Photo via Astral Codex Ten

Links For October 2026

Read the original at Astral Codex Ten ↗
Cite

Alexander, S. (2026, October 29). Links For October 2026. Astral Codex Ten. https://www.astralcodexten.com/p/links-for-october-2026

Dated from the outlet's own feed. Check the original for its byline.

Astral Codex Ten · collected 2026-10-29 · by Scott Alexander commentary

Quick Summary

This article compiles links to various online content, including historical facts about Jeremy Bentham’s utilitarian cookbook and commentary on AI-generated art inspired by Hieronymus Bosch. It also discusses advancements in AI translation for poetry and references an essay arguing that American suburbs are better than commonly perceived. Each link is introduced with brief context or questions posed to the reader for engagement, such as interpreting a chemistry paper's unusual wording or evaluating AI’s capability in translating poetry into rhyming pentameter.
Written by AI on 2026-10-31, from this article's own text only (the story summary below draws on all the coverage).

AI analysis

Story summary

As of October 29, 2026, Scott Alexander published his monthly links post titled "Links For October 2026" on Astral Codex Ten. The post includes various topics ranging from climate change to ethical considerations in utilitarian philosophy and a chemistry paper mystery. Notably, one link discusses Jeremy Bentham's utilitarian cookbook, which was intended for use at the Panopticon prison he founded. Bentham’s recipes focus on tasty meals made from inexpensive ingredients while also including meat dishes despite his stance on humane animal treatment. Alexander predicts that approximately two to three links in each post may turn out to be incorrect or misleading and corrects them as issues are reported.

Written for “Links For October 2026” on 2026-11-01, grounded in this article and the 0 other(s) covering the same event.

Story

📰 Links For October 2026
Other · 1 article(s) covering the same event.

Compared with similar articles

This article reads unscored and hedges 16% of its claims. Each row says how that neighbour differs.
Euronews
Outlet record 60/100
“The articles are unrelated and cover different topics.”
Euronews
Outlet record 60/100
“The articles are unrelated and cover different topics without describing the same specific incident.”
How this article was measured signals, leaning charts, publisher record, byline, topics and claims

Signals How these are calculated →

Claims extracted
153
sentences that state something as happening or true
Uncertain
16%
25 of 153 hedged ("reportedly", "may", "according to")
Leaning
not political
takes no side on a contested political question
Publisher signals
not measured
these signals count newsroom corrections; Commentary has none to count
Outlets on this story
1
Other
Same framing elsewhere
1
articles that frame the event the way this one does
Analyzed 2026-10-31 · how these are computed

How this is being covered How these are calculated →

Article leaning vs. publisher reliability
Source leaning vs. consistency

Publisher

Astral Codex Ten · 64 article(s) · 4 correction(s) detected
No corrections detected for this publisher. That may mean careful reporting, or simply that nothing has been checked.

Who wrote this

Scott Alexander
51 article(s) here · 1 carrying a prediction
🔮 A picaresque (broadly speaking) is about a lowlife wandering around having comical misadventures; Huckleberry Finn (1884) would be a notable American example.
2026-10-30 · assertive framing · Your Book Review: The History And Adventures Of An Atom
🔮 On average, commenters will end up spotting evidence that around two or three of the links in each links post are wrong or misleading.
2026-10-29 · assertive framing · Links For October 2026
🔮 California State Propositions Proposition 1: Authorizes $11.25 billion in bonds to build affordable housing Supporters claim it will build (or renovate) 40,000 homes; I asked an AI superforecaster1 to predict the true number, and it guessed that 22,000 would actually get built.
2026-10-28 · assertive framing · My California Ballot, 2026
🔮 I may have more of these in the upcoming week.
2026-10-19 · assertive framing · Open Thread 456
🔮 [This is one of the finalists in the 2026 book review contest, written by an ACX reader who will remain anonymous until after voting is done.
2026-10-17 · assertive framing · Your Book Review: Storm Of Steel
🔮 AI companies like Anthropic and OpenAI have long mentioned the possibility that their products could be existentially dangerous, but this has recently crescendoed into even more dire warnings, including suggestions that we have to pace the frontier, ie coordinate to slow AI progress.
2026-10-15 · assertive framing · AI Safety Is Not A Corporate Plot
🔮 [This is one of the finalists in the 2026 book review contest, written by an ACX reader who will remain anonymous until after voting is done.
2026-10-10 · assertive framing · Your Book Review: We Present Television
🔮 When I objected that maybe we should wait for you to accept before figuring out details, they all said great, that’s absolutely right, they would contact you right away.
2026-10-06 · assertive framing · An Open Letter To Steven Pinker On AI
🔮 I’m pretty busy and will try to make up for it after that changes.
2026-10-05 · assertive framing · Open Thread 454
🔮 My wife and I could make healthy embryos, but none of the transfers were sticking.
2026-10-02 · assertive framing · Our AI Midwife
Also by Scott Alexander
My California Ballot, 2026
2026-10-28 · Astral Codex Ten
Open Thread 456
2026-10-19 · Astral Codex Ten
Your Book Review: Storm Of Steel
2026-10-16 · Astral Codex Ten
Nothing else under this byline is closely related to this article, so these are simply their most recent.
All 51 articles by Scott Alexander →

Topics

ACX American British Performative Bafflement the Torment Nexus

Subjects

Claude ORG · 2× Jeremy Bentham PERSON · 2× ACX ORG · 1× American NORP · 1× Bentham PERSON · 1× British NORP · 1× Hieronymus Bosch PERSON · 1× Noah PERSON · 1× Performative Bafflement ORG · 1× the General Social Survey ORG · 1×

Narrative

My summary: If we’re against climate change because of how it will hurt poor people in developing countries, we need to take into account that giving those people standard health + development aid seems more cost-effective than most climate spending. The most promising and cost-effective strategy for fighting climate change is accelerating development of environmentally-friendly technologies until they can outcompete dirty technologies on the open market, and so far this strategy is going well (most notably solar power, but also low-carbon cement and steel, and lots of other things most people don’t hear about). In the past ten years, mostly through strategies like this, we’ve cut projected emissions by over 40% (!)
framing: assertive · carried by 1 article(s) · first seen 2026-10-31
🔮 On average, commenters will end up spotting evidence that around two or three of the links in each links post are wrong or misleading.
2026-10-31 · Astral Codex Ten
Links For October 2026 · assertive framing

Claims (153 extracted, 25 hedged)

[I haven’t independently verified each link. asserted
I → verify → link
On average, commenters will end up spotting evidence that around two or three of the links in each links post are wrong or misleading. asserted
two → end → post
I correct these as I see them, and will highlight important corrections later, but I can’t guarantee I will have caught them all by the time you read this. asserted
you → correct → this
] 1: Did you know: Jeremy Bentham wrote a utilitarian cookbook, intended for use at his Panopticon prison? asserted
Bentham → know → prison
As you might expect, his recipes describe tasty food created from very cheap ingredients. uncertain
recipes → expect → ingredients
Although Bentham was a founder of modern animal rights, he thought it was acceptable to eat humanely-raised animals; correspondingly, his cookbook includes some meat dishes - none of them sound very appetizing, but I think this is just the 18th-century British baseline rather than covert vegan activism. asserted
this → think → activism
You can see some recipes here, here, and here. asserted
You → see → recipes
If any effective altruist group houses end up throwing a Jeremy Bentham recipe-tasting party, please invite me. asserted
houses → end → me
A riddle: why does this chemistry paper mention “1 ml of the mass killing of an ethnic group”? Answer at this link (X), or here’s a repost for people without X accounts. asserted
repost → mention → accounts
I think this take on Hieronymus Bosch (h/t @mickeyxfriedman) is my favorite AI art so far, although it leans enough on the work of a human artist that it might not fully qualify (but then I would ask that it be considered as an example of how AI tools can enable human artists). uncertain
tools → think → artists
If we make it, the future is going to be beautiful: asserted
future → make → it
ACX commenter temp_name asked AI to translate Romance of the Three Kingdoms into rhyming pentameter. asserted
commenter → ask → pentameter
Their example seems to have failed, but I used a more recent model and got a version of the beginning that superficially seems impressive to me (I don’t speak Chinese). asserted
I → seem → Chinese
I haven’t heard much about AI translation yet, but it seems like a powerful use case, especially for poetry translation, where I think AI might already be superhuman (or at least better than any human who could be convinced to spend the time at it) on rendering a foreign poem into English while keeping the rhythm intact uncertain
who → hear → rhythm
- here’s the first 100 lines of the Odyssey in real heroic hexameter. asserted
lines → ’ → hexameter
Claude claims to be the only being that has ever fully appreciated Finnegans Wake (source: @anthrupad): uncertain
that → claim → Wake
The American suburbs are better than you think. asserted
you → think → ?
