Marx’s and my culture, the ethos of our post-industrial professional class, might make us regret a world without work. But we shouldn’t confuse the way two philosophers were brought up with the fundamental values of human life. What stranger narcissism could there be than bemoaning the end of others’ suffering, disease, and need, just because it deprives you of the chance to be a hero?


The first summer after the release of ChatGPT—the first summer of my fits of dread—I stayed with my in-laws in Val Camonica, a valley in the Italian alps. The houses in their village, Sellero, are empty and getting emptier; the people on the streets are old and getting older. The kids that are left—my wife’s elementary school class had, even then, a full complement of four—often leave for better lives. But my in-laws are connected to this place, to the houses and streets where they grew up. They see the changes too, of course. On the mountains above, the Adamello, Italy’s largest glacier, is retreating faster every year. But while the shows on Netflix change, the same mushrooms appear in the summer, and the same chestnuts are collected in the fall.

Walking in the mountains of Val Camonica that summer, I tried to find parallels for my sense of impending loss. I thought about William Shanks, a British mathematician who calculated π to 707 digits by hand in 1873 (he made a mistake at 527; almost 200 digits were wrong). He later spent years of his life, literally years, on a table of the reciprocals of the primes up to one-hundred and ten thousand, calculating in the morning by hand, and checking it over in the afternoon. That was his life’s work. Just sixty years after his death, though, already in the 1940s, the table on which his precious mornings were spent, the few mornings he had on this earth, could be made by a machine in a day.

I feel sad thinking about Shanks, but I don’t feel grief for the loss of calculation by hand. The invention of the typewriter, and the death of handwritten notes seemed closer to the loss I imagined we might feel. Handwriting was once a part of your style, a part of who you were. With its decline some artistry, a deep and personal form of expression, may be lost. When the bots help with everything we write, couldn’t we too lose our style and voice?

But more than anything I thought of what I saw around me: the slow death of the dialects of Val Camonica and the culture they express. Chestnuts were at one time so important for nutrition here, that in the village of Paspardo, a street lined with chestnut trees is called “bread street” (“Via del Pane”). The hyper-local dialects of the valley, outgrowths sometimes of a single family’s inside jokes, have words for all the phases of the chestnut. There’s a porridge made from chestnut flour that, in Sellero goes by ‘skelt’, but is ‘pult’ in Paspardo, a cousin of ‘migole’ in Malonno, just a few villages away. Boiled, chestnuts are tetighe; dried on a grat, biline or bascocc, which, seasoned and boiled become broalade. The dialects don’t just record what people eat and ate; they recall how they lived, what they saw, and where they went. Behind Sellero, every hundred-yard stretch of the walk up to the cabins where the cows were taken to graze in summer, has its own name. Aiva Codaola. Quarsanac. Coran. Spi. Ruc.

But the young people don’t speak the dialect anymore. They go up to the cabins by car, too fast to name the places along the way. They can’t remember a time when the cows were taken up to graze. Some even buy chestnuts in the store.

Grief, you don’t need me to tell you, is a complicated beast. You can grieve for something even when you know that, on balance, it’s good that it’s gone. The death of these dialects, of the stories told on summer nights in the mountains with the cows, is a loss reasonably grieved. But you don’t hear the kids wishing more people would be forced to stay or speak this funny-sounding tongue. You don’t even hear the old folks wishing they could go back fifty years—in those days it wasn’t so easy to be sure of a meal. For many, it’s better this way, not the best it could be, but still better, even as they grieve what they stand to lose and what they’ve already lost.

The grief I feel, imagining a world without needed work, seems closest to this kind of loss. A future without work could be much better than ours, overall. But, living in that world, or watching as our old ways passed away, we might still reasonably grieve the loss of the work that once was part of who we were.


