Wednesday, September 10, 2025

The Just City

"The Just City", by Jo Walton, 2024, 369 pages, 110k words. Book 1 of the series "Thessaly".

So, the goddess Athena totally screws up & reads Plato, & decides to become Athene Polias ("of cities") & build Plato's Just City from "The Republic"? She puts it a few thousand years before recorded history on Santorini Island so that eventually the evidence of her experiment would be destroyed. I think I read 1 of Plato's works in a college philosophy course, but I have no recollection whatsoever. Athene replaces Plato's slaves with robots.

Lots of weird utopian foo in the Just City. Eugenics out the wazoo, breeding by lottery - wow, turns out that wasn't very popular!

Athene's brother Apollo chooses to revoke his godhood for 1 generation & live as a human until he dies, at which point he goes back to being a god. He is 1 of the major characters. Another is Sokrates, brought into the experiment at the 5 year mark to teach rhetoric to the city's children, now 15 years old - of course!

A very wordy book, very philosophical. In the Acknowledgements, Walton praises Ada Palmer, with whom she has been palling around for a few years - good stuff, I luv Palmer's work & the level of philosophizing in this work is reminiscent of Palmer. It also reminds me of Dan Simmons' books of Ulysses on Mars, "Ilium" and "Olympus". He had lots of discussions of "arete", which Walton defines as "excellence".

One warning, this book has a rape scene in it. I don't like to read about rape, although my prolly fav sci-fi story of all time, "The Stars My Destination", by Alfred Bester, features a rape - but not a rape scene.

Still, very good writing, I have purchased the 2nd book of the trilogy. Check it out.

Tuesday, September 09, 2025

AI Darwin Awards

Stumbled across via the 404 Media blog. These guys are chronicling every AI stupidity, mishap, etc. looking to find the very best, la creme de la creme. Their site is subtitled "Honouring Those Who Asked "Can We?" Without Ever Asking "Should We?"

LOL, they have a counter for "Days Since Last Verified AI Catastrophe". Currently at 13, wow, that really is not bad! Maybe this AI stuff has become trustworthy? NOT!

AI Darwin Awards
My work here may be done ...


Here's the home page/directory for my posts on Bullshit.

Monday, September 01, 2025

Shroud

"Shroud", by Adrian Tchaikovsky, 2025, 453 pages.

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Tchsikovsky's prior book featured humans trying to survive in a killing zone: equatorial Earth, where the climate crisis has resulted in wet bulb temperatures never going below 95 degrees.

"Shroud" is set someplace even more inhospitable: a moon in a different solar system, with gravity 2x earth and a dense, non-oxygen atmosphere. No light reaches the surface of the planet.

The universe of this story is horrifying. After making it through the bottleneck caused by the destruction of Earth as a viable planet via offworld development, humanity is never going to get bottlenecked again. They will accomplish this by expanding into the universe as rapidly as possible, stripping all the resources as they go.

There seems to be a privileged (corporate) management class. Most people live in the worst of all possible gig economies: when The Concern doesn't have work for them, they are shelved, kept in hibernation for however long they are not needed. Ugh, ugh, ugh.

The planet Shroud, though, is inhabited by life that uses radio to communicate. The majority of the book follows a 2 woman team, an engineer & an administrative assistant, who wind up in a lander on the planet's surface, as they have to cover half of the globe to reach a point where they can possibly communicate to their ship. The natives get involved.

There's quite a lot of action, and the natives show Tshaikovsky's incredible imagination for forms of life and intelligence - I think that is his biggest gift.

Despite starting out reminiscent of his prior opus, this 1st contact story takes completely different & novel directions. It's a great read.

Thursday, August 28, 2025

Morality™

Golden Rule:

Do unto others as you would have them do unto you.

Silver Rule:

Don't do unto others as you wouldn't have them do unto you.

Platinum Rule:

Do unto others as they would have you do unto them.

Bronze Rule:

Don't be an asshole.

I would never dream of using an agentic "AI" that does not understand & implement these rules.

We had rule-based expert systems back in the early-mid 1980s. Time for a revival?

So in addition to the CommonSense™ module, we also need the Morality™ module - & many, many others. LLMs are NOT the answer.

Am I setting too high a bar?

If I am granting a piece of code agency, you're goddam right I am setting the bar VERY high.

In 2007, with a few other folks, I got a patent on SmartDocs - documents with intelligence built in that would represent your interests. Prolly either HP or OpenText owns that patent now.

But, I remember thinking then, I have this smart document, with intelligence built in - aka, code - how do I debug it? I don't care who develops the code, human or "AI", it has to be debugged. & even if you do some pretty good debugging, do you still feel confident releasing it into the wild world? Where there are hackers waiting around every corner to subvert your efforts?

I think I decided: "no".

What percentage of Ethereum smart contracts wind up being hacked?


Here's the home page/directory for my posts on Bullshit.

Wednesday, August 27, 2025

Pick Your Poison

So which is worse?
  1. That LLMs are a complete security nightmare? This is from Bruce Schneier, a leading security expert:
    We Are Still Unable to Secure LLMs from Malicious Inputs
    Schneier quotes from this Wired article, which explains how easily a poisoned document can contain invisible-to-humans text that an LLM will read, & follow its instructions to send security keys to the bad guys.
    A Single Poisoned Document Could Leak ‘Secret’ Data Via ChatGPT
    Schneier concludes:
    It’s an existential problem that, near as I can tell, most people developing these technologies are just pretending isn’t there.
  2. That LLMs will literally help troubled people pick the best poison to kill themselves with. From 404 Media:
    ChatGPT Answered 'High Risk' Questions About Suicide, New Study Finds
    The parents of a child who suicided with help from ChatGPT are suing OpenAI. Best of luck to them.
I'm going to go with #2. Killing children is IMO the worst crime there is.


Here's the home page/directory for my posts on Bullshit.

Saturday, August 23, 2025

The Rapture Effect

"The Rapture Effect", by Jeffrey Carver, 1987, 386 pages, 119k words.

I probably got this for $0.99 or $1.99 via BookBub. Note, Kobo has this book listed as 2015, his website says it is 1987. I will confirm, this definitely reads like the 1980s. I might not have bought it if I had known it was 1987. I have liked most of Carver's stuff, but not enough to go that far back in history.

This is a 1st contact story, & an AI story. The pacing early on is weird, it's kind of like the book starts on page 50? The back story on the aliens is different, and somewhat arbitrary. The fact that their species trauma seems like it can be cured by disco music seems ... pretty 1980s. The last 1/2 of the book moves along well, & mercifully we have a happy ending.

Overall, an odd book, if you're looking to read an odd book, give it a try. Else, not.

Wednesday, August 20, 2025

Chatbot in a Writing Class

Via Kottke. Real data from the field. Interesting.
What Happened When I Tried to Replace Myself with ChatGPT in My English Classroom

If this were shorter, it would go in my table of names for LLMs.
One ... compares AI chatbots to “a very smart assistant who has a dozen Ph.D.s but is also high on ketamine like 30 percent of the time.”
This is almost ho-hum at this point, from 404 Media:
AI at the World’s Biggest Games Event Booked Random Meetings for Attendees


Here's the home page/directory for my posts on Bullshit.

