In the week since a Chinese AI model called DeepSeek became a household name, a dizzying number of narratives have gained steam, with varying degrees of accuracy [...] perhaps most notably, that DeepSeek’s new, more efficient approach means AI might not need to guzzle the massive amounts of energy that it currently does.

The latter notion is misleading, and new numbers shared with MIT Technology Review help show why. These early figures—based on the performance of one of DeepSeek’s smaller models on a small number of prompts—suggest it could be more energy intensive when generating responses than the equivalent-size model from Meta. The issue might be that the energy it saves in training is offset by its more intensive techniques for answering questions, and by the long answers they produce.

Add the fact that other tech firms, inspired by DeepSeek’s approach, may now start building their own similar low-cost reasoning models, and the outlook for energy consumption is already looking a lot less rosy.

In the spirit of our earlier "happy computer memories" thread, I'll open one for happy book memories. What's a book you read that occupies a warm-and-fuzzy spot in your memory? What book calls you back to the first time you read it, the way the smell of a bakery brings back a conversation with a friend?

As a child, I was into mystery stories and Ancient Egypt both (not to mention dinosaurs and deep-sea animals and...). So, for a gift one year I got an omnibus set of the first three Amelia Peabody novels. Then I read the rest of the series, and then new ones kept coming out. I was off at science camp one summer when He Shall Thunder in the Sky hit the bookstores. I don't think I knew of it in advance, but I snapped it up and read it in one long summer afternoon with a bottle of soda and a bag of cookies.

Need to let loose a primal scream without collecting footnotes first? Have a sneer percolating in your system but not enough time/energy to make a whole post about it? Go forth and be mid: Welcome to the Stubsack, your first port of call for learning fresh Awful you’ll near-instantly regret.

Any awful.systems sub may be subsneered in this subthread, techtakes or no.

If your sneer seems higher quality than you thought, feel free to cut’n’paste it into its own post — there’s no quota for posting and the bar really isn’t that high.

The post Xitter web has spawned soo many “esoteric” right wing freaks, but there’s no appropriate sneer-space for them. I’m talking redscare-ish, reality challenged “culture critics” who write about everything but understand nothing. I’m talking about reply-guys who make the same 6 tweets about the same 3 subjects. They’re inescapable at this point, yet I don’t see them mocked (as much as they should be)

Like, there was one dude a while back who insisted that women couldn’t be surgeons because they didn’t believe in the moon or in stars? I think each and every one of these guys is uniquely fucked up and if I can’t escape them, I would love to sneer at them.

(Semi-obligatory thanks to @dgerard for starting this.)

Need to let loose a primal scream without collecting footnotes first? Have a sneer percolating in your system but not enough time/energy to make a whole post about it? Go forth and be mid: Welcome to the Stubsack, your first port of call for learning fresh Awful you’ll near-instantly regret.

Any awful.systems sub may be subsneered in this subthread, techtakes or no.

If your sneer seems higher quality than you thought, feel free to cut’n’paste it into its own post — there’s no quota for posting and the bar really isn’t that high.

The post Xitter web has spawned soo many “esoteric” right wing freaks, but there’s no appropriate sneer-space for them. I’m talking redscare-ish, reality challenged “culture critics” who write about everything but understand nothing. I’m talking about reply-guys who make the same 6 tweets about the same 3 subjects. They’re inescapable at this point, yet I don’t see them mocked (as much as they should be)

Like, there was one dude a while back who insisted that women couldn’t be surgeons because they didn’t believe in the moon or in stars? I think each and every one of these guys is uniquely fucked up and if I can’t escape them, I would love to sneer at them.

(Semi-obligatory thanks to @dgerard for starting this.)

Need to let loose a primal scream without collecting footnotes first? Have a sneer percolating in your system but not enough time/energy to make a whole post about it? Go forth and be mid: Welcome to the Stubsack, your first port of call for learning fresh Awful you’ll near-instantly regret.

Any awful.systems sub may be subsneered in this subthread, techtakes or no.

If your sneer seems higher quality than you thought, feel free to cut’n’paste it into its own post — there’s no quota for posting and the bar really isn’t that high.

The post Xitter web has spawned soo many “esoteric” right wing freaks, but there’s no appropriate sneer-space for them. I’m talking redscare-ish, reality challenged “culture critics” who write about everything but understand nothing. I’m talking about reply-guys who make the same 6 tweets about the same 3 subjects. They’re inescapable at this point, yet I don’t see them mocked (as much as they should be)

Like, there was one dude a while back who insisted that women couldn’t be surgeons because they didn’t believe in the moon or in stars? I think each and every one of these guys is uniquely fucked up and if I can’t escape them, I would love to sneer at them.