In the last chapter of Edith Wharton’s Age of Innocence, Newland Archer contemplates a world that has changed dramatically since, thirty years earlier, before these new fangled telephones and five-day trans-Atlantic ships, he renounced the love of his life. Awaiting a meeting that his free-minded son Dallas has organized with Ellen Olenska, the woman Newland once loved, he wonders whether his son, and this whole new age, can really love the way he did and does. How could their hearts beat like his, when they’re always so sure of getting what they want?

There have always been things to grieve about getting old. But modern technology has given us new ways of coming to be out of date. A generation born in 1910 did their laundry in Sellero’s public fountains. They watched their grandkids grow up with washing machines at home. As kids, my in-laws worked with their families to dry the hay by hand. They now know, abstractly, that it can all be done by machine. Alongside newfound health and ease, these changes brought, as well, a mix of bitterness and grief: grief for the loss of gossip at the fountains or picnics while bringing in the hay; and also bitterness, because the kids these days just have no idea how easy they have it now.

As I look forward to the glories that, if the world doesn’t end, my grandkids might enjoy, I too feel prospective bitterness and prospective grief. There’s grief, in advance, for what we now have that they’ll have lost: the formal manners of my grandparents they’ll never know, the cars they’ll never learn to drive, and the glaciers that will be long gone before they’re born. But I also feel bitter about what we’ve been through that they won’t have to endure: small things like folding the laundry, standing in security lines or taking out the trash, but big ones too—the diseases which will take our loved ones that they’ll know how to cure.

All this is a normal part of getting old in the modern world. But the changes we see could be much faster and grander in scale. Amodei of Anthropic speculates that a century of technological change could be compressed into the next decade, or less. Perhaps it’s just hype, but—what if it’s not? It’s one thing for a person to adjust, over a full life, to the washing machine, the dishwasher, the air-conditioner, one by one. It’s another, in five years, to experience the progress of a century. Will I see a day when childbirth is a thing of the past? What about sleep? Will our ‘descendants’ have bodies at all?

And this round of automation could also lead to unemployment unlike any our grandparents saw. Worse, those of us working now might be especially vulnerable to this loss. Our culture, or anyway mine—professional America of the early 21st century—has apotheosized work, turning it into a central part of who we are. Where others have a sense of place—their particular mountains and trees—we’ve come to locate ourselves with professional attainment, with particular degrees and jobs. For us, ‘workists’ that so many of us have become, technological displacement wouldn’t just be the loss of our jobs. It would be the loss of a central way we have of making sense of our lives.

None of this will be a problem for the new generation, for our kids. They’ll know how to live in a world that could be—if things go well—far better overall. But I don’t know if I’d be able to adapt. Intellectual argument, however strong, is weak against the habits of years. I fear they’d look at me, stuck in my old ways, with the same uncomprehending look that Dallas Archer gives his dad, when Newland announces that he won’t go see Ellen Olenska, the love of his life, after all. “Say”, as Newland tries to explain to his dumbfounded son, “that I’m old fashioned, that’s enough.”


And yet, the core of my dread is not about aging out of work before my time. I feel closest to Douglas Hofstadter, the author of Gödel, Escher, Bach. His dread, like mine, isn’t only about the loss of work today, or the possibility that we’ll be killed off by the bots. He fears that even a gentle superintelligence will be “as incomprehensible to us as we are to cockroaches.”

Today, I feel part of our grand human projects—the advancement of knowledge, the creation of art, the effort to make the world a better place. I’m not in any way a star player on the team. My own work is off in a little backwater of human thought. And I can’t understand all the details of the big moves by the real stars. But even so, I understand enough of our collective work to feel, in some small way, part of our joint effort. All that will change. If I were to be transported to the brilliant future of the bots, I wouldn’t understand them or their work enough to feel part of the grand projects of their day. Their work would have become, to me, as alien as ours is to a roach.


But I’m still persuaded that the hardline pessimists are wrong. Work is far from the most important value in our lives. A post-instrumental world could be full of much more important goods— from rich love of family and friends, to new undreamt of works of art—which would more than compensate the loss of value from the loss of our work.