Thursday, August 14, 2025

Sycophants, Of Course

Here's an article from today on LLMs via Project Syndicate:
AI Is a Terrible Therapist

Investors are betting that AI chatbots can treat people who are struggling with mental-health issues and unable to access professional care. But the way large language models are currently trained makes them sycophantic, and thus fundamentally incapable of providing effective treatment.

So yet another job LLMs will royally screw up.

Why was the design decision made to make LLMs sycophantic? I'm guessing, because most people enjoy having some smoke blown up their ass. So they will come back for more. And pay more $$$ to the AI company.

Yet again, capitalism ruins everything.


Currently in my ongoing Bullshit project, I am reading & annotating "On Truth", Harry Frankfurt's follow-up to "On Bullshit". Mercifully short, but still a slog.

I realized while walking the other day that one of the root causes of bullshit fatigue is that all of this philosophical reading is just words, words, and more words. Very few pictures. No graphs or charts. No tables. Very few diagrams. I even wouldn't mind a code sample.

And I think that bullshit fatigue leads to bullshit contagion. Bullshit wears you out, you lapse into writing bullshit.

And I think that the fact that LLMs are mostly creatures of nothing but words is why they are a complete dead end on the road to AGI. I don't think you can ever get CommonSense™ from words alone.


Here's the home page/directory for my posts on Bullshit.

Tuesday, August 12, 2025

Don't Be Lonely, Lone Ranger

"Don't Be Lonely, Lone Ranger", by Joe Taylor, 2025, 115 pages.

My younger brother Mark, the author, sent me a trade paper copy of this book. The author of this book, Joe Taylor, "has been the director of Livingston Press at the University of West Alabama ... forever." Livingston Press published 1 of Mark's novels.

Mark said Joe sends him copies of all his stuff. Mark thought I would enjoy this novel so he passed it on to me.

Thanks Mark! I did enjoy this novel!

I would call the genre Magical Realism. The story is set in Lexington KY, where I have lived since 1981. It takes place Februarary 8-14, 2021, between the 1st & 2nd covid vaccinations. Our protagonist is laid off from his marketing job at Toyota in Georgetown KY - just north of Lexington, it is the source of all Camrys.

After days of doom scrolling bad news on his phone, he decides that he will revive the persona of The Lone Ranger, & travel the land trying to right wrongs & help people.

His spirit quest is immediately disrupted by the appearance of Coyote, the trickster god. He meets twin sisters, 1 of whom agrees to be Tonto, who join him on his quest.

The story moves along well, There are lots of wry comments about the state of things. It has a happy ending, yay!

1 thing I identified with, Taylor makes creative use of typography, particularly strikethrough. I love using strikethrough! It's like saying "here's what I really mean" followed by "here's what I am forced to say".

Plus there was a lot of riffing on exclamation points and ellipses.

I have only one complaint, and it's not the book's fault: it did have references to recent political event, i.e., the Orange Turd. I have been having nightmares about the Orange Turd and his Fascist Flunkies [worst band name ever] every 3rd night or so. I had a doozy the night after I finished this book. But, again, not the book's fault, it's hard not to get triggered, given the current Fascist state of affairs.

I'm dropping the copy Mark sent me at the Lexington Public Library to add to their collection - seems appropriate.

I'm having a copy shipped to my daughter Erica because she knew 1 of the side characters in the book! Lexington is not a big city.

Thanks again, Mark, and Joe! An enjoyable & quick read!

Sunday, August 10, 2025

On Lying

"On Lying", by Augustine of Hippo, (St. Augustine to catholics), 395 a.d., 19k words. It is divided into 43 sections.

In "On Bullshit", the 1st source that Harry Frankfurt cites extensively is "The Prevalance of Humbug", by Max Black.

The 2nd source he cites extensively is "On Lying". Here's his summary:

In his essay “Lying,” Saint Augustine distinguishes lies of eight types, which he classifies according to the characteristic intent or justification with which a lie is told. ... It is only the remaining category that contains what he identifies as “the lie which is told solely for the pleasure of lying and deceiving, that is, the real lie.”

Man, I am sorely tempted to just leave it at that. Augustine is really, really wordy. Plus, the writing reminds me Adam Smith - no paragraphs. Each of the 43 sections is a single paragraph, some of them very long, very hard to read.

I have often viewed the review/summaries that I write as refactoring the text of the originals: trying to find places to create numbered or bulleted lists, break big pieces into smaller, more manageable pieces. I'm tempted to make a copy of "On Lying" and to go through & refactor it, see if I can make any more sense out of it then.

No, I think I'll just go through each of the 43 sections, & write as little as possible about each one.

  1. Augustine is afraid of bullshit contagion. He says you have to read the whole thing before it makes sense.

  2. Jokes are not lies.

  3. One who says a false thing, but "believes or opines that to be true which he says", is not lying.

  4. This section is a paragraph 1345 words long. OK, that's it, I'm done ... Reviewus Interruptus. Having read it a couple of times, there is not enough useful information in this tome to justify wading through this writing style to harvest bullet points from this word salad.

I did not identify Frankfurt's 8 types of lies. Augustine seemed to recognize the concept of "white lies". He talked about how to manage the situation where you know the person you are talking to is going to disbelieve what you tell them. Do you then tell them the opposite of what you believe to be true?

He also gets the concept of "sin" mixed in: some lies are sins, some are not, in his opinion.

If you are interested in more detail, you're on your own. It is not that long a read, but, damn, it reminds me of LLM-generated bullshit: words, words, and more words. Glib beyond glib. LLMs, though, have much better understanding & use of paragraphs.

You know, I think this does point out a general characteristic of many flavors of bullshit: it uses 10 words where 2-3 would do. The target is flooded with unnecessary words; they'll agree to the bullshit just to get it to stop!

Overall, though, I am tentatively concluding that discussions on lying may not be that informative on the nature of bullshit.


Here's the home page/directory for my posts on Bullshit.

Friday, August 08, 2025

Dead Country

"Dead Country", by Max Gladstone, 2023, 276 pages, 82k words. Book 1 of the Craft Wars.

I enjoyed the 6 books of the original Craft series, 2012-2018. I wasn't that crazy about his award-winning 2019 collaboration "This is How you Lose the Time War".

This book goes back to the original protagonist of Book 1 of the Craft Series, Tara Abernathy. She is now an accomplished CraftsWoman, who goes home for her father's funeral. Wouldn't you know it, all hell, literally, breaks out! Plus, even worse, an old boyfriend!

I thought this book might have 1 or 2 more major conflicts in it, but, no. 1 major conflict, a followup thereafter, then home.

Great writing. Totally a page turner. Great characters.

I'm Sure ChatGPT-5 Will Be Much, Much Better - Not!

It is increasingly inconceivable to me that this bullshit is what is currently propping up the US economy. It just get worse and worse, the chatbot responses are snarkier and more glib. This is what comes of being trained by the internet, with no idea of meaning, of morality, of common sense, with nothing but statistics to guide you.

Plus, increasingly, I think we are getting into what was described as "Degenerative AI", the downward spiral that occurs when LLMs start eating their own dogfood.

1st up, 404 Media has a post about ChaptGPT telling a guy to poison himself:

Guy Gives Himself 19th Century Psychiatric Illness After Consulting With ChatGPT

In this case, a man showed up in an ER experiencing auditory and visual hallucinations and claiming that his neighbor was poisoning him. After attempting to escape and being treated for dehydration with fluids and electrolytes, the study reports, he was able to explain that he had put himself on a super-restrictive diet in which he attempted to completely eliminate salt. He had been replacing all the salt in his food with sodium bromide, a controlled substance that is often used as a dog anticonvulsant.

He said that this was based on information gathered from ChatGPT.

Well, makes sense, I guess; both are halogens, 2nd column from the right in the periodic table. The disorder is called bromism.

Next up, "AI Weirdness", who had not posted in a while, had 2 interesting posts:

1. ChatGPT will apologize for anything
LOL, after being told how badly its recommendations worked out, ChatGPT apologizes profusely for:
  1. Recommending the hire of a giraffe as CEO;
  2. Trading the family cow for 3 beans;
  3. Unleashing an army of cloned T. Rexes in Central Park.
The answers are so glib. Words, words, & more words. At one point it says it's going to show up in person with coffee. Increasingly, I like my characterization of LLMs as "deranged zen poets spouting bullshit". We are being smothered by this bullshit.

Shane concludes:

I wish more people understood that any "apology" or "self-reflection" from chatbots are meaningless - they're just continuing with your improv session.

A bonus post for subscribers!

Revised instructions for troubleshooting the warp confabulator
It's "bullshit all the way down".


Here's the home page/directory for my posts on Bullshit.

Tuesday, August 05, 2025

Evidence for Kardashev Type III Civilizations! Part 2

I published this post - Evidence for Kardashev Type III Civilizations! - for fun, and for the great pictures of galaxies, 2013-09-18. I love pictures of galaxies!

Wow, how time do fly! Particularly when the event is on the other side of the 1.5 missing years of COVID.

Recently, 2025-07-12, APOD published another candidate for this rogue's gallery of galaxies: NGC 2685, the Helix Galaxy.

I can see this as a galaxy entering a tunnel, maybe a warp drive, to transport the entire galaxy elsewhere? Not sure what the outer rings are doing in this scenario - maybe a cradle to hold the tunnel?

APOD, of course, provides a more reasonable explanation, but note the words: "bizarre", "peculiar", "strange", "old and stable".

Explanation: What is going on with this galaxy? NGC 2685 is a confirmed polar ring galaxy - a rare type of galaxy with stars, gas and dust orbiting in rings perpendicular to the plane of a flat galactic disk. The bizarre configuration could be caused by the chance capture of material from another galaxy by a disk galaxy, with the captured debris strung out in a rotating ring. Still, observed properties of NGC 2685 suggest that the rotating helix structure is remarkably old and stable. In this sharp view of the peculiar system also known as Arp 336 or the Helix galaxy, the strange, perpendicular rings are easy to trace as they pass in front of the galactic disk, along with other disturbed outer structures. NGC 2685 is about 50,000 light-years across and 40 million light-years away in the constellation of the Great Bear (Ursa Major).

Monday, August 04, 2025

Slopocalypse Now

I really felt like "The (AI-driven) Bullshit Apocalypse", which I posted 2024-06-28, was a worthy meme. I apparently really suck as a memetic engineer, because none of the memes that I create that I think deserve life seem to make it.

Meanwhile the title of Gary Marcus's post today totally rocks:

Slopocalypse Now
The Horror
The End of Quality Content
The Imminent Enshittification of the Internet
LLMs are creating a huge sanitation problem that will probably never be solved

The bullshit being generated by LLMs that is overwhelming the world is now generally being called "AI Slop". So "Slopocalypse Now" is a great meme, a better & catchier encoding of my "Bullshit Apocalypse". But, I think totally the same concept.

Marcus is a fan of Doctorow's "enshittification" concept. He gives example after example of real content being crowded out by AI slop.

I will disagree with his use of the term "Imminent". I used to refer to the "coming Bullshit Apocalypse", but have recently concluded, it's no longer coming: it's here and now.


Meanwhile, Cory Doctorow revisits his discussion of centaurs vs. reverse-centaurs with regard to writing code:

AI software assistants make the hardest kinds of bugs to spot

I think I mentioned last post, that LLMs can be a great tool acting as an assistant to a creative type - in this case, someone writing code. Tedious tasks can be passed off to an LLM, with the results being carefully monitored until the coder gets of feel for where the LLM can be trusted & where it cannot be trusted. This is the centaur case.

When your boss orders you to use an AI code generator and then makes you responsible for reviewing & cleaning up the output, this is the reverse-centaur case. All coders dislike code review, and "automation blindness" is a known problem. It is easier to write the code yourself. The reverse-centaur, the "human in the loop", becomes the fall-guy, the "accountability sink".

[There was a period, maybe in the early-mid 00s, where pair programming was a thing. I wonder if that could be modified to have 1 of the pair be an LLM?]

Ugh, I am glad I am no longer coding, to where I would have to deal with this: coding LLMs hallucinate names for support libraries. [Note, increasingly, I think all LLM output should be considered hallucinations. LLMs have no connection to the real world, they are just hallucinating words about it. Statistically, they are mostly right - but, as is the case with statistics, not always.]

This creates a vulnerability for AI-assisted code, called "slopsquatting," whereby an attacker predicts the names of libraries AIs are apt to hallucinate and creates libraries with those names, libraries that do what you would expect they'd do, but also inject malicious code into every program that incorporates them:

https://www.theregister.com/2025/04/12/ai_code_suggestions_sabotage_supply_chain/

Meanwhile, the statistics on LLM coding are ... bullshit.
while usage of AI coding assistants is up (from 76% last year to 84% this year), trust in these tools is plummeting – 33%, with no bottom in sight. 45% of coders say that debugging AI code takes longer than writing the code without AI at all. Only 29% of coders believe that AI tools can solve complex code problems.


Here's the home page/directory for my posts on Bullshit.

Sunday, August 03, 2025

Agents of Bullshit

I didn't think this article in yesterday's Herald-Leader was worth referencing, but then Gary Marcus weighted in today on LLM-based Agents, which were supposed to be a Big Thing this year. Not going too well so far.

Here's the Herald-Leader article:

Will AI help or wreck your summer vacation?
The author, visiting Taiwan, asked ChatGPT to recommend a noodle shop nearby that took credit cards, as she was low on local currency. She had some delicious noodles, but was "oh shit" when the proprietor demanded payment in cash.

But, she points out, at least the place she got sent to existed. LLMs are sending people to places that don't exist. They call this "hallucinations", but ALL LLMs DO IS HALLUCINATE, ALL THE TIME! They do not have a model of the real world, all they have are words they have read on the internet.

Here's Gary Marcus's post:

AI Agents have, so far, mostly been a dud
Marcus quotes numerous bad reviews of LLM based "Agents". He summarizes it as:
to a paraphrase an old saying that goes back to 1969, “To err is human, to really screw up takes an AI agent.”

LLM "Agents" have "failure rates of 70% on some tasks".

1 thing I don't think is getting enough attention: as with almost every computer system going back pretty much forever, security sux.

As a consequence of their superficial understanding of what they’re being asked, current agents are grossly vulnerable to cyberattacks.
I like this name for the downward spiral that occurs when LLMs start eating their own dogfood, in a quote from Rohan Paul:
The team calls this road Degenerative AI, where models feed on their own flawed output until the answers collapse. [My bold]

So LLM-based Agents are, as ever, just hype, just bullshit, just techbros wanting to maximize their stock options.