(Semi-obligatory thanks to @dgerard for starting this.)

Kate Knibbs reports in Wired magazine:

Against the company’s wishes, a court unredacted information alleging that Meta used Library Genesis (LibGen), a notorious so-called shadow library of pirated books that originated in Russia, to help train its generative AI language models. [...] In his order, Chhabria referenced an internal quote from a Meta employee, included in the documents, in which they speculated, “If there is media coverage suggesting we have used a dataset we know to be pirated, such as LibGen, this may undermine our negotiating position with regulators on these issues.” [...] These newly unredacted documents reveal exchanges between Meta employees unearthed in the discovery process, like a Meta engineer telling a colleague that they hesitated to access LibGen data because “torrenting from a [Meta-owned] corporate laptop doesn’t feel right 😃”. They also allege that internal discussions about using LibGen data were escalated to Meta CEO Mark Zuckerberg (referred to as "MZ" in the memo handed over during discovery) and that Meta's AI team was "approved to use" the pirated material.

Retraction Watch reports:

All but one member of the editorial board of the Journal of Human Evolution (JHE), an Elsevier title, have resigned, saying the “sustained actions of Elsevier are fundamentally incompatible with the ethos of the journal and preclude maintaining the quality and integrity fundamental to JHE’s success.”

The resignation statement reads in part,

In fall of 2023, for example, without consulting or informing the editors, Elsevier initiated the use of AI during production, creating article proofs devoid of capitalization of all proper nouns (e.g., formally recognized epochs, site names, countries, cities, genera, etc.) as well italics for genera and species. These AI changes reversed the accepted versions of papers that had already been properly formatted by the handling editors.

(Via Pharyngula.)

Related:

• Elsevier keeps publishing articles written by spicy autocomplete

The UCLA news office boasts, "Comparative lit class will be first in Humanities Division to use UCLA-developed AI system".

The logic the professor gives completely baffles me:

"Normally, I would spend lectures contextualizing the material and using visuals to demonstrate the content. But now all of that is in the textbook we generated, and I can actually work with students to read the primary sources and walk them through what it means to analyze and think critically."

I'm trying to parse that. Really and truly I am. But it just sounds like this: "Normally, I would [do work]. But now, I can actually [do the same work]."

I mean, was this person somehow teaching comparative literature in a way that didn't involve reading the primary sources and, I'unno, comparing them?

The sales talk in the news release is really going all in selling that undercoat.

Now that her teaching materials are organized into a coherent text, another instructor could lead the course during the quarters when Stahuljak isn’t teaching — and offer students a very similar experience. And with AI-generated lesson plans and writing exercises for TAs, students in each discussion section can be assured they’re receiving comparable instruction to those in other sections.

Back in my day, we called that "having a book" and "writing a lesson plan".

Yeah, going from lecture notes and slides to something shaped like a book is hard. I know because I've fuckin' done it. And because I put in the work, I got the benefit of improving my own understanding by refining my presentation. As the old saying goes, "Want to learn a subject? Teach it." Moreover, doing the work means that I can take a little pride in the result. Serving slop is the cafeteria's job.

(Hat tip.)

So, after the Routledge thing, I got to wondering. I've had experience with a few noble projects that fizzled for lacking a clear goal, or at least a clear breathing point where we could say, "Having done this, we're in a good place. Stage One complete." And a project driven by volunteer idealism — the usual mix of spite and whimsy — can splutter out if it requires more than one person to be making it a high/top priority. If half a dozen people all like the idea but each of them ranks it 5th or 6th among things to do, academic life will ensure that it never gets done.

With all that in mind, here is where my thinking went. I provisionally tagged the idea "Harmonice Mundi Books", because Kepler writing about the harmony of the world at the outbreak of the Thirty Years' War is particularly resonant to me. It would be a micro-publisher with the tagline "By scholars, for scholars; by humans, for humans."

The Stage One goal would be six books. At least one would be by a "big name" (e.g., someone with a Wikipedia article that they didn't write themselves). At least one would be suitable for undergraduates: a supplemental text for a standard course, or even a drop-in replacement for one of those books that's so famous it's known by the author's last name. The idea is to be both reputable and useful in a readily apparent way.

Why six books? I want the authors to get paid, and I looked at the standard flat fee that a major publisher paid me for a monograph. Multiplying a figure in that range by 6 is a budget that I can imagine cobbling together. Not to make any binding promises here, but I think that authors should also get a chunk of the proceeds (printing will likely be on demand), which would be a deal that I didn't get for my monograph.

Possible entries in the Harmonice Mundi series:

• anything you were going to send to a publisher that has since made a deal with the LLM devil

• doctoral theses

• lecture notes (I find these often fall short of being full-fledged textbooks, chiefly by lacking exercises, but perhaps a stipend is motivation to go the extra km)

• collections of existing long-form online writing, like the science blogs of yore

• text versions of video essays — zany, perhaps, but the intense essayists already have manual subtitles, so maybe one would be willing to take the next, highly experimental step

Skills necessary for this project to take off:

• subject-matter editor(s) — making the call about what books to accept, in the case we end up with the problem we'd like to have, i.e., too many books; and supervising the revision of drafts

• production editing — everything from the final spellcheck to a print-ready PDF

• website person — the site could practically be static, but some kind of storefront integration would be necessary (and, e.g., rigging the server to provide LLM scrapers with garbled material would be pleasingly Puckish)

• visuals — logo, website design, book covers, etc. We could have all the cover art be pictures of flowers that I have taken around town, but we probably shouldn't.

• publicity — getting authors to hear about us, and getting our books into libraries and in front of reviewers

Anyway, I have just barely started looking into all the various pieces here. An unknown but probably large amount of volunteer enthusiasm will be needed to get the ball rolling. And cultures will have to be juggled. I know that there are some tasks I am willing to do pro bono because they are part of advancing the scientific community, I am already getting a salary and nobody else is profiting. I suspect that other academics have made similar mental calculations (e.g., about which journals to peer review for). But I am not going to go around asking creative folks to work "for exposure".

Need to let loose a primal scream without collecting footnotes first? Have a sneer percolating in your system but not enough time/energy to make a whole post about it? Go forth and be mid: Welcome to the Stubsack, your first port of call for learning fresh Awful you’ll near-instantly regret.

Any awful.systems sub may be subsneered in this subthread, techtakes or no.

If your sneer seems higher quality than you thought, feel free to cut’n’paste it into its own post — there’s no quota for posting and the bar really isn’t that high.

The post Xitter web has spawned soo many “esoteric” right wing freaks, but there’s no appropriate sneer-space for them. I’m talking redscare-ish, reality challenged “culture critics” who write about everything but understand nothing. I’m talking about reply-guys who make the same 6 tweets about the same 3 subjects. They’re inescapable at this point, yet I don’t see them mocked (as much as they should be)

Like, there was one dude a while back who insisted that women couldn’t be surgeons because they didn’t believe in the moon or in stars? I think each and every one of these guys is uniquely fucked up and if I can’t escape them, I would love to sneer at them.

Last week's thread

(Semi-obligatory thanks to @dgerard for starting this)

Need to let loose a primal scream without collecting footnotes first? Have a sneer percolating in your system but not enough time/energy to make a whole post about it? Go forth and be mid: Welcome to the Stubsack, your first port of call for learning fresh Awful you’ll near-instantly regret.

Any awful.systems sub may be subsneered in this subthread, techtakes or no.

If your sneer seems higher quality than you thought, feel free to cut’n’paste it into its own post — there’s no quota for posting and the bar really isn’t that high.

The post Xitter web has spawned soo many “esoteric” right wing freaks, but there’s no appropriate sneer-space for them. I’m talking redscare-ish, reality challenged “culture critics” who write about everything but understand nothing. I’m talking about reply-guys who make the same 6 tweets about the same 3 subjects. They’re inescapable at this point, yet I don’t see them mocked (as much as they should be)

Like, there was one dude a while back who insisted that women couldn’t be surgeons because they didn’t believe in the moon or in stars? I think each and every one of these guys is uniquely fucked up and if I can’t escape them, I would love to sneer at them.

Last week's thread

(Semi-obligatory thanks to @dgerard for starting this)

Need to let loose a primal scream without collecting footnotes first? Have a sneer percolating in your system but not enough time/energy to make a whole post about it? Go forth and be mid: Welcome to the Stubsack, your first port of call for learning fresh Awful you’ll near-instantly regret.

Any awful.systems sub may be subsneered in this subthread, techtakes or no.

If your sneer seems higher quality than you thought, feel free to cut’n’paste it into its own post — there’s no quota for posting and the bar really isn’t that high.

The post Xitter web has spawned soo many “esoteric” right wing freaks, but there’s no appropriate sneer-space for them. I’m talking redscare-ish, reality challenged “culture critics” who write about everything but understand nothing. I’m talking about reply-guys who make the same 6 tweets about the same 3 subjects. They’re inescapable at this point, yet I don’t see them mocked (as much as they should be)

Like, there was one dude a while back who insisted that women couldn’t be surgeons because they didn’t believe in the moon or in stars? I think each and every one of these guys is uniquely fucked up and if I can’t escape them, I would love to sneer at them.

Last week's thread

(Semi-obligatory thanks to @dgerard for starting this)