The moral panic over AI

A number of journals appear to have frothed themselves into a moral panic over AI. There is certainly a lot of AI-generated crap appearing in multiple places, and the arXiv moderators are no doubt playing whack-a-mole trying to keep it down. On the other hand, other aspects of the profession continue on, unchanged.

I submitted a paper in January 2025 to TAMS. A number of my papers are long and technical, and I am not surprised that they take a long time to review. This paper, however, is both short and elementary. So it was somewhat surprising to me that it took over 16 months to receive a referee report. Out of curiosity, I also asked ChatGPT to produce a referee report. That took 30 minutes, and produced a far more substantial report than the one I had received. In addition to all of the more or less cosmetic issues addressed by the (presumably) human referee, ChatGPT also found non-trivial mathematical points that required addressing.

The most interesting correction, in my mind, was the following. At one point, we considered a lattice \(\Phi\) of rank \(d\) and chose successive minimal vectors \(\mathbf{v}_1, \ldots, \mathbf{v}_d\); that is, \(\mathbf{v}_1\) is a nonzero vector of shortest length, \(\mathbf{v}_2\) is a vector of shortest length not in the span of \(\mathbf{v}_1\), and so on. Then something happened in the paper which could be taken straight out of Serre’s talk on how “not to do mathematics”. Specifically, at some point it was assumed that these vectors generated the lattice \(\Phi\), but this was never stated. Instead; a claim was subsequently made that depended on this fact implicitly. The great thing about never mentioning something that you use is that you don’t have to prove it either, and in this case, when you are forced to actually think about it, it is easy to see that it is false! For example, \(\Phi\) could be the lattice \(\mathbf{Z}^n\) together with the vector \((1/2,1/2,\ldots,1/2)\). Such arguments are exactly a good way to slip something past a reviewer. To compound the issue, this was part of a section giving an alternate argument and was not used elsewhere in the paper. So the referee completely missed it, but ChatGPT did not.

As far as I understand the policy of TAMS, it would have been against the rules for the reviewer even to ask ChatGPT to look at the paper, let alone ask it to generate the report. But at least in this case — and I do stress this particular case — it would have been not only more time efficient by a factor of over 20,000, but also much more accurate and precise. I believe that literally the only comment made by the referee that was not made by ChatGPT was the recommendation to use the construction: Let \(k\) be an integer satisfying \((k,n)=1\) over the alternate Let \((k,n)=1\) be an integer.

There are many things in our profession which work quite well, and which AI threatens to make, if it hasn’t already, significantly worse. But there are many things in mathematics that are clearly broken as well. We should at the very least take the changes that will be forced on our profession by AI as a chance to finally address some of these lingering issues, many of which relate to what we publish and how we publish it, head on.

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arXiv endorsement requests

With the arXiv’s new policies for posting, I am now getting inundated with requests from cranks for endorsements. Here is my suggestion for the arXiv: when someone requests an endorsement, there should be an option (rather than ignoring the email) of giving a negative endorsement, i.e. “here is a crank, please keep this person away from the arXiv”. That is certainly my reaction 100% of the time whenever I have received such a request. Perhaps even better, don’t allow anyone without an .edu account to post to the arXiv at all.

While we are making requests on the arXiv, perhaps the most useful one would be the ability to click on someone’s name and go to a list of their papers. Simply loading a search for “lastname, first initial” is close to useless when it comes to common Chinese surnames; it’s a strange choice of default setting.

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Dick Gross

Here are some memories about Dick Gross, who sadly just passed away very recently.

Nothing was quite as reassuring as having Dick Gross in your audience. Inevitably, when your talk was done, he would both compliment you on it and have something very interesting mathematical to say. The last time this happened to me was at the Tate 100 conference in March. Dick was a student of Tate, and although he wasn’t able to come in person, he gave some prerecorded reminiscences. (Many of the very nice things Dick says about Tate can also be said about Dick.) But after my own talk (broadcast on Zoom), I still got an email from Dick titled “great talk,” which led to an interesting conversation between the relationship between Serre’s Conjecture and Artin’s Conjecture, as well as some analogs of these questions for \(\mathrm{GSp}_4\). I’m guessing I am not the only speaker at that conference to get such an email!

It’s hard to know where to start. Dick was a great mathematician — his collaboration with Don produced surely one of the greatest theorems in modern number theory (and many more great theorems besides; the paper on difference of singular moduli, for example). He was a great expositor — his Duke paper is a masterly exposition of quite a lot of the arithmetic theory of modular forms (and also a wonderful theorem). He was a great mathematician to chat with at afternoon tea or in the corridor, when you could learn all sorts of clever ideas that weren’t written down anywhere else. He was a pioneer in the arithmetic theory of automorphic forms on higher ranked groups. As Dick himself used to say, you start with \(\mathrm{GL}_2\), then remove the \(\mathrm{L}\), and then the \(2\).

In contrast, the first time I interacted with Dick, a little shy of 25 years ago, he was at the beginning of a second career beyond mathematics in administration, having become math department chair before his tenure as Dean. It was his job to let me know that the department was offering me a BP position. One line from that email was as follows:

For now, let me say how delighted I would be if you would join us next year, as a colleague.

This certainly made me feel pretty good at the time, and it is a line I have come back to and reused myself as a junior hiring chair. (Another line in that email, “I hear you are now an uncle. Behave accordingly”, is less versatile.) More generally, Dick was charming in the best possible way — combining not only the polish that this word suggests, but with an underlying spirit of someone who was attentive, personable, and conscientiously kind.

My interactions with Dick at Harvard mostly continued through his capacity as chair. At one point, I realized that I had been slightly overpaid (I was getting a mix of money both from Harvard and from AIM). His remark at the time, which I can only paraphrase due to the passage of time — said entirely deadpan — was something like, “I have two pieces of advice in life: avoid paying your taxes as much as possible, and don’t tell anyone if you are overpaid.”

There was only one moment where I saw him anywhere approaching being exasperated (though presumably that must have happened quite often as Dean). DeBacker and I had been put in charge of the colloquium committee. The speakers had already been invited by the time it started, so the main task was simply organizing the dinners for the speakers. This was all done by DeBacker, who paid for everything himself and was later reimbursed. On one occasion, Richard Borcherds gave the colloquium, and we ended up going to a quite fancy restaurant (Harvest) in Harvard Square. I don’t think a single senior faculty member came, but lots of graduate students did. We were, I think, quite liberal with the purchase of some nice bottles of Chablis. As you can imagine, the price of the dinner (fully paid by the department) was on the higher side, and at some point it must have gone to Dick’s desk to be approved. I believe Dick’s remark to Stephen was along the lines of, “I don’t want to hear the words ‘colloquium dinner,’ ‘graduate students,’ and ‘$2000’ in the same sentence ever again.”

My best mathematical interactions with Dick mostly came through casual conversations and emails (or even comments on this blog!). I did once answer an actual mathematical question raised by Dick in a joint Inventiones paper with Lubin from 1986. They asked whether a certain Hecke algebra of level \(\Gamma_0(p^2)\) localized at an Eisenstein ideal above \(p\) was always a discrete valuation ring, and I found this could be answered in the positive using ideas of Chenevier and Bellaiche.

Of course, that particular question and answer are no more than mathematical ephemera. But Dick’s legacy — as a mathematician and as a person — will live on.

More from other sources:
An article on Dick in Celebratio Mathematica
Faculty Spotlight Harvard Interview

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Arbeitsgemeinschaft 2026

The April 2026 Oberwolfach Arbeitsgemeinschaft will be on Arithmetic Holonomy Bounds and Applications to Irrationality, and in particular will discuss some of the results of this paper.

For those who don’t know, the Arbeitsgemeinschaft (“study group”) is different from usual Oberwolfach workshops (or workshops more generally) — the idea is that the participants learn the material and then teach it to each other. I have never actually been to one, or rather I almost did but it was first cancelled due to Covid and then went online due to Covid. That workshop asked a lot of participants in terms of background which made it particularly tough to be online rather than in the Black Forest. Hence I’m not sure that I can describe what a usual Arbeitsgemeinschaft is like any better than reproducing the official blurb here:

The Arbeitsgemeinschaften mainly address to non-specialists who want to broaden their outlook on mathematics and to junior researchers who wish to enter a field for future research. Experts are also welcome. The idea is “learning by doing” – similar to the Seminaire Bourbaki. Participants have to volunteer for one of the lectures described in the program of the Arbeitsgemeinschaft. After the deadline for application the organizers choose the actual speakers to give them enough time to understand the subject and to prepare for their lectures.

If you are interested in learning this material, please consider applying! A number of people seemed keen on knowing the details of our paper up until the point they learnt it was 220 pages long. But I truly think that many of the ideas can be broken down into bite size chunks which I think makes this topic ideally suited to the intended format. The background for the lectures doesn’t involve much beyond the complex theory of modular forms as well as some complex analysis. To see what we have in mind, you can click here to see an outline of how we have conceived the breakdown of lectures might be. When you apply, you can choose which lecture you (might be) prepared to give, assuming you are given enough advanced warning! All the links you might need (for applying and other information) can be found here:

2026 Arbeitsgemeinschaft: Arithmetic Holonomy Bounds and Applications to Irrationality

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En Passant: Mailbox and Tate 100

I lost the key to my office mailbox about a year ago (probably more), and just had it replaced. So today I got to enjoy the bounty of new mail, which consists of:

  • A request from the AMS for money, dated Sep 14, 2024,
  • A seasons greetings card from the dean of the college, year unknown,
  • A brochure from Nasco education selling math toys,
  • A poster for the 2025 Arizona Winter Schoo, dated Sep 25, 2024,
  • The Fall 2024 University of Chicago library magazine,
  • The Fall 2024 Berkeley Mathematics magazine.

I might make another visit in another year! Leafing through these, I see that Martin Olsson is asking me for money, but also that Alex Paulin was voted the best professor at Berkeley for the second year in a row by the Daily Cal:

I actually really liked the answer to the question about his motivations, which resonated with me.

Recently there was a conference to celebrate the legacy of John Tate (who would have turned 100 this year). I was only able to slip in and out of Cambridge for the day to give my talk (with the one evening I was there fortuitously coinciding with the banquet), but I was also very happy that the entire conference was live streamed on video. For those of us who limit our travel, it’s really nice to be able to follow along. As with Alex, I care about doing a good job when giving a talk, although I suspect I am not quite as successful. You can watch my talk here, which is ostensibly about my recent work with Boxer, Gee, and Pilloni, but perhaps with fewer details than any of them would give in such a talk.

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It wasn’t me!

I have a gentleman’s bet with another number theorist that I will be able to write a nonsense paper and get it published in respectable journal. To be honest, I barely have enough time to write actual papers let alone a nonsense paper, but it has crossed my mind from time to time.

The respective mathematician recently inquired as to whether I was the author of a certain preprint, presumably written in an attempt to collect on our bet; I just want to say that it wasn’t me! First of all, I wouldn’t try to claim a major conjecture, the aim would be to write a paper that zero people actually read (including the referee). My impression from a quick browse is that the preprint in question is AI generated nonsense. Apart from the irritation of having AI generated nonsense on the arXiv, it is not very interesting, and so I won’t say too much more about it.

It actually points to something about AI and mathematics that sticks out to me like a sore thumb whenever I try it out. Namely, AI does a remarkably good job of phrasing things with the full confidence of someone who knows what they are talking about, even when (which is mostly the case) they are saying utter nonsense. In other words, it does a great job of capturing the tone but not any of the actual structure of mathematical discourse. I hope that, at least, is something that will change as AI improves! Maybe also that’s why this fake paper is annoying; as a community, we give each other the benefit of the doubt that we are trying our best both to give correct proofs and honest exposition. That makes it especially annoying when someone deliberately tries to exploit or undermine that generosity. When the work generated by AI remains this obviously stupid it is less of a problem. But if AI improves AND people try to use it maliciously to publish fake proofs, that could potentially be a problem.

Posted in Mathematics, Rant | Tagged , , | 1 Comment

A new blog

For various hosting reasons, I have moved my old blog back to galoisrepresentations.org rather than galoisrepresentations.com. The forwarding link will die at some point so please update your links accordingly! Hopefully the previous content is still operational but let me know if you see anything broken.

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The Poincaré homology sphere

This illusion (from the Chicago museum of illusions, and duplicated, I believe, in other similar museums in other cities) “almost” appears to give a tiling of \(\mathbf{R}^3\) by regular dodecahedra, which for a number of reasons is not possible. (It also looks remarkably like knot not.) Moving one’s point of view slightly, one can observe that the interior faces don’t quite match up. But can this be remedied with curved mirrors? That is, is there a way to shape these mirrors so that one can is looking inside the Poincaré dodecahedral space?

Posted in Art, Mathematics, Travel | Tagged , , , , | 2 Comments

It’s not a Lemma, it’s a Proposition!

Congratulations to Ken for winning the the Steele prize.

I first met Ken on the Hearst mining circle. It was September of 1997, during the time I was applying for graduate schools. I was visiting Danny on the way to Bonn, and it was the one US university I visited. Coincidentally, to within a few months, Ken was the same age then as I am now. That’s actually somewhat reassuring, since it seems like a lifetime ago and Ken still seems pretty sprightly today.

Continuing with this theme, I guess 1976 in today’s currency would be 2003. For another perspective, 1976 is about half way between now and the end of class field theory (the Artin reciprocity law). Ribet’s argument (already quite short) can be made even shorter once one proves the theorem that Galois representations associated to ordinary modular forms are ordinary (and crystalline) as representations of the Galois group of \(\mathbf{Q}_p\). But this is the Lemma that launched a thousand theorems in Iwasawa theory. Or, to double down on my chiliad metaphors, a Lemma is worth a thousand theorems. A well-deserved award!

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“Fields of definition”

Can you help settle a disagreement? This is a debate about notation I am having with a colleague; I will try to present it without prejudice (and probably fail).

Let \(G\) be a group, and let \(V\) be a finite dimensional complex irreducible representation of \(G\). Suppose that the traces of \(G\) actually lie inside a number field \(K\). The field \(K\) may well be much smaller than \(\mathbf{C}\). For example, if \(G\) is a finite group, then \(K\) will be a number field. But it is not always the case that the representation itself is conjugate to a representation over the field \(K\) itself. The smallest example is the quaternion group \(Q_8\) of order \(8\) and its \(2\)-dimensional irreducible representation \(V\). This has traces in \(\mathbf{Q}\), but \(Q_8\) is not a subgroup of \(\mathrm{GL}_2(\mathbf{Q})\).

Now consider:

Definition: A field of definition of \(V\) is an extension \(L/K\) inside \(\mathbf{C}\) so that the representation can be realized over \(L\).

Returning to the example of \(Q_8\), basic representation theory tells us that the fields of definition are controlled by the corresponding quaternion algebra \(B/\mathbf{Q}\); in this case, \(B\) is Hamilton’s quaternion algebra over \(\mathbf{Q}\) which is ramified only at \(2\) and \(\infty\) and has Hilbert symbol \((-1,-1)\). So we very much understand what the fields of definition are in this case by global class field theory. More generally, for any irreducible representation of a finite group, we obtain a corresponding division algebra over the trace field \(K\) which controls the fields of definition.

One context in which to view this definition is with respect to the pair of expressions “fields of definition” and “fields of moduli”. Let’s consider some class of objects \(X\), for example (for concreteness) an algebraic variety defined over the algebraic closure of \(K\). Given \(X\), the term “field of moduli” usually refers to the smallest field \(L\) such that there exists an automorphism \(\psi_{\sigma}: X^{\sigma} \simeq X\) for every \(\sigma \in \mathrm{Gal}(\overline{K}/L)\), whereas the “field of definition” is a field \(L\) so that \(X\) has a model over \(L\). The reason that a field of moduli is not always a field of definition is that the \(\psi_{\sigma}\) do not always give compatible descent data because \(X\) may have extra automorphisms. This typically arises when one considers points on moduli spaces which are not representable as schemes but only exist as stacks, the canonical example being the moduli space of elliptic curves and more generally the moduli space of principally polarized abelian varieties. In the first case, because of the \(j\) invariant, the field of moduli is always field of definition, but in the second case this does not always happen.

Returning to the case of representations of \(G\), one can of consider the the moduli space \(\mathcal{M}_{G,n}\) of \(n\)-dimensional representations up to isomorphism. (One usually thinks about as some sort of GIT quotient which makes it a variety but perhaps it’s better to think about the moduli problem more directly, which will not in general be representable). The field of moduli in this case is just the trace field, and the fields of definition are the fields where one can realize the representation.

An objection:

Let us suppose that \(\Gamma \subset \mathrm{PSL}_2(\mathbf{R})\) is a Fuchsian group. More precisely, suppose concretely that \(\Gamma\) is a cocompact triangle group

\(\Gamma = \langle x,y,z | x^p, y^q, (xy)^r \rangle\)

where \(1/p+1/q+1/r<1\). For rigidity reasons, the representation \(\Gamma\) has traces in a number field \(K \hookrightarrow \mathbf{R}\) which one can write down explicitly. So now one might ask for what extensions \(L/K\) the group \(\Gamma\) is conjugate to a subgroup of \(\mathrm{PSL}_2(L)\). What is wrong with calling these fields of definition?

One objection is as follows. For these triangle groups, the quotient spaces \(\mathbf{H}/\Gamma\) and their covers are projective curves (sometimes with orbifold points). By rigidity, they can now as curves be defined over number fields (See, for example, this paper.) But now one might worry there is a possible conflict of notation when saying “fields of definition” in this setting between the “fields of definition of the curves” and the “fields of definition of the representation.” Adding to the confusion is that these fields will not be the same thing.

So now the basic question is whether one should avoid using “fields of definition” for representations (in this precise setting of triangle groups) precisely because of the possible confusion with the (standard use of) “fields of definition” of the corresponding curves?

Out of three people so far (which includes me) there is one person who thinks there is no problem, one person who has an objection, and a third who seems a little ambivalent. So I thought I might try to resolve it in the public square!

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