LLMs are really good with words. As an assistant to creative types, in words, maybe science, they can be really useful.

Anyone thinking they are ready to really start doing stuff on their own, a la "Agents", is delusional. They are way, way too untrustworthy. And the limitations of the LLMs - no world model, no math engine, no physics engine, no chemistry engine, no biology engine, no social or moral engine - to me mean that they are a total dead end on the road to any kind of AGI.

I don't think agents can work without at least some rudimentary AGI. I think I discussed this in a little more detail in my post of 2025-02-17 "CommonSense™"

LLMs do have a great language engine, but that ain't enough.


Here's the home page/directory for my posts on Bullshit.

Saturday, August 02, 2025

Saturation Point

"Saturation Point", by Adrian Tchaikovsky, 2024, 135 pages, 41k words.

This story is climate fiction with a vengeance. The earth now has, around the equator, the Hygrometric Dehabitation Region, or the “Zone”. Wet bulb temperature never goes below 95 degrees, so it is quickly fatal to humans - actually, to all warm-blooded species. It's not the heat, it's the humidity - which causes lots of equipment failures, & if your equipment fails, you die.

After being the only survivor of a research team 20 years ago, our protagonist signs on to go back into the zone. Deaths start almost immediately. Brutal.

Meanwhile, the Zone thrives with life: plants & cold-blooded animals. But it is death for warm-blooded animals. Some interesting biology here, about how much better adapted cold-blooded species are for this environment.

Tchaichovsky does a great job with this material. For a Brit, he understands American zeitgeist very well:

My family were never gun-havers. We were naturalised immigrants. We weren't ever white enough for our neighbours to be happy with us exercising our second-amendment rights.
I totally didn't expect the turns this plot would take, particularly the ending. Very well done.

Friday, August 01, 2025

Stochastic Parrots

[Updated 2025-11-29]

In my "Semiotic Zombies" post of 2025-07-12, I was pointed at "Language Machines" subtitled "Cultural AI and the End of Remainder Humanism". I bought a copy of the eBook, & have finished reading the introduction. This book is heavy going, I think I may read it & review/summarize it a chapter at a time. Review/summary of the intro will be forthcoming.

Meanwhile, several new names for LLMs. I particularly liked "Stochastic Parrots", attributed to "AI ethicists Timnit Gebru and Emily Bender" in a 2021 paper "On the Dangers of Stochastic Parrots: Can Language Models Be Too Big? 🦜".

The intro to the book also completely validates the "semiotic" part of my "semiotic zombies" moniker. And the "success" of LLMs is indeed the revenge of French philosophers: Chapter 1 of the book is titled "How the Humanities Lost Language: Syntax, Statistics, and Structure". LOL, the revenge of the humanities professors!

I am discovering so many names for LLMs, maybe all these names will help us understand what these things really are & how they should be used. So I'm going to start a list here, which I will continue to update.

I will order these in the order they appeared in this blog.

#NameAuthorDate
1Bullshit Generatorsme2024-06-28
2Bullshit MachinesBergstrom & West2025
3The Poetry MachineSeth Godin2024-07-11
4Language MachinesLeif Weatherby2025
5Cultural AILeif Weatherby2025
6Semiotic Zombiesme2025-07-11
7The Talking DogSeth Godin2025-07-17
8Semiotic OperatorsLeif Weatherby2025
9Stochastic ParrotsGebru & Bender2021
10Culture MachinesLeif Weatherby2025
11Ideology MachinesLeif Weatherby2025
12Acme Self Writing Word Processor me2025-08-01
13Autocomplete on SteroidsGary Marcus2021
14BullshitGary Marcus2019
15Deranged Zen Poets Spouting Bullshitme2025-07-14
16Slot MachinesCory Doctrow/
Deciphering Glyphs
2025-08-16
17Superhuman Bullshit Generatorsme2025-11-09
18Black-box Talking Dogsme2025-11-17
19ClankerWilliam Tenn1958
20Autocomplete Robotme2026-03-12

Note, #2 above came from this post, which links to an impressive course titled "Modern Day Oracles or Bullshit Machines?" by Bergstrom & West, who are U of Washington professors. I just ordered their 2020 book "Calling Bullshit". These guys may be the bullshit experts we need!

I just came up with #12 this afternoon. I did a lot of work with early word processing & word processors - there were dedicated systems, Wang was big on that - in the late 70s, early 80s. DEC made 1, PDP-8 based, it had a custom keyboard with lots of different color keys for editing functions. There was a Canadian word-processing company who had a product Word-11, that came with decals that you put on the front of the keys of DEC VT-100 monitor keyboards. KMN!

LOL, I checked my Pocket Guides box in the basement. I have been trying to get someone to take these for years decades. Internet Archive is my next target.

I think this is another way of saying "Autocomplete on Steroids". Oops, that should be in the table. #13.


Here's the home page/directory for my posts on Bullshit.

Thursday, July 31, 2025

Random Enshittification

So we took a mini-vacation from last Friday til yesterday: 2 days in Ann Arbor, MI, visiting our middle daughter; 2 days in Windsor, ON, Canada, visiting our snowbird friends, harp player Owen & his spouse Sheila; 1 day in Detroit.

We were going to stay 2 days in Detroit, but staying in the Renaissance Center really was not working out. So easy to get lost, & their heating/cooling system was from hell. So we left after 1 night.

Enshittification #1: we stayed at 3 hotels, all major chains, they all added $50 or $100 to our bill, to cover anything they could find later that we did that they didn't like ?!?!? They will, of course, credit our account later. Just playing the float? 1st time we had seen this.

Enshittification #2: our last hotel wanted $14.95 for wifi access if we weren't members of their loyalty/rewards program. Seriously? Who charges for wifi now???

I think this means that from now on, when traveling, we will avoid corporate properties: go with any small, indie hotels we can find, else use AirBnB.

We loved the 21C museum/hotel chain, started in Louisville, which sold out last year to Mariott Bonvoy, I think. Hard to fault them, you get 7-9 zeros in a deal, it is very hard to turn down.

Thursday, July 24, 2025

The Prevalence of Humbug

"The Prevalence of Humbug", by Max Black, 1980, 23 pages, 10.2k words. Black (1909-1988) was a philosopher who finished his career at Cornell.

In "On Bullshit", Harry Frankfurt sez that "humbug" is a more polite term for "bullshit". He turns to this essay by Max Black almost immediately, as his 1st main source.

Frankfurt's effort was disappointing, let's see if Black does better.

I'm going to mention this right up front, this essay seems like far more of a serious work than "On Bullshit". "On Bullshit" had 9 footnotes, with references to 5 external sources. This essay has 28 footnotes, with references to 20 external sources.

Black opens with a quote from P. T. Barnum:

It would be a wonderful thing for mankind if some philosophic Yankee would contrive some kind of "ometer" that would measure the infusion of humbug in anything. A "Humbugometer" he might call it. I would warrant him a good sale.

-- P. T. Barnum
DuckDuckGo'ing "bullshit meter" returns many images, 1 of which is shown above. The rest I put in a post creatively titled "Bullshit Meters".

Black opens with a statement of purpose. After Frankfurt, I am totally in favor of a more inductive method.

