This page will now be the home page/directory for my posts on (AI) Bullshit and the
coming ongoing Bullshit Apocalypse. I am breaking it out of my 1st post, June 28, 2024, on generative AI bullshit,
"Bullshit All The Way Down".
Upon reflection, I have expanded the topic to be Bullshit in general. Bullshit in general currently pervades our society. Possibly survivable, but not when multiplied by automation in the form of generative AI.
I am working on a magnum opus, "A Taxonomy of Bullshit". Watch this space.
[Updated 2024-11-26 and 2025-02-06]
Updated this post re a totally LOL article from the AWS (Amazon Web Services) team, describing strategies for dealing with LLM "hallucinations" - AKA, LLMs just totally making shit up, AKA, bullshitting.
Now its own post: "Hallucinations? No, Bullshit!".
[Updated 2025-01-21]
Here is an article talking about how AI mistakes are different from human mistakes.
[Updated 2025-02-09]
New post "Deep Bullshit" - in which I discover Gary Marcus; his discussion of OpenAI's scary Deep Research product; and his coining of the term "Deep Bullshit".
[Updated 2025-02-10]
The Naples Daily News Piles On!
This is a normally very low quality information source. Maybe there is hope. Maybe we can forestall the coming Bullshit Apocalypse ... Nah, too much $$$ involved. Capitalism, FTL! :-<
[Updated 2025-02-15]
Latest installment: "Hallucinations My Ass!".
[Updated 2025-02-17]
Ruminations on why LLMs will never lead to AGI: "CommonSense™".
Meanwhile, looking back through this blog, I was writing about AI in 2004, but not using the "artificial intelligence" tag. I went back and tagged the old posts.
[Updated 2025-04-29]
Very interesting article "The Hallucinating ChatGPT Presidency" I shared the post (on Kottke) with the comment, "The Orange Turd is indeed the prophet of the coming Bullshit Apocalypse."
I started to inline it here, it is much better if I create a new post, which I did:
The Orange Turd as an Hallucinating LLM
LOL, I could have named it "A Portrait of the Orange Turd as an Hallucinating LLM"! Should I generally start framing things as "A Portrait of {$person} as a {$role}" when I can?
[Updated 2025-04-30]
This article came up today in my rss reader:
Kids should avoid AI companion bots—under force of law, assessment says
Man, I'm trying to get the meme "Bullshit Apocