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The Blog of Scott Aaronson
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Anthropic’s LLM watermarking
22 Aug 2026 | original ↗

So yeah, Anthropic has announced that it’s now watermarking the outputs of Claude, using a scheme based on Google’s SynthID, which is in turn based on the Gumbel Softmax scheme that I proposed at OpenAI back in 2022—as far as I know, the first LLM watermarking proposal, though far from the last one. I’m gratified […]

Better than gold
20 Aug 2026 | original ↗

What’s about the only thing more badass than a 17-year-old winning a gold medal at the International Olympiad in Informatics (IOI)? That 17-year-old intentionally forfeiting his gold medal by wearing an Israeli flag while the medal was announced, defying the IOI’s boycott of Israel. Kol HaKavod (mad respect) to Yotam Budnik, who incredibly, has...

Michael Rabin memorial conference
16 Aug 2026 | original ↗

Friend-of-the-blog (well, mainly just friend) Adi Akavia has asked me to publicize that she’s helping to organize an exciting CS conference called Mind-IL at Tel Aviv University on October 26, in memory of the Israeli-American Turing Award winner Michael O. Rabin, who passed away in April. Please note that October 26 is the day before […]

Enough with all the world-historic milestones
7 Aug 2026 | original ↗

Whatever you’ve been writing to me to ask if I’m aware of: yeah, I’m aware of it. In particular: Anyway, about the AI stuff. I don’t know whether this is literally our last year alive—I doubt it—but it’s pretty clearly the last year of math and theoretical computer science research in the style we’ve known […]

NISQ and quantum supremacy did not fail
18 Jul 2026 | original ↗

A week ago, a philosopher named Amit Hagar put out a preprint entitled The NISQ Trap: Eight Years of Demonstrations the Hardware was Built to Lose. Here’s the abstract: With a single clear exception, every NISQ-era flagship demonstration of ‘quantum advantage’ has, within eighteen months of its announcement, been classically reproduced, shown to...

Held Prize call for nominations (+ call for postdocs)
11 Jul 2026 | original ↗

Here at the National Academy of Sciences, it seems that my first job is to serve on the selection committee for the prestigious Michael and Sheila Held Prize in combinatorial and discrete optimization and related areas. The committee chair, my former MIT colleague Madhu Sudan (now at Harvard), invited me to share the following message […]

Announcing BQP Partners: my and my brother’s new angel-investing venture
10 Jul 2026 | original ↗

As I’ve written before, these past couple years I’ve often felt like the last remaining person in either quantum computing or AI who lacked a stake in some startup company whose valuation is right now shooting into interstellar space. My academic colleagues, including the ones who seemed the most singleminded about quantum oracle separations and...

Happy 250th!
4 Jul 2026 | original ↗

I’m at the New Jersey shore with family and friends, where we’ve spent this Fourth of July eating hot dogs, playing miniature golf, and wading into the ocean that my great-grandparents crossed to escape calamities they knew about and much greater calamities that they didn’t. Tonight we’ll see the fireworks, weather permitting. And yes, on […]

An American privacy emergency: Guest post from Cynthia Dwork et al.
2 Jul 2026 | original ↗

Scott’s foreword: Cynthia Dwork is Gordon McKay Professor of Computer Science at Harvard, and a pioneer in the fields of differential privacy and algorithmic fairness. On my recent travels to the SigmaWest science camp and then STOC, there was much talk about a recent Trump administration action that would ban not only differential privacy, but […]

Spreading the Gospel of Theoretical Computer Science to an Omega(1) Fraction of Humanity: My Trevisan Award Acceptance Speech at STOC
29 Jun 2026 | original ↗

Spreading the Gospel of Theoretical Computer Science to an Ω(1) Fraction of Humanity (Or, How We Can Do Like the Physicists)Scott Aaronson’s Trevisan Award Acceptance SpeechSalt Lake City, Utah, June 23, 2026 Thank you so much! It’s one of the highlights of my life, frankly, to accept the first-ever Luca Trevisan Award for Expository Work […]

50 Years of Aumann’s Agreement Theorem
28 Jun 2026 | original ↗

One of the most popular posts in this blog’s history was Common Knowledge and Aumann’s Agreement Theorem, based on a lecture that I gave to high-school students 11 years ago. One of the impacts of that post, I’m proud to say, is that (according to Steven Pinker) it helped to inspire Steve’s excellent recent popular […]

My response to the White House executive order on QC
23 Jun 2026 | original ↗

I’ve been getting emails from journalists asking me to comment on the new White House executive order on quantum computing. Alas, I don’t have time for a long response or interviews since I’m at a beautiful science camp in the California mountains, and heading soon to STOC’2026 in Salt Lake City. But I gave anyone […]

Bipartite matching is in NC!
22 Jun 2026 | original ↗

Since I’m a good mood today—at a beautiful science camp with my kids, high in the mountains near Big Bear Lake in California—I thought I’d blog about something positive. Last week, five authors posted a major paper to the Electronic Colloquium on Computational Complexity, which shows (or anyway, credibly claims to show) that the Bipartite […]

Never trust a T-Rex
20 Jun 2026 | original ↗

In 2024, at the same time as I was being called a genocide apologist, Zionist baby killer, etc. etc., I was also being hounded by my right-wing, pro-Israel readers, who demanded of me: knowing what you know, understanding what you understand, how could you possibly vote for Kamala Harris? How could you donate to Kamala’s […]

On hope
2 Jun 2026 | original ↗

The comments on my previous post, on recent AI breakthroughs in solving Erdös problems and beyond, must’ve set some sort of record for the number of separate reasons commenters offered me to despair about the future of humanity. All this in a post that I saw as relatively nerdy and anodyne, goring few oxen, when […]

Dispatches from the possibly last days of human relevance
28 May 2026 | original ↗

As most readers have presumably heard by now, Paul Erdös’s Unit Distance Problem from 1946—one of the central open problems from the field of discrete geometry—has been solved by GPT5.5Pro. Erdös had conjectured that, given n points in the plane, at most n1+o(1) pairs of them could be unit distance apart. Using high-powered results from […]

No more NYT cooperation: my dog-rape red line
13 May 2026 | original ↗

Over the years, I’ve written two op-eds for The New York Times about quantum computing, at the NYT editors’ invitation: I’ve also visited the NYT office and helped NYT reporters with numerous stories about quantum computing and beyond. In the wake of Cade Metz’s hatchet job against the rationalist community, I resolved no longer to […]

The Trevisan Award and the Decimal Digits of Powers of 2
10 May 2026 | original ↗

WHOA … I’ve won the inaugural Luca Trevisan Award for Expository Work in Theoretical Computer Science! This has a particular meaning for me as someone who knew Luca Trevisan as well as I did for 25 years — who had him as a professor and thesis committee member, whose blog bounced off his blog, who […]

Will you heed my warnings NOW?
29 Apr 2026 | original ↗

Holy crap … yesterday I was elected to the US National Academy of Sciences! If you don’t believe me, click the link and keep scrolling down until you hit the name “Aaronson.” But then continue scrolling to see 144 other inductees, including my IAS postdoctoral classmate Maria Chudnovsky, my longtime friend and colleague Salil Vadhan, […]

Three greats who we’ve lost
19 Apr 2026 | original ↗

Sir Charles Antony Richard Hoare (1934-2026) won the 1980 Turing Award for numerous contributions to computer science, including foundational work on concurrency and formal verification and the invention (with Dijkstra) of the dining philosophers problem. But he’s perhaps best known, to pretty much everyone who’s ever studied CS, as the inventor...

Before we start on quantum
7 Apr 2026 | original ↗

Imagine that every week for twenty years, people message you asking you to comment on the latest wolf sighting, and every week you have to tell them: I haven’t seen a wolf, I haven’t heard a wolf, I believe wolves exist but I don’t yet see evidence of them anywhere near our town. Then one […]

Quantum computing bombshells that are not April Fools
1 Apr 2026 | original ↗

For those of you who haven’t seen, there were actually two “bombshell” QC announcements this week. One, from Caltech, including friend-of-the-blog John Preskill, showed how to do quantum fault-tolerance with lower overhead than was previously known, by using high-rate codes, which could work for example in neutral-atom architectures (or possibly...

Movie Review: “The AI Doc”
29 Mar 2026 | original ↗

Yesterday Dana, the kids, and I went to the theater to watch The AI Doc: Or How I Became An Apocaloptimist, the well-reviewed new documentary about whether AGI will destroy the world. This was surely the weirdest family movie night we’ve ever done. Firstly, because I personally know probably half of the many people interviewed […]

My theoretical computer science notes from Epsilon Camp
29 Mar 2026 | original ↗

Last summer, I was privileged to teach a two-week course on theoretical computer science to exceptional 11- and 12-year-olds at Epsilon Camp, held at Washington University in St. Louis. I was at Epsilon Camp to accompany my son Daniel, who attended a different course there, for the 7- and 8-year-olds. So they got me to […]

Congrats to Bennett and Brassard on the Turing Award!
18 Mar 2026 | original ↗

I’m on a spring break vacation-plus-lecture-tour with Dana and the kids in Mexico City this week, and wasn’t planning to blog, but I see that I need to make an exception. Charles Bennett and Gilles Brassard have won the Turing Award, for their seminal contributions to quantum computing and information including the BB84 quantum key […]

On Montgomery County public magnet schools: a guest post by Daniel Gottesman
15 Mar 2026 | original ↗

Scott’s foreword: I’ve known fellow quantum computing theorist Daniel Gottesman, now at the University of Maryland, for a quarter-century at this point. Daniel has been a friend, colleague, coauthor, and one of the people from whom I’ve learned the most in my career. Today he writes about a topic close to my heart, and one […]

Remarks at UT on the Pentagon/Anthropic situation
10 Mar 2026 | original ↗

Last Thursday, my friend and colleague Sam Baker, in UT Austin’s English department, convened an “emergency panel” here about the developing Pentagon/Anthropic situation, and asked me to speak at it. Even though the situation has continued to develop since then, I thought my prepared remarks for the panel might be of interest. At the bottom, […]

The ”JVG algorithm” is crap
8 Mar 2026 | original ↗

Sorry to interrupt your regular programming about the AI apocalypse, etc., and return to the traditional beat of this blog’s very earliest years … but I’ve now gotten multiple messages asking me to comment on something called the “JVG (Jesse–Victor–Gharabaghi) algorithm” (yes, the authors named it after themselves). This is presented as a massive...

Moar Updatez
5 Mar 2026 | original ↗

To start on a somber note: those of us at UT Austin are in mourning this week for Savitha Shan, an undergrad double major here in economics and information systems, who was murdered over the weekend by an Islamist terrorist who started randomly shooting people on Sixth Street, apparently angry about the war in Iran. […]

Anthropic: Stay strong!
27 Feb 2026 | original ↗

I don’t have time to write a full post right now, but hopefully this is self-explanatory. Regardless of their broader views on the AI industry, the eventual risks from AI, or American politics, right every person of conscience needs to stand behind Anthropic, as they stand up for their right to [checks notes] not be […]

Updatez!
20 Feb 2026 | original ↗

The STOC’2026 accepted papers list is out. It seems to me that there’s an emperor’s bounty of amazing stuff this year. I felt especially gratified to see the paper on the determination of BusyBeaver(5) on the list, reflecting a broad view of what theory of computing is about. There’s a phenomenal profile of Henry Yuen in Quanta magazine. Henry...

On reducing the cost of breaking RSA-2048 to 100,000 physical qubits
15 Feb 2026 | original ↗

So, a group based in Sydney, Australia has put out a preprint with a new estimate of the resource requirements for Shor’s algorithm, claiming that if you use LDPC codes rather than the surface code, you should be able to break RSA-2048 with fewer than 100,000 physical qubits, which is an order-of-magnitude improvement over the […]

“My Optimistic Vision for 2050”
12 Feb 2026 | original ↗

The following are prepared remarks that I delivered by Zoom to a student group at my old stomping-grounds of MIT, and which I thought might interest others (even though much of it will be familiar to Shtetl-Optimized regulars). The students asked me to share my “optimistic vision” for the year 2050, so I did my […]

Nate Soares visiting UT Austin tomorrow!
10 Feb 2026 | original ↗

This is just a quick announcement that I’ll be hosting Nate Soares—who coauthored the self-explanatorily titled If Anyone Builds It, Everyone Dies with Eliezer Yudkowsky—tomorrow (Tuesday) at 5PM at UT Austin, for a brief talk followed by what I’m sure will be an extremely lively Q&A about his book. Anyone in the Austin area is […]

Luca Trevisan Award for Expository Work
7 Feb 2026 | original ↗

Friend-of-the-blog Salil Vadhan has asked me to share the following. The Trevisan Award for Expository Work is a new SIGACT award created in memory of Luca Trevisan (1971-2024), with a nomination deadline of April 10, 2026. The award is intended to promote and recognize high-impact work expositing ideas and results from the Theory of Computation....

The time I didn’t meet Jeffrey Epstein
1 Feb 2026 | original ↗

Last night, I was taken aback to discover that my name appears in the Epstein Files, in 26 different documents. This is despite the fact that I met Jeffrey Epstein a grand total of zero times, and had zero email or any other contact with him … which is more (less) than some of my […]

Guest Post from an Iranian
31 Jan 2026 | original ↗

The following guest post was written by a Shtetl-Optimized fan in Iran, who’s choosing to remain anonymous for obvious reasons. I’m in awe of the courage of this individual and the millions of other Iranians who’ve risked or, tragically, sacrificed their lives these past few weeks, to stand for something about as unequivocally good and […]

Quantum is my happy place
29 Jan 2026 | original ↗

Here’s a 53-minute podcast that I recorded this afternoon with a high school student named Micah Zarin, and which ended up covering …[checks notes] … consciousness, free will, brain uploading, the Church-Turing Thesis, AI, quantum mechanics and its various interpretations, quantum gravity, quantum computing, and the discreteness or continuity of...

On thugs
25 Jan 2026 | original ↗

Those of us who tried to stop Trump from ever coming to power—and who then tried to stop his return to power—were accused of hysterics, of Trump Derangement Syndrome, when we talked about authoritarianism and the death of liberal democracy. Yet masked government agents summarily executing protesters in the street, under the orders and protection...

I Had A Dream
19 Jan 2026 | original ↗

Alas, the dream that I had last night was not the inspiring, MLK kind of dream, even though tomorrow happens to be the great man’s day.  No, I had the literal kind of dream, where everything seems real but then you wake up and remember only the last fragments. In my case, those last fragments […]

Scott A. on Scott A. on Scott A.
18 Jan 2026 | original ↗

Scott Alexander has put up one of his greatest posts ever, a 10,000-word eulogy to Dilbert creator Scott Adams, of which I would’ve been happy to read 40,000 words more. In it, Alexander trains a microscope on Adams’ tragic flaws as a thinker and human being, but he adds: In case it’s not obvious, I […]

FREEDOM (while hoping my friends stay safe)
11 Jan 2026 | original ↗

This deserves to become one of the iconic images of human history, alongside the Tank Man of Tiananmen Square and so forth. Here’s Sharifi Zarchi, a computer engineering professor at Sharif University in Tehran, posting on Twitter/X: “Ali Khamenei is not my leader.” Do you understand the balls of steel this takes? If Professor Zarchi […]

The Goodness Cluster
8 Jan 2026 | original ↗

The blog-commenters come at me one by one, a seemingly infinite supply of them, like masked henchmen in an action movie throwing karate chops at Jackie Chan. “Seriously Scott, do better,” says each henchman when his turn comes, ignoring all the ones before him who said the same. “If you’d have supported American-imposed regime change […]

Venezuela through the lens of good and evil
4 Jan 2026 | original ↗

I woke up yesterday morning happy and relieved that the Venezuelan people were finally free of their brutal dictator. I ended the day angry and depressed that Trump, as it turns out, does not seek to turn over Venezuela to María Corina Machado and her inspiring democracy movement—the pro-Western, Nobel-Peace-Prize-winning, slam-dunk obvious,...

My Christmas gift: telling you about PurpleMind, which brings CS theory to the YouTube masses
25 Dec 2025 | original ↗

Merry Christmas, everyone! Ho3! Here’s my beloved daughter baking chocolate chip cookies, which she’ll deliver tomorrow morning with our synagogue to firemen, EMTs, and others who need to work on Christmas Day. My role was limited to taste-testing. While (I hope you’re sitting down for this) the Aaronson-Moshkovitzes are more of a latke/dreidel...

More on whether useful quantum computing is “imminent”
21 Dec 2025 | original ↗

These days, the most common question I get goes something like this: A decade ago, you told people that scalable quantum computing wasn’t imminent. Now, though, you claim it plausibly is imminent. Why have you reversed yourself?? I appreciated the friend of mine who paraphrased this as follows: “A decade ago you said you were […]

Happy Chanukah
15 Dec 2025 | original ↗

This (taken in Kiel, Germany in 1931 and then colorized) is one of the most famous photographs in Jewish history, but it acquired special resonance this weekend. It communicates pretty much everything I’d want to say about the Bondi Beach massacre in Australia, more succinctly than I could in words. But I can’t resist sharing […]

Understanding vs. impact: the paradox of how to spend my time
11 Dec 2025 | original ↗

Not long ago William MacAskill, the founder of the Effective Altruist movement, visited Austin, where I got to talk with him in person for the first time. I was a fan of his book What We Owe the Future, and found him as thoughtful and eloquent face-to-face as I did on the page. Talking to […]

Theory and AI Alignment
7 Dec 2025 | original ↗

The following is based on a talk that I gave (remotely) at the UK AI Safety Institute Alignment Workshop on October 29, and which I then procrastinated for more than a month in writing up. Enjoy! Thanks for having me! I’m a theoretical computer scientist. I’ve spent most of my career for ~25 years studying […]

Mihai Pătrașcu Best Paper Award: Guest post from Seth Pettie
30 Nov 2025 | original ↗

Scott’s foreword: Today I’m honored to turn over Shtetl-Optimized to a guest post from Michigan theoretical computer scientist Seth Pettie, who writes about a SOSA Best Paper Award newly renamed in honor of the late Mihai Pătrașcu. Mihai, who I knew from his student days, was a brash, larger-than-life figure in theoretical computer science, for […]

Quantum Investment Bros: Have you no shame?
20 Nov 2025 | original ↗

Near the end of my last post, I made a little offhand remark: [G]iven the current staggering rate of hardware progress, I now think it’s a live possibility that we’ll have a fault-tolerant quantum computer running Shor’s algorithm before the next US presidential election. And I say that not only because of the possibility of the next […]

Quantum computing: too much to handle!
14 Nov 2025 | original ↗

Tomorrow I’m headed to Berkeley for the Inkhaven blogging residency, whose participants need to write one blog post per day or get kicked out. I’ll be there to share my “wisdom” as a distinguished elder blogger (note that Shtetl-Optimized is now in its twentieth year). I’m acutely aware of the irony, that I myself can […]

UT Austin’s Statement on Academic Integrity
6 Nov 2025 | original ↗

A month ago William Inboden, the provost of UT Austin (where I work), invited me to join a university-wide “Faculty Working Group on Academic Integrity.” The name made me think that it would be about students cheating on exams and the like. I didn’t relish the prospect but I said sure. Shortly afterward, Jim Davis, […]

On keeping a packed suitcase
1 Nov 2025 | original ↗

This Halloween, I didn’t need anything special to frighten me. I walked all day around in a haze of fear and depression, unable to concentrate on my research or anything else. I saw people smiling, dressed up in costumes, and I thought: how? The president of the Heritage Foundation, the most important right-wing think tank […]

An Experimental Program for AI-Powered Feedback at STOC: Guest Post from David Woodruff
28 Oct 2025 | original ↗

This year for STOC, we decided to run an experiment to explore the use of Large Language Models in the theoretical computer science community, and we’re inviting the entire community to participate. We—a team from the STOC PC—are offering authors the chance to get automated pre-submission feedback from an advanced, Gemini-based LLM tool that’s...

My talk at Columbia University: “Computational Complexity and Explanations in Physics”
16 Oct 2025 | original ↗

Last week, I gave the Patrick Suppes Lecture in the Columbia University Philosophy Department. Patrick Suppes was a distinguished philosopher at Stanford who (among many other things) pioneered remote gifted education through the EPGY program, and who I was privileged to spend some time with back in 2007, when he was in his eighties. My […]

Sad and happy day
7 Oct 2025 | original ↗

Today, of course, is the second anniversary of the genocidal Oct. 7 invasion of Israel—the deadliest day for Jews since the Holocaust, and the event that launched the current wars that have been reshaping the Middle East for better and/or worse. Regardless of whether their primary concern is for Israelis, Palestinians, or both, I’d hope […]

The QMA Singularity
27 Sept 2025 | original ↗

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...

HSBC unleashes yet another “qombie”: a zombie claim of quantum advantage that isn’t
26 Sept 2025 | original ↗

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 trading data. (See also blog posts here and here, or numerous popular articles that you can easily find and […]

Darkness over America
22 Sept 2025 | original ↗

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,...

Quantum Information Supremacy
12 Sept 2025 | original ↗

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...

For the record
4 Sept 2025 | original ↗

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...

Deep Gratitude
2 Sept 2025 | original ↗

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 […]

Staying sane on a zombie planet
31 Aug 2025 | original ↗

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 […]

Deep Zionism
28 Aug 2025 | original ↗

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 […]

Updates!
14 Aug 2025 | original ↗

(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, […]

ChatGPT and the Meaning of Life: Guest Post by Harvey Lederman
5 Aug 2025 | original ↗

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 […]

Quantum Complexity Theory Student Project Showcase #5 (2025 Edition)!
1 Aug 2025 | original ↗

Sorry for the long blog-hiatus! I was completely occupied for weeks, teaching an intensive course on theoretical computer science to 11-year-olds (!), at a math camp in St. Louis that was also attended by my 8-year-old son. Soon I’ll accompany my 12-year-old daughter to a science camp in Connecticut, where I’ll also give lectures. There’s […]

BusyBeaver(6) is really quite large
28 Jun 2025 | original ↗

For overdetermined reasons, I’ve lately found the world an increasingly terrifying and depressing place. It’s gotten harder and harder to concentrate on research, or even popular science writing. Every so often, though, something breaks through that wakes my inner child, reminds me of why I fell in love with research thirty years ago, and helps […]

Raymond Laflamme (1960-2025)
24 Jun 2025 | original ↗

Even with everything happening in the Middle East right now, even with (relatedly) everything happening in my own family (my wife and son sheltering in Tel Aviv as Iranian missiles rained down), even with all the rather ill-timed travel I’ve found myself doing as these events unfolded (Ecuador and the Galapagos and now STOC’2025 in […]

Trump and Iran, by popular request
22 Jun 2025 | original ↗

I posted this on my Facebook, but several friends asked me to share more widely, so here goes: I voted against Trump three times, and donated thousands to his opponents. I’d still vote against him today, seeing him as a once-in-a-lifetime threat to American democracy and even to the Enlightenment itself. But last night I […]

Guess I’m A Rationalist Now
10 Jun 2025 | original ↗

A week ago I attended LessOnline, a rationalist blogging conference featuring many people I’ve known for years—Scott Alexander, Eliezer Yudkowsky, Zvi Mowshowitz, Sarah Constantin, Carl Feynman—as well as people I’ve known only online and was delighted to meet in person, like Joe Carlsmith and Jacob Falkovich and Daniel Reeves. The conference was...

“If Anyone Builds It, Everyone Dies”
30 May 2025 | original ↗

Eliezer Yudkowsky and Nate Soares are publishing a mass-market book, the rather self-explanatorily-titled If Anyone Builds It, Everyone Dies. (Yes, the “it” means “sufficiently powerful AI.”) The book is now available for preorder from Amazon: I was graciously offered a chance to read a draft and offer, not a “review,” but some preliminary...

Cracking the Top Fifty!
8 May 2025 | original ↗

I’ve now been blogging for nearly twenty years—through five presidential administrations, my own moves from Waterloo to MIT to UT Austin, my work on algebrization and BosonSampling and BQP vs. PH and quantum money and shadow tomography, the publication of Quantum Computing Since Democritus, my courtship and marriage and the birth of my two kids,...

Opposing SB37
6 May 2025 | original ↗

Yesterday, the Texas State Legislature heard public comments about SB37, a bill that would give a state board direct oversight over course content and faculty hiring at public universities, perhaps inspired by Trump’s national crackdown on higher education. (See here or here for coverage.) So, encouraged by a friend in the history department, I...

Quantum! AI! Everything but Trump!
1 May 2025 | original ↗

Grant Sanderson, of 3blue1brown, has put up a phenomenal YouTube video explaining Grover’s algorithm, and dispelling the fundamental misconception about quantum computing, that QC works simply by “trying all the possibilities in parallel.” Let me not futz around: this video explains, in 36 minutes, what I’ve tried to explain over and over on this...

Fight Fiercely
24 Apr 2025 | original ↗

Last week I visited Harvard and MIT, and as advertised in my last post, gave the Yip Lecture at Harvard on the subject “How Much Math Is Knowable?” The visit was hosted by Harvard’s wonderful Center of Mathematical Sciences and Applications (CMSA), directed by my former UT Austin colleague Dan Freed. Thanks so much to […]

I speak at Harvard as it faces its biggest crisis since 1636
15 Apr 2025 | original ↗

Every week, I tell myself I won’t do yet another post about the asteroid striking American academia, and then every week events force my hand otherwise. No one on earth—certainly no one who reads this blog—could call me blasé about the issue of antisemitism at US universities. I’ve blasted the takeover of entire departments and […]

My most rage-inducing beliefs
14 Apr 2025 | original ↗

A friend and I were discussing whether there’s anything I could possibly say, on this blog, in 2025, that wouldn’t provoke an outraged reaction from my commenters. So I started jotting down ideas. Let’s see how I did.

Theoretical Computer Science for AI Alignment … and More
10 Apr 2025 | original ↗

In this terrifying time for the world, I’m delighted to announce a little glimmer of good news. I’m receiving a large grant from the wonderful Open Philanthropy, to build up a group of students and postdocs over the next few years, here at UT Austin, to do research in theoretical computer science that’s motivated by […]

In favor of the morally sane thing
3 Apr 2025 | original ↗

The United States is now a country that disappears people. Visa holders, green card holders, and even occasionally citizens mistaken for non-citizens: Trump’s goons can now seize them off the sidewalk at any time, handcuff them, detain them indefinitely in a cell in Louisiana with minimal access to lawyers, or even fly them to an […]

Tragedy in one shitty act
31 Mar 2025 | original ↗

Leftist Students and Faculty: We’d sooner burn universities to the ground than allow them to remain safe for the hated Zionist Jews, the baby-killing demons of the earth. We’ wi’ll disrupt their classes, bar them from student activities, smash their Hillel centers, take over campus buildings and quads, and chant for Hezbollah and the Al-Aqsa […]

On the JPMC/Quantinuum certified quantum randomness demo
26 Mar 2025 | original ↗

These days, any quantum computing post I write ought to begin with the disclaimer that the armies of Sauron are triumphing around the globe, this is the darkest time for humanity most of us have ever known, and nothing else matters by comparison. Certainly not quantum computing. Nevertheless stuff happens in quantum computing and it […]

On Columbia in the crosshairs
9 Mar 2025 | original ↗

The world is complicated, and the following things can all be true: (1) Trump and his minions would love to destroy American academia, to show their power, thrill their base, and exact revenge on people who they hate. They will gladly seize on any pretext to do so. For those of us, whatever our backgrounds, […]

Jacob Barandes and Me
4 Mar 2025 | original ↗

Please enjoy Harvard’s Jacob Barandes and yours truly duking it out for 2.5 hours on YouTube about the interpretation of quantum mechanics, and specifically Jacob’s recent proposal involving “indivisible stochastic dynamics,” with Curt Jaimungal as moderator. As always, I strongly recommend watching with captions turned on and at 2X speed. To...

The Evil Vector
3 Mar 2025 | original ↗

Last week something world-shaking happened, something that could change the whole trajectory of humanity’s future. No, not that—we’ll get to that later. For now I’m talking about Anthropic’s “Emergent Misalignment” paper. A group including Owain Evans (who took my Philosophy and Theoretical Computer Science course in 2011) published what I regard...

Ryan Williams strikes again
24 Feb 2025 | original ↗

Because of a recent breakthrough by Cook and Mertz on Tree Evaluation, Ryan now shows that every problem solvable in t time on a multitape Turing machine is also solvable in close to √t space As a consequence, he shows that there are problems solvable in O(n) space that require nearly quadratic time on multitape Turing machines If this could be...

FAQ on Microsoft’s topological qubit thing
20 Feb 2025 | original ↗

Q1. Did you see Microsoft’s announcement?A. Yes, thanks, you can stop emailing to ask! Microsoft’s Chetan Nayak was even kind enough to give me a personal briefing a few weeks ago. Yesterday I did a brief interview on this for the BBC’s World Business Report, and I also commented for MIT Technology Review. Q2. What […]

Toward a non-constant cancellation function
11 Feb 2025 | original ↗

It now seems the switch of Cancel Culture has only two settings: How could we possibly draw any line between these two extremes? Wouldn’t that require … judgment? Common sense? Consideration of the facts of individual cases? I, of course, survived attempted cancellation by a large online mob a decade ago, led by well-known figures […]

“If you’re not a woke communist, you have nothing to fear,” they claimed
8 Feb 2025 | original ↗

Part of me feels bad not to have written for weeks about quantum error-correction or BQP or QMA or even the new Austin-based startup that launched a “quantum computing dating app” (which, before anyone asks, is 100% as gimmicky and pointless as it sounds). But the truth is that, even if you cared narrowly about […]

The duty of stating the obvious
5 Feb 2025 | original ↗

1. Trump’s proposal for the US to “take over” Gaza and expel its inhabitants is, like nearly everything else Trump has said and done over the past two weeks and indeed the past decade, completely batshit insane. 2. As with countless other Trump proposals, I don’t see that it will actually happen — both because […]

Hymn to be recited for the next thousand mornings
2 Feb 2025 | original ↗

A few years ago, scientists feared they’d lose their jobs if they said anything against diversity programs. I was against that. Now scientists fear they’ll lose their jobs if they say anything for diversity programs. I’m against that too. A few years ago, if you didn’t list your pronouns, you were on the wrong side […]

The American science funding catastrophe
31 Jan 2025 | original ↗

It’s been almost impossible to get reliable information this week, but here’s what my sources are telling me: There is still a complete freeze on money being disbursed from the US National Science Foundation. Well, there’s total chaos in the federal government much more broadly, a lot of it more immediately consequential than the science […]

Good news for once! A faster Quantum Fourier Transform
23 Jan 2025 | original ↗

In my last post, I tried to nudge the arc of history back onto the narrow path of reasoned dialogue, walking the mile-high tightrope between shrill, unsupported accusation and naïve moral blindness. For my trouble, I was condemned about equally by leftists for my right-wing sympathies and by rightists for my left-wing ones. So today, […]

Open letter to any Shtetl-Optimized readers who know Elon
21 Jan 2025 | original ↗

Did Elon Musk make a Nazi salute? Well, not exactly. As far as I can tell, the truth is that he recklessly and repeatedly made a hand gesture that the world’s millions of Nazi sympathizers eagerly misinterpreted as a Nazi salute. He then (the worse part) declined to clarify or apologize in any way, opting […]

The mini-singularity
20 Jan 2025 | original ↗

Err, happy MLK Day! This week represents the convergence of so many plotlines that, if it were the season finale of some streaming show, I’d feel like the writers had too many balls in the air. For the benefit of the tiny part of the world that cares what I think, I offer the following […]

Above my pay grade: Jensen Huang and the quantum computing stock market crash
9 Jan 2025 | original ↗

Apparently Jensen Huang, the CEO of NVIDIA, opined on an analyst call this week that quantum computing was plausibly still twenty years away from being practical. As a direct result, a bunch of publicly-traded quantum computing companies (including IonQ, Rigetti, and D-Wave) fell 40% or more in value, and even Google/Alphabet stock fell on the […]

The Google Willow thing
10 Dec 2024 | original ↗

Yesterday I arrived in Santa Clara for the Q2B (Quantum 2 Business) conference, which starts this morning, and where I’ll be speaking Thursday on “Quantum Algorithms in 2024: How Should We Feel?” and also closing the conference via an Ask-Us-Anything session with John Preskill. (If you’re at Q2B, reader, come and say hi!) And to […]

Podcasts!
4 Dec 2024 | original ↗

Do you like watching me spout about AI alignment, watermarking, my time at OpenAI, the P versus NP problem, quantum computing, consciousness, Penrose’s views on physics and uncomputability, university culture, wokeness, free speech, my academic trajectory, and much more, despite my slightly spastic demeanor and my many verbal infelicities? Then...

Thanksgiving
28 Nov 2024 | original ↗

I’m thankful to the thousands of readers of this blog.  Well, not the few submit troll comments from multiple pseudonymous handles, but the 99.9% who don’t. I’m thankful that they’ve stayed here even when events (as they do more and more often) send me into a spiral of doomscrolling and just subsisting hour-to-hour—when I’m left […]

Letter to a Jewish voter in Pennsylvania
4 Nov 2024 | original ↗

Important Announcement: I don’t in any way endorse voting for Jill Stein, or any other third-party candidate. But if you are a Green Party supporter who lives in a swing state, then please at least vote for Harris, and use SwapYourVote.org to arrange for two (!) people in safe states to vote for Jill Stein […]

Steven Rudich (1961-2024)
3 Nov 2024 | original ↗

I was sure my next post would be about the election—the sword of Damocles hanging over the United States and civilization as a whole. Instead, I have sad news, but also news that brings memories of warmth, humor, and complexity-theoretic insight. Steven Rudich—professor at Carnegie Mellon, central figure of theoretical computer science since the...

My podcast with Brian Greene
19 Oct 2024 | original ↗

Yes, he’s the guy from The Elegant Universe book and TV series. Our conversation is 1 hour 40 minutes; as usual I strongly recommend listening at 2x speed. The topics, chosen by Brian, include quantum computing (algorithms, hardware, error-correction … the works), my childhood, the interpretation of quantum mechanics, the current state of AI, the...

My Nutty, Extremist Beliefs
14 Oct 2024 | original ↗

In nearly twenty years of blogging, I’ve unfortunately felt more and more isolated and embattled. It now feels like anything I post earns severe blowback, from ridicule on Twitter, to pseudonymous comment trolls, to scary and aggressive email bullying campaigns. Reflecting on this, though, I came to see that such strong reactions are an...

My October 7 post
7 Oct 2024 | original ↗

For weeks I agonized over what, if anything, this post should say. How does one commemorate a tragedy that isn’t over for millions of innocents on either side? How do I add to what friend-of-the-blog Boaz Barak and countless others have already written? Do I review the grisly details of Black Shabbat, tell the stories […]

Quantum advantage for NP approximation? For REAL this time?
5 Oct 2024 | original ↗

The other night I spoke at a quantum computing event and was asked—for the hundredth time? the thousandth?—whether I agreed that the quantum algorithm called QAOA was poised revolutionize industries by finding better solutions to NP-hard optimization problems. I replied that while serious, worthwhile research on that algorithm continues, alas, so...

Sad times for AI safety
1 Oct 2024 | original ↗

Many of you will have seen the news that Governor Gavin Newsom has vetoed SB 1047, the groundbreaking AI safety bill that passed the California legislature. Newsom gave a disingenuous explanation (which no one on either side of the debate took seriously), that he vetoed the bill only because it didn’t go far enough (!!) […]

The International Olympiad in Injustice
26 Sept 2024 | original ↗

Today is the day I became radicalized in my Jewish and Zionist identities. Uhhh, you thought that had already happened? Like maybe in the aftermath of October 7, or well before then? Hahahaha no. You haven’t seen nothin’ yet. See, a couple days ago, I was consoling myself on Facebook that, even as the arts […]

Quantum Computing: Between Hope and Hype
22 Sept 2024 | original ↗

So, back in June the White House announced that UCLA would host a binational US/India workshop, for national security officials from both countries to learn about the current status of quantum computing and post-quantum cryptography. It fell to me my friend and colleague Rafail Ostrovsky to organize the workshop, which ended up being held last […]

AI transcript of my AI podcast
22 Sept 2024 | original ↗

In the comments of my last post—on a podcast conversation between me and Dan Fagella—I asked whether readers wanted me to use AI to prepare a clean written transcript of the conversation, and several people said yes. I’ve finally gotten around to doing that, using GPT-4o. The main thing I learned from the experience is […]

My podcast with Dan Faggella
15 Sept 2024 | original ↗

Dan Faggella recorded an unusual podcast with me that’s now online. He introduces me as a “quantum physicist,” which is something that I never call myself (I’m a theoretical computer scientist) but have sort of given up on not being called by others. But the ensuing 85-minute conversation has virtually nothing to do with physics, […]

Quantum fault-tolerance milestones dropping like atoms
10 Sept 2024 | original ↗

Between roughly 2001 and 2018, I’ve happy to have done some nice things in quantum computing theory, from the quantum lower bound for the collision problem to the invention of shadow tomography.  I hope that’s not the end of it.  QC research brought me about as much pleasure as anything in life did.  So I […]

In Support of SB 1047
4 Sept 2024 | original ↗

I’ve finished my two-year leave at OpenAI, and returned to being just a normal (normal?) professor, quantum complexity theorist, and blogger. Despite the huge drama at OpenAI that coincided with my time there, including the departures of most of the people I worked with, I’m incredibly grateful to OpenAI for giving me an opportunity to […]

Book Review: “2040” by Pedro Domingos
1 Sept 2024 | original ↗

Pedro Domingos is a computer scientist at the University of Washington.  I’ve known him for years as a guy who’d confidently explain to me why I was wrong about everything from physics to CS to politics … but then, for some reason, ask to meet with me again.  Over the past 6 or 7 years, […]

“The Right Side of History”
16 Aug 2024 | original ↗

This morning I was pondering one of the anti-Israel protesters’ favorite phrases—I promise, out of broad philosophical curiosity rather than just parochial concern for my extended family’s survival. “We’re on the right side of history. Don’t put yourself on the wrong side by opposing us.” Why do the protesters believe they shouldn’t face legal or...

My Reading Burden
14 Aug 2024 | original ↗

Want some honesty about how I (mis)spend my time? These days, my daily routine includes reading all of the following: Many of these materials contain lists of links to other articles, or tweet threads, some of which then take me hours to read in themselves. This is not counting podcasts or movies or TV shows. […]

My pontificatiest AI podcast ever!
11 Aug 2024 | original ↗

Back in May, I had the honor (nay, honour) to speak at HowTheLightGetsIn, an ideas festival held annually in Hay-on-Wye on the English/Welsh border. It was my first time in that part of the UK, and I loved it. There was an immense amount of mud due to rain on the festival ground, and many […]

My “Never-Trump From Here to Eternity” FAQ
31 Jul 2024 | original ↗

Q1: Who will you be voting for in November? A: Kamala Harris (and mainstream Democrats all down the ballot), of course. Q2: Of course? A: If the alternative is Trump, I would’ve voted for Biden’s rotting corpse. Or for Hunter Biden. Or for… Q3: Why can’t you see this is just your Trump Derangement Syndrome […]

New comment policy
15 Jul 2024 | original ↗

Update (July 24): Remember the quest that Adam Yedidia and I started in 2016, to find the smallest n such that the value of the nth Busy Beaver number can be proven independent of the axioms of ZF set theory? We managed to show that BB(8000) was independent. This was later improved to BB(745) by […]

My Prayer
14 Jul 2024 | original ↗

It is the duty of good people, always and everywhere, to condemn, reject, and disavow the use of political violence. Even or especially when evildoers would celebrate the use of political violence against us. It is our duty always to tell the truth, always to play by the rules — even when evil triumphs by […]

Quantum developments!
12 Jul 2024 | original ↗

Perhaps like the poor current President of the United States, I can feel myself fading, my memory and verbal facility and attention to detail failing me, even while there’s so much left to do to battle the nonsense in the world. I started my career on an accelerated schedule—going to college at 15, finishing my […]

The Zombie Misconception of Theoretical Computer Science
8 Jul 2024 | original ↗

In Michael Sipser’s Introduction to the Theory of Computation textbook, he has one Platonically perfect homework exercise, so perfect that I can reconstruct it from memory despite not having opened the book for over a decade. It goes like this: The correct answer is that yes, f is computable. Why? Because the constant 1 function […]

BusyBeaver(5) is now known to be 47,176,870
2 Jul 2024 | original ↗

The news these days feels apocalyptic to me—as if we’re living through, if not the last days of humanity, then surely the last days of liberal democracy on earth. All the more reason to ignore all of that, then, and blog instead about the notorious Busy Beaver function! Because holy moly, what news have I […]

“Never A Better Time to Visit”: Our Post-October-7 Trip to Israel
27 Jun 2024 | original ↗

Dana, the kids, and I got back to the US last week after a month spent in England and then Israel. We decided to visit Israel because … uhh, we heard there’s never been a better time. We normally go every year to visit Dana’s family and our many friends there, and to give talks. […]

Luca Trevisan (1971-2024)
19 Jun 2024 | original ↗

(See here for Boaz Barak’s obituary, and here for Lance Fortnow’s—they cover different aspects of Luca’s legacy from each other and from this post. Also, click here to register for a free online TCS4All talk that Luca was scheduled to give, and that will now be given in his memory, this Monday at 3:30pm Eastern […]

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