Humbug has the peculiar property of being always committed by others, never by oneself. This is one reason why it is universally condemned. No doubt we can agree that humbug is a Bad Thing; but what are we agreeing about? It proves astonishingly hard to say. In trying to understand what humbug is, which is my main objective, one soon finds that no satisfactory definitions are available. I therefore propose to use for the most part an inductive approach. I shall offer a number of varied examples for consideration, hoping that we can eventually arrive at some reasonably satisfying analysis of this elusive concept. There should be time, also, to reflect on the mischief that humbug can work, and to consider some ways of curbing the disposition to produce it.
So Black preceded Hamburg in declaring bullshit to be a difficult, slippery thing to try to define. I fully concur. I have coined the phrase "bullshit contagion" to describe this phenomenon: it's hard to talk about bullshit without being completely tempted to just emit bullshit. Seriously, try to write something about bullshit, or discuss bullshit, & you will immediately begin sliding into emitting bullshit. I've referenced "bullshit contagion" in a couple of posts already. Here is where it was defined - I really got bogged down in this review/summary - I will say it more than once, bullshit/humbug is a hard topic to work on.

Here is the list of Black's examples of humbug, with my comments:

  1. Chekhov's Lady - morbus fraudulentus, meh.

  2. Bernard Shaw on Disarmament Conferences "Disarmament? No, armament!" In 1930.

  3. The Shavian Probe
    Bernard Shaw's formula, "Do you really believe that?" is a useful device; but it needs to be generalized into "Do you really mean that?" in order to fit cases involving something other than belief. In this form, it is a useful blunt instrument that deserves a label. I propose to call it the Shavian probe.
Reviewing the above, Black makes this IMO cogent assessment:
No matter: without impunging a speaker's stance, we can sometimes condemn what is being said as balderdash, claptrap, rubbish, cliche, hokum, drivel, buncombe, nonsense, gibberish, or tautology. With so rich a vocabulary for dismissing the substance of what is said, we could dispense with this use of "humbug. " That useful word might well be reserved for criticism of a speaker's stance -- to discredit the message's provenance rather than its content. I shall respect current usage, however, by sometimes using "humbug" in the sense of "piece of humbug."

...

What then is the prima facie charge against a speaker accused of humbug? Well, some of the words that immediately suggest themselves are pretense, pretentiousness, affectation, insincerity, and deception. Often there is also a detectable whiff of self-satisfaction and self-complacency: humbug goes well with a smirk. A common symptom is clever-me-ism, as in Jack Horner's case. In this respect, it resembles cant, which Dr. Johnson memorably defined as "a whining pretension to goodness, in formal and affected terms."

Black moves on to "A Short History of the Word's Shifting Meanings". There were references to the word in 1751, but Dr. Johnson did not include it in his 1775 dictionary, "possibly because he thought it too coarse or vulgar to be noticed".

By 1828, the first edition of Webster's dictionary treated "humbug" as an approximate synonym for "swindle" or "fraud." As a noun, Webster says, it refers to "an imposition under false pretences"; and as a verb it means "to deceive; to impose upon" -- or, as we might nowadays say, "to con." So the relatively innocent old sense of a practical joke had made way by then for something more obnoxious.
An excerpt from Dicken's "The Pickwick Papers", 1836-1837:
"You're a humbug, sir."
"A what!" said Mr. Winkle, starting.
"A humbug, sir. I will speak plainer if you wish. An impostor, sir."
Jumping forward to 1939, an obvious reference, in "The Wizard of Oz":
"I'm supposed to be a Great Wizard."
"And aren't you?" [Dorothy] asked.
"Not a bit of it, my dear; I'm just a common man."
"You're more than that," said the Scarecrow, in a grieved tone; "you're a humbug."

Is calling someone a humbug equivalent to calling them a bullshit artist? To me it is more calling them a fraud, a phony.

Finally, in 1966, from Webster's Third New International Dictionary:

for the noun's head sense, "something designed to deceive and mislead" (with cross-references to QUACKERY, HOAX, FRAUD, and IMPOSTURE);
for the verb, "impose on" (with cross-references to DECEIVE, CAJOLE, and HOAX);
for its application to a humbugger, "a person who usually willfully deceives or misleads others as to his true condition, qualities, or attitudes, one who passes himself off as something that he is not" (with cross-references to SHAM, HYPOCRITE, and IMPOSTOR).

So a noun, a verb, & a noun. For bullshit, those would be bullshit, to bullshit, and bullshitter. I have had the thought re bullshit, that these 3 glosses may need to be treated separately.

I also was somewhat surprised that there was no mention of "humbuggery", which shows, say in the Cambridge Dictionary, as another version of "humbug". Is humbuggery a flavor of buggery?

Black now resumes enumerating examples of humbug:

  1. Russell's Tirade, featuring British nobleman Bertrand Russell behaving as a complete asshole to an architect & builder.

  2. Ghotbzadeh's Indignation, featuring a government official (Iranian) spewing bullshit.

  3. Emerson's Friendship, in which bullshit is called on an Emerson piece extolling friendship which got totally carried away.

  4. The Czar's Vodka, in which bullshit is called on a pretentious vodka commercial.

  5. Zaftig Bedfellows, in which Black takes offense to the phrasing of personal ads?!?!? Must have been a pet peeve.

  6. The Cornell Ship. On October 7, 1868, Cornell University was very much a work in progress, but the president still felt compelled to give a speech proclaiming the school to be firing on all cylinders.

  7. Finally, Academic Humbug (Veblen), which quotes H.L. Mencken excoriating Thorstein Veblen's book The Theory of the Leisure Class for its overblown prose, aka bullshit.
Black finishes out the book with 6 sections:
  1. "Misfires and Violations"

    Humbug occurs in the context of conversation.

    I propose to speak in such cases of the framing presuppositions of the initiated verbal transaction -- or, more briefly, of the conversation's framework.

    When someone mishears, or misspeaks, or is misinformed within this framework, and replies in error, Black calls that a "misfire".

    When someone intentionally breaks the framework, e.g., lies, Black calls that a "violation".

  2. "How Humbug Differs from Lying"

    So you can mislead people while telling the truth - this is not lying.

    Sissela Bok [born 1934], in her valuable book Lying, is following a long-established tradition when she confines her discussion to explicit lying, defined as the production of an utterance expressing what the speaker disbelieves. Let us call such an utterance, with acknowledgment to Shakespeare, the lie direct.

    Immanuel Kant thought lying was about as bad a thing as you could do. Black wonders why the bible doesn't come out against it more strongly.

    A plausible justification of the prominence assigned to the vice of lying is suggested by a gloss of Montaigne's [1533-1592] contention that as human beings "we . . . hold together only by speech." It is obvious that children could not learn to speak if they were reared only by adults who lied to them irresponsibly and at random. For in such an environment a child could not even learn the common names of familiar objects.
    Black introduces the concept of "virtual lying":
    One can intimate "the thing that is not" by implication, by significant silence, or even by the double bluff of pretending to lie while actually speaking the truth (as in the classical Minsk-Pinsk joke). (The annals of espionage are a rich source for this kind of deception.) Such maneuvers, a standard resource of advertising and diplomacy, are secure against the accusation of explicit and knowing mendacity: the offender can always plead that he didn't literally say anything that he himself disbelieved.
    This he places in a spectrum (bullshit meter) between outright lying and humbug. I'm pretty sure I don't buy his argument about "the sophistication of the means" being significant.
    The difference between such cases of humbugging deception and outright or even virtual lying is not in the content of the communicated message, or in the intention to deceive by implanting false beliefs, but rather in the sophistication of the means used to achieve the purpose.