Of course, even the values that do persist may be transformed in almost unrecognizable ways. In Deep Utopia: Life and Meaning in a Solved World, the futurist and philosopher Nick Bostrom imagines how things might look. In one of the most memorable sections of the book—right up there with an epistolary novella about the exploits of Pignolius the pig (no joke!)—Bostrom says that even child-rearing may be something that we, if we love our children, would come to forego. In a truly post-instrumental world, a robot intelligence could do better for your child, not only in teaching the child to read, but also in showing unbreakable patience and care. If you’ll snap at your kid, when the robot would not, it would only be selfishness for you to get in the way.

It’s a hard question whether Bostrom is right. At least some of the work of care isn’t like eliminating suffering or ending mortal disease. The needs or wants are small-scale stuff, and the value we get from helping each other might well outweigh the fact that we’d do it worse than a robot could.

But even supposing Bostrom is right about his version of things, and we wouldn’t express our love by changing diapers, we could still love each other. And together with our loved ones and friends, we’d have great wonders to enjoy. Wharton has Newland Archer wonder at five-day transatlantic ships. But what about five day journeys to Mars? These days, it’s a big deal if you see the view from Everest with your own eyes. But Olympus Mons on Mars is more than twice as tall.

And it’s not just geographical tourism that could have a far expanded range. There’d be new journeys of the spirit as well. No humans would be among the great writers or sculptors of the day, but the fabulous works of art a superintelligence could make could help to fill our lives. Really, for almost any aesthetic value you now enjoy—sentimental or austere, minute or magnificent, meaningful or jocular—the bots would do it much better than we have ever done.

Humans could still have meaningful projects, too. In 1976, about a decade before any of Altman, Amodei or even I were born, the Canadian philosopher Bernhard Suits argued that “voluntary attempts to overcome unnecessary obstacles” could give people a sense of purpose in a post-instrumental world. Suits calls these “games”, but the name is misleading; I prefer “artificial projects”. The projects include things we would call games like chess, checkers and bridge, but also things we wouldn’t think of as games at all, like Amundsen’s and Scott’s exploits to the Pole. Whatever we call them, Suits—who’s followed here explicitly by Danaher, the antiwork utopian and, implicitly, by Altman and Amodei—is surely right: even as things are now, we get a lot of value from projects we choose, whether or not they meet a need. We learn to play a piece on the piano, train to run a marathon, or even fly to Antartica to “ski the last degree” to the Pole. Why couldn’t projects like these become the backbone of purpose in our lives?

And we could have one real purpose, beyond the artificial ones, as well. There is at least one job that no machine can take away: the work of self-fashioning, the task of becoming and being ourselves. There’s an aesthetic accomplishment in creating your character, an artistry of choice and chance in making yourself who you are. This personal style includes not just wardrobe or tattoos, not just your choice of silverware or car, but your whole way of being, your brand of patience, modesty, humor, rage, hobbies and tastes. Creating this work of art could give some of us something more to live for.


Would a world like that leave any space for human intellectual achievement, the stuff of my childhood dreams? The Buddhist Pali Canon says that “All conditioned things are impermanent—when one sees this with wisdom, one turns away from suffering.” Apparently, in this text, the intellectual achievement of understanding gives us a path out of suffering. To arrive at this goal, you don’t have to be the first to plant your flag on what you’ve understood; you just have to get there.

A secular version of this idea might hold, more simply, that some knowledge or understanding is good in itself. Maybe understanding the mechanics of penicillin matters mainly because of what it enabled Fleming and others to do. But understanding truths about the nature of our existence, or even mathematics, could be different. That sort of understanding plausibly is good in its own right, even if someone or something has gotten there first.

Venkatesh the Fields Medalist seems to suggest something like this for the future of math. Perhaps we’ll change our understanding of the discipline, so that it’s not about getting the answers, but instead about human understanding, the artistry of it perhaps, or the miracle of the special kind of certainty that proof provides.

Philosophy, my subject, might seem an even more promising place for this idea. For some, philosophy is a “way of life”. The aim isn’t necessarily an answer, but constant self-examination for its own sake. If that’s the point, then in the new world of lying flat, there could be a lot of philosophy to do.

I don’t myself accept this way of seeing things. For me, philosophy aims at the truth as much as physics does. But I of course agree that there are some truths that it’s good for us to understand, whether or not we get there first. And there could be other parts of philosophy that survive for us, as well. We need to weigh the arguments for ourselves, and make up our own minds, even if the work of finding new arguments comes to belong to a machine.

I’m willing to believe, and even hope that future people will pursue knowledge and understanding in this way. But I don’t find, here, much consolation for my personal grief. I was trained to produce knowledge, not merely to acquire it. In the hours when I’m not teaching or preparing to teach, my job is to discover the truth. The values I imbibed—and I told you I was an obedient kid—held that the prize goes for priority.

Thinking of this world where all we learn is what the bots have discovered first, I feel sympathy with Lee Sedol, the champion Go player who retired after his defeat by Google’s AlphaZero in 2016. For him, losing to AI “in a sense, meant my entire world was collapsing”. “Even if I become the number one, there is an entity that cannot be defeated.” Right or wrong, I would feel the same about my work, in a world with an automated philosophical champ.

But Sedol and I are likely just out of date models, with values that a future culture will rightly revise. It’s been more than twenty years since Garry Kasparov lost to IBM’s Deep Blue, but chess has never been more popular. And this doesn’t seem some new-fangled twist of the internet age. I know of no human who quit the high-jump after the invention of mechanical flight. The Greeks sprinted in their Olympics, though they had, long before, domesticated the horse. Maybe we too will come to value the sport of understanding with our own brains.


Frankenstein, Mary Shelley’s 1818 classic of the creations-kill-creator genre, begins with an expedition to the North Pole. Robert Walton hopes to put himself in the annals of science and claim the Pole for England, when he comes upon Victor Frankenstein, floating in the Arctic Sea. It’s only once Frankenstein warms up, that we get into the story everyone knows. Victor hopes he can persuade Walton to turn around, by describing how his own quest for knowledge and glory went south.

Frankenstein doesn’t offer Walton an alternative way of life, a guide for living without grand goals. And I doubt Walton would have been any more personally consoled by the glories of a post-instrumental future than I am. I ended up a philosopher, but I was raised by parents who, maybe like yours, hoped for doctors or lawyers. They saw our purpose in answering real needs, in, as they’d say, contributing to society. Lives devoted to families and friends, fantastic art and games could fill a wondrous future, a world far better than it has ever been. But those aren’t lives that Walton or I, or our parents for that matter, would know how to be proud of. It’s just not the way we were brought up.

For the moment, of course, we’re not exactly short on things to do. The world is full of grisly suffering, sickness, starvation, violence, and need. Frankenstein is often remembered with the moral that thirst for knowledge brings ruination, that scientific curiosity killed the cat. But Victor Frankenstein makes a lot of mistakes other than making his monster. His revulsion at his creation persistently prevents him, almost inexplicably, from feeling the love or just plain empathy that any father should. On top of all we have to do to help each other, we have a lot of work to do, in engineering as much as empathy, if we hope to avoid Frankenstein’s fate.

But even with these tasks before us, my fits of dread are here to stay. I know that the post-instrumental world could be a much better place. But its coming means the death of my culture, the end of my way of life. My fear and grief about this loss won’t disappear because of some choice consolatory words. But I know how to relish the twilight too. I feel lucky to live in a time where people have something to do, and the exploits around me seem more poignant, and more beautiful, in the dusk. We may be some of the last to enjoy this brief spell, before all exploration, all discovery, is done by fully automated sleds.