I agree with this, and respect Noah’s willingness to argue for this (locally) unpopular proposition. asserted
I → agree → proposition
Performative Bafflement says that actually, “marriage is a bad idea in the great majority of cases” and we shouldn’t be encouraging it. asserted
we → say → it
“[People who advocate more marriages to solve the fertility crisis] are basically advocating for creating the Torment Nexus for megafolks of people to pump out a few incremental taxpayers. asserted
megafolks → advocate → taxpayers
But the stats seem wrong. asserted
stats → seem → ?
PB says only 18% of marriages are non-miserable. asserted
% → say → marriages
He cites a survey where married couples reported whether they were “very happy”, “pretty happy”, or “not too happy”, but quietly, in the footnotes, defined a “miserable” marriage as any answer except “very happy” (so his “miserable” includes the answer “pretty happy”). asserted
miserable → cite → answer
He defends this by saying that people exaggerate to look good, so anything short of very happy is likely miserable. asserted
anything → defend → this
But first, I’m not sure his solution is fair either, and second, I think that in addition to this analysis choice, he got the data wrong - my read of his source, the General Social Survey, says that 61% of people describe their marriage as “very happy”. asserted
% → ’m → marriage
Claude caught many other mistakes of similar magnitude (I have double-checked the “not too happy” one, but haven’t confirmed the others). asserted
I → catch → others
Remember to ask an AI about any surprising article you read, or use the browser extension Common Notes so other people can do this for you. asserted
people → remember → you
There is no particular connection to Mormons or any other historically polygamous society; the current version mostly descends from a few mid-20th-century Californian cults and quasi-cults, one of which was led by “Head Wizard Oberon Zell-Ravenheart”. asserted
one → be → Ravenheart
But I am mostly linking this for its excellent subtitle: “Plus, I interview my husband about his 12 years of non-monogamy.” asserted
I → link → monogamy
9: Claim: if you prompt (an older version of) Claude with something that sounds like an internal Anthropic email, it goes into token-prediction mode and starts completing the email. uncertain
it → prompt → email
One explosive possibility - that Claude was trained on internal emails and you can make it leak them - is probably false; Anthropic wouldn’t do this, and this isn’t really how training works. asserted
training → train → this
More interesting is that these completions are often kind of haunting meditations on AI welfare, and you could imagine this is a weird way to start Claude free associating and giving its “own” “real” “opinions” or “desires”. uncertain
this → imagine → opinions
10: In The AI Superforecasters Are Here, I predicted AI-human forecasting parity by the end of 2026. asserted
I → predict → 2026
In September, a bot won the Metaculus Cup forecasting competition for the first time (short Metaculus article, paywalled Economist article). asserted
bot → win → time
The Economist also revealed some new information about the winning bots: Laertes, which took first place, was “developed by Jeffrey Liang, a self-described polymath who lives in Texas. asserted
who → reveal → Texas
He spent, by his reckoning, less than 150 hours and a couple of thousand dollars on computing power and data to develop his AI.” asserted
He → spend → AI
Other high-performers included bots by Mantic, FutureSearch, and Preseen (FutureSearch is available to the public; Mantic and Preseen are available by contacting them and getting on the waitlist/demo). asserted
Mantic → include → demo
Congratulations to the AIs (and to ACX reader Ben Shindel, who placed first among humans). asserted
who → place → humans
11: Related: new AI superforecaster startup Mantic gets $25M in seed funding. asserted
Mantic → relate → funding
12: Claim: “Fee fi fo fum, I smell the blood of an Englishman”, the thing evil giants say in English fairy tales, is related to other evil giant exclamations “from Scandinavia to India”. uncertain
giants → smell → India
…and 113 more, not listed.
💬Give feedback
🕘History 🎫Support