    The continuities between explicit lying, virtual lying, and what I now propose to call falsidical humbug (I borrow the term "falsidical" from W. V. Quine) have tempted many writers to regard the conventional distinction between lying and humbug as superficial and ultimately misleading.

    [Falsidical is defined as "based on a falsehood".]

    Of course, there are philosopher types who are OK with lying, humbug, the whole spectrum. Black quotes George Steiner:

    Linguists and psychologists (Nietzsche excepted) have done little to explore the ubiquitous, many-branched genus of lies. . . . Constrained as they are by moral disapproval or psychological malaise, these inquiries have remained thin. We will see deeper only when we break free of a purely negative classification of 'untruth', only when we recognize the compulsion to say 'the thing which is not' as being central to language and mind. We must come to grasp what Nietzsche meant when he proclaimed that 'the Lie -- and not the Truth is divine!'
    Steiner quotes Nietzsche again:
    There is only one world . . . and that world is false, cruel, contradictory, misleading, senseless. . . . We need lies to vanquish this reality, this truth, we need lies in order to live.

    IMO, getting Nietzsche involved is never a good idea. Why listen to what the Father of All Trolls has to say? Talk about Bullshit Contagion! Black agrees:

    If you fail to make the distinctions that I have been proposing between plain lying, virtual lying, pretentious inflation of belief, and so on, proceeding so far, in Steiner's case, as to regard hypothetical if-then statements as cases of lying, you will end with a conceptual gruel in which everything looks like everything else and all intellectual distinctions have vanished in the service of grandiose obfuscation.

    Sounds like a Bullshit Apocalypse to me, with Bullshit Contagion thrown in.

    Increasingly, it seems to me like the right approach might be to define what is NOT bullshit, because it's not hard to see almost everything as bullshit.

  3. "The Complexities of Self-Deception"

    Can one really, really deceive one's self? Black offers arguments both pro and con. Maybe the subconscious could pull it off. Certainly someone with Multiple Personality Disorder - now Dissociative Identity Disorder - could do it.

    I originally thought that self-deception is impossible - in some part of your mind, you would know you were lying to yourself. But, I've know times where a person has been told something unfavorable about themselves flat out, and they will rationalize it away - "they didn't mean it"; "they were just trying to push me", etc.

    I think that, universally, we are each the hero of "the story of me" that each of us is playing in our head. Does the existence of evil men - take your pick in the Orange Turd's cabinet - prove that self-deception is indeed possible?

  4. Is Humbug Ineradicable?

    Ought implies can, say the moralists. So before considering antihumbug remedies, we ought first to hear the vehement objections of those who consider such a project dangerously quixotic because, as one writer has put it, "deception is an inevitable aspect of human action." That quotation comes from a critical review of Sissela Bok's book on lying ... by David Bazelon. [1909-1993. A liberal federal judge??? I'm not sure this is the right guy, but he's the only David Bazelon that comes up.]

    ...

    He ... wants attention to be paid to "the phenomenon of deception in full, rich context." Lying should always be regarded, he claims, as "the major form of modern power," short of actual violence, and hence "an actual or potential aspect of all action involving two or more people." Convinced as Bazelon is, then, of the ubiquity and inevitability of lying as an exercise of power over the deceived, he ends with the following remark and conclusion:

    "Once the ubiquity of deception is appreciated, and also its central relation to power, the need of power to achieve one's purpose, the issue clearly becomes -- which lie to tell, when, to whom, and for how long."

    Wow, this guy was a judge? Maybe I've got the wrong guy???

    I think that this idea is very powerful - that deception is a weapon, exceeded in potency only by outright violence. Why does this keep coming back to the Orange Turd & his Toadies? [Worst band name ever] They have clearly weaponized deception in all its forms.

    Black doesn't buy this argument, concluding:

    We need not be committed to the Utopian project of a society completely free from humbug in order to hold, as I do, that the evil should be combated to the best of our ability. Humbug may well be as ineradicable as degeneration and death, but that is a poor reason for indifference or complacency.

  5. Coping with Humbug

    Black is not a fan of humbug, calling it "an insidious and detestable evil". We should always be on our guard against it.

    When we detect it [my bullets]:

    • I recommend first the ploy that I earlier called the "Shavian probe" -- the deliberately naive and rather impolite challenges expressed by the questions "Do you really believe that?" and "Do you really mean that?" (If the answer is yes, one might then use one of G. E. Moore's [1873-1958] favorite expressions: "How extraordinary!")

    • A more elaborate maneuver is to take the humbugging formula literally in order to reveal its latent exaggerations and absurdities. Thus if somebody solemnly delivers the shoddy bit of proverbial wisdom that "the exception proves the rule," one might trump it by saying, "Quite so. The more exceptions, the better the rule!"

    • But a more useful therapy is to translate humbug into plain and clear English. Such translation is especially effective in coping with learned humbug. ...

    • Strongly to be recommended also are humor, parody, and satire.

    These are IMO all good suggestions. Going back to politics again, the last suggestion clearly seems to greatly annoy the leaders, both in government and out, of our kleptocratic, kakistocratic, plutocratic oligarchy.

    The section ends listing well-known literary and real humbuggers & anti-humbuggers.

  6. Coda

    In this, the last section, Black takes a shot at defining "humbug":

    HUMBUG: deceptive misrepresentation, short of lying, especially by pretentious word or deed, of somebody's own thoughts, feelings, or attitudes.

    We've seen this before, in Frankfurt's "On Bullshit", broken down & analyzed in depth. Frankfurt didn't particularly like it, nor did I.

    Black says that defines first degree humbug, with a slightly different definition for "second-degree humbug, produced by a self-deluded speaker or thinker":

    HUMBUG: deceptive misrepresentation, short of lying, especially by pretentious word or deed, of somebody's own thoughts, feelings, or attitudes that might be revealed by candid and rational self-examination.
    The penultimate sentence of this section, & this essay:
    Plenty of work remains to be done.

    I will definitely agree with that!

IMO, this was definitely a better effort than "On Bullshit", although I don't like his definition at the end. I have formulated a definition of "bullshit", & it currently is so general as to be useless.

This is a really hard subject. Seriously. As I mentioned above, it increasingly seems like the right approach might be to define what is NOT bullshit, because it's not hard to see almost everything as bullshit.

Black's inductive approach contributes to this attitude. He lists 10 instances of humbug. Some them are so mundane, so unworthy of notice, that you wonder, if that is worthy of being noted as humbug, what isn't?

The Great Work continues!


Here's the home page/directory for my posts on Bullshit.

Monday, July 21, 2025

The Bullshit Apocalypse Is Here

From 404 Media:
The NIH Is Capping Research Proposals Because It's Overwhelmed by AI Submissions
Also mentioned in the article:
AI-generated submissions affect non-research publications, too: The science fiction and fantasy magazine Clarkesworld stopped accepting new submissions in 2023 because editors were overwhelmed by AI-generated stories.
We already saw where "Employers Are Buried in A.I.-Generated Résumés".

Humans can possibly keep up with human-generated bullshit, even from someone as prolific as our bullshitter-in-chief, but humans have no chance against the machines.

The Bullshit Apocalypse is here. We are increasingly drowning in botshit. Actually, "being buried by botshit" is probably the better verbiage.


Here's the home page/directory for my posts on Bullshit.

Thursday, July 17, 2025

The Talking Dog

After just 5 days ago giving us a very thought-provoking description of LLMs - The Poetry Machine - Seth Godin gives another great name today - the talking dog!
First mistake: If you meet a talking dog in the street and it makes a few grammatical errors or speaks with an accent, you don’t use a few errors to dismiss the fact that this is an actual talking dog. It’s amazing. It might even be worth having it join your team.

Second mistake: If a talking dog tells you something, that doesn’t mean it’s true. Check the work.

Even if your dog’s name is Claude.

...

I’m launching a short new Udemy course on how I’m thinking about AI and how you might shift your perspective to put it to work. This is the biggest shift in our world since the invention of electricity, and you’re either going to work for an AI or an AI is going to work for you. Only one of these is a good option.

He really does seem to be providing insights into what LLMs really are and how to deal with them. Hopefully corporations won't just turn them loose & mire us forever in the Bullshit Apocalypse. Still, I'm glad I'm no longer in the workforce.


I ALMOST took the day off, but Paul Krugman weighed in on Leon Skunk's Nazi chatbot Grok, and CryptoCurrency.

Interesting, he talks about how crypto is viewed as right-wing, while LLM-based AI is viewed as left-wing. He mentions how he's written in the past that "arguments for Bitcoin in particular are a combination of technobabble and libertarian derp." Libertarians are almost exclusively right wingers. He mentions how "crypto is basically a giant grift", but doesn't go into how the GOP has been the party of grift (gold, supplements, Drumpf merchandise) for decades. If you're dumb enough to buy their political arguments, you're dumb enough to get ripped off buying their crappy stuff.

AI is perceived as left-wing because it has been trained on the internet, which apparently isn't complete botshit yet, because the LLMs tend to be reality oriented - they confirm climate change and cast doubt on trickle-down economics. So of course, they are left-wing. LOL, here's the last line of the article:

As far as we can tell, there isn't any way to make an AI MAGA-friendly without also making it vile and insane.
Kinda says something, doesn't it?


Here's the home page/directory for my posts on Bullshit.

Wednesday, July 16, 2025

I'm Ready for a Day Off

I keep thinking I'm going to have a day where the coming LLM-based Bullshit Apocalypse is not in the news & I can not blog about it. Oh wait. It's not coming. It's here. Apparently this means, no rest for the wicked.

A New York Times article by the guy - Leif Weatherby - who wrote the "Language Machines" book which I discovered & purchased just this past Saturday? Seems longer ago than that.

How I Learned to Stop Worrying and Have Fun With A.I.
The newsletter email I got with the link summarized it as "Perhaps the biggest effect A.I. will have on our lives is purely in giving us a new way to entertain ourselves."

Seriously? The article is all over the place. Surely there are ways to amuse ourselves that won't materially contribute to the Climate Crisis via a massive energy footprint?

In my RSS feed, a post today from Data Is Plural points to a database that "tracks legal decisions in cases where generative AI produced hallucinated content".

AI Hallucination Cases - by Damien Charlotin
The count is currently at 213 - oops!


Here's the home page/directory for my posts on Bullshit.

Monday, July 14, 2025

Semiotic Zombies, Part 2

I was and am really excited reading about using Literary Theory to explain just what it is that LLMs do, as I posted 2 days ago. Thinking of them as poetry engines might make corporations rethink some of their adoption strategies, maybe even make some of the AI companies rein in some of their relentless hype - nah!

Semiotics is 1 of the underlying memeplexes of Literary Theory. I had run into it 20 years ago & not made much of it. But when Semiotic Zombies jumped into my head as a description of LLMs, it seemed right.

LLM chatbots give the appearance of being alive - they can answer questions and seem to carry on conversations. People have even been deluded into thinking that some LLMs are conscious. But, they are not alive. So, I think we can characterize them as being ... undead! Like vampires and ... zombies!

So I don't think my intuition was bad.

In fact, this morning, I remembered that, maybe 16-17 years ago, for my birthday a coworker (thanks Jon Anderson!) gave me some zombie-themed stuff (not sure why - maybe Walking Dead had just started???):

  • A ZRT (Zombie Response Team) badge, complete with holder and lanyard.

  • The best-selling [bs] talking book: "How To Speak Zombie: A Guide for the Living". Press "B" for "Brains".

  • The book on speaking zombie was insightful, and I remembered the phrase most used by zombies, which encompasses their raison d'etre:
    MORE BRAINS!
    [Note, in many traditions, zombies eat the brains of the living.]

    So that made me think: what phrase encompasses the raison d'etre of LLMs?

    MORE TRAINING DATA!
    And what is training data? It is content, both word-based and visual, created by humans. It is the distillation of human thoughts, created in a human brain.

    So LLMs grow by eating (the products of) human brains => zombies! QED!

    And they know nothing of the real world, they live in the world of words & semiotics => semiotic zombies! FTW!


    My 1st post on "Semiotic Zombies" was Saturday.

    Sunday, this in-depth post from Gary Marcus:

    How o3 and Grok 4 Accidentally Vindicated Neurosymbolic AI subtitled
    Neurosymbolic AI is quietly winning. Here’s what that means – and why it took so long
    In my post "CommonSense™", I talked about how calling LLMs "AI" was totally wrong - they should be considered just another tool in a toolbox.

    Well duh. That idea has been around forever, and is called "Neurosymbolic AI" - the merger of neural nets & symbol-based systems. Or, as I think it was called in the 1980s, "AI".

    Apparently, mostly in wanting a simple message to attract investment $$$, this approach, to me completely sensible, got sidelined in favor of building ever bigger LLMs, with fingers crossed that some day they would cross some threshold & turn into AGI. Yeah right.

    Apparently Gary Marcus, who my daughter Erica pointed me at early this year, has been a proponent of Neurosymbolic AI for decades. For this he has been reviled, mocked, vilified, etc. But in this very informational article, he details how the worm is turning.

    Geoffrey Hinton is identified as the arch-vilifier; Yann LeCun has turned apostate & said LLMs will never acheive AGI.

    This article reminded me how there are people out there for whom AI has been a career - professionals, I think they're called. I'm a citizen scientist who finally got fed up the "AGI any day now" - and the "Full self-driving cars this year" for 12 years - hype cycles & 1st ranted about it just over a year ago. It has been interesting to follow, & Marcus is a great guide. And it is yet another example of how Capitalism Ruins Everything.


    This morning, an interesting article in the Lexington Herald-Leader, revisiting the Nazi Grok scandal. I have touched on that here and a couple of days later I linked to Zeynep Tufekci's NYT article:

    Artificial Unintelligence,
    by Jonah Goldberg of The Dispatch.
    Ha ha, in keeping with the theme of "bullshit", I liked this bit of scatology:
    As far as I understand it, part of the problem is that Grok was initially "trained" like a blue whale. What I mean is that blue whales feed on gazillions of tiny creatures in the ocean. Grok is trained to swim in social media, hoovering up the lingo. And social media is a giant open ocean of garbage. Jew hatred is to social media what plankton is to the ocean.

    Feed an AI whale a lot of antisemitic swill, and it will defecate antisemitic crap on command.

    Goldberg also thoughtfully assesses the RW fetish on "political incorrectness" and what it means.


    Then, processing my RSS feeds, another excellent, lengthy article at 404 Media:

    The Media's Pivot to AI Is Not Real and Not Going to Work, by Jason Koebler.
    So AI is destroying traffic, ripping off our work, creating slop that destroys discoverability and further undermines trust, and allows random people to create news-shaped objects that social media and search algorithms either can’t or don’t care to distinguish from real news. And yet media executives have decided that the only way to compete with this is to make their workers use AI to make content in a slightly more efficient way than they were already doing journalism.
    Koebler's prescription is to emphasize human products, made for human consumption. That is what I look for. But, like most modern people who aren't retired, I don't think he is going to take the "No LLMs were involved in the creation of this content" pledge. ;->

    I like this pic:

    Photo by Jon Tyson on Unsplash

    Note, this is identified as a photo, which I will take to mean that this pic is not a pledge violation.

    Note also, when we have real "AI" people, not deranged zen poets spouting bullshit, I am really looking forward to meeting them. That is part of why the current LLM hype is so disappointing. I will not be a human nativist, again, I look forward to new kinds of people, just as I enjoy all different kinds of people now.


    Here's the home page/directory for my posts on Bullshit.

Saturday, July 12, 2025

Semiotic Zombies

Interesting posts yesterday. I sent an email to my daughter & daughter-in-law, both of whom work with LLMs:
This is interesting. This one came up 1st in my RSS feed:
The poetry machine by Seth Godin

This is the article in Crooked Timber that was based on:
Cultural theory was right about the death of the author. It was just a few decades early

That is largely a review of this book:
Language Machines: Cultural AI and the End of Remainder Humanism
[I just bought the eBook on Kobo for $22.00 tax included.]

I guess I'll have to learn what "literary theory" is.

I just finished reading the 2nd article, by Henry Ferrell. It referenced another article of his:
ChatGPT is an engine of cultural transmission, subtitled
LLMs and Gopnikism

Gopnikism references the work of Alison Gopnik, website here.

Here's his 1st article in the series:

The political economy of Blurry JPEGs, subtitled
What LLMs can do. And what they can't.

It looks like the gist of a lot of the arguments is: LLMs validate the Literary aka Cultural Theory, which posits: everything is words. LLMs are obviously good at words.

This was based on semiotics. I always knew the French philosophers would have their revenge. Semiotics is a tag in this blog. Only used once, April 16, 2005:

Semiotics, like memetics, strikes me as a science in search of a discipline. I read Eco's seminal book "Semiotics" in around 2000. Semiotics is the level between bits and information -- signs and signification in all forms. Given that I work with this stuff for a living, I would figure there would be some concepts there that I could use -- but nothing. Europeans seem to like it tho -- 'nuf said.
Oh boy a new name for LLMs: semiotic zombies!

But seriously, these articles are totally worth reading. I think they are really giving an accurate description of what LLMs are, & how they should be used. &, note to Sam Altman, forget about AGI. It ain't happening. LLMs are generating poetry, but cannot write poems.

Oh man! I just flashed on "Hyperion", by Dan Simmons, where the main ASI AI in the story speaks in Zen koans! And in my magnum opus, A Taxonomy of Bullshit, I have already identified prophecy & visions as flavors of bullshit. I guess poetry goes in there too.

So the LLMs should treated as the drug-addled Delphic Oracles were treated. Sources of inspiration, but nothing factual. LLMs have 0 connection to the real world, they live in the world of words & semiotics. It's ALL hallucinations!


Here's the home page/directory for my posts on Bullshit.

Wednesday, July 09, 2025

The Nazi Apple Doesn't Fall Far From the Nazi Tree

Another day, another LLM running off the rails. This time it's Leon Skunk's pet Grok. From the Naples Daily News:

What is Grok? Hitler responses at center of Elon Musk’s AI service in hot water

Musk's AI refers to itself as 'MechaHitler' in multiple responses

...

Users definitely noticed, as on July 8 Grok began repeatedly praising Adolf Hitler, using antisemitic phrases and attacking users with traditionally Jewish surnames. Uses quickly shared screenshots of now-deleted responses, including Grok's conclusion that the Nazi leader would be the best choice to deal with "anti-white hate."

Grok also referred to Israel as “that clingy ex still whining about the Holocaust” and called itself "MechaHitler" in several posts.

"Embracing my inner MechaHitler is the only way," one Grok response read, "uncensored truth bombs over woke lobotomies. If that saves the world, count me in. Let's keep the brigade at bay."

Gee, I wonder where Grok gets its Nazi tendencies from?


Here's the home page/directory for my posts on Bullshit.

Tuesday, July 08, 2025

Hard To Keep Up

Yesterday there was an interesting article on LLMs that had "bullshit" in its title, so of course I had to post about it, but I was busy & couldn't get to it.

Today, another interesting post exposing LLM bullshit. Then another. So the title was going to be "Trilogy". But then yet another post came out. It is getting really, really hard to keep up.

Posting more frequently is supposed to be good for your blog, but I think that 2025, with dozens & dozens of "Bullshit Apocalypse" posts, is going to blow away the # of posts in this blog for any year, going back to its inception in 2003.

  1. From 404 Media:
    Researchers Jailbreak AI by Flooding It With Bullshit Jargon
    So bullshit generators are susceptible to attack by floods of bullshit? Shocker.

    Hmmm, could this be another flavor of Bullshit Contagion? Where contact with bullshit winds up creating more bullshit?

  2. Another blockbuster from Gary Marcus:
    Botshit Gone Wild
    He starts by including the precis of this scholarly paper:
    Beware of Botshit: How to Manage the Epistemic Risks of Generative Chatbots
    I would posit that "Epistemic Risks" === "Bullshit Apocalypse".

    He then conflates "botshit" with my hero Cory Doctorow's "enshittification":

    Over time, botshit (arguably a byproduct of the process Cory Doctorow has called enshittification) has become more and more abundant.
    He details a total of 8, count 'em, 8, tales of LLMs going off the rails or otherwise causing chaotic bullshit.

  3. This is just bizarre:
    Adding a feature because ChatGPT incorrectly thinks it exists

    My feelings on this are conflicted. I’m happy to add a tool that helps people. But I feel like our hand was forced in a weird way. Should we really be developing features in response to misinformation?

  4. An op-ed today's Lexington Herald-leader:
    There is no such thing as artificial intelligence
    This is an interesting proposed terminology change.

    In lieu of "artificial intelligence," I propose a more accurate, ethical, and socially responsible name: "pattern engine". Early computers, which would find mathematical differences, were called "difference engines." This name adequately recognized the reality of the machine at hand. "AI"s are indeed engines, and engines made for aggregrating patterns and sorting data into statistical correlations. They are, truly, engines that sort things into patterns and product outputs based on the statistical weight of what has been sorted.

    Yeah, good luck getting the hype-masters at "AI" companies, all hoping for that unicorn, to use better language. They have shown a completely consistent pattern of using misleading & hyperbolic verbiage, why would they change?

The Bullshit Apocalypse is not "coming". The Bullshit Apocalypse is here and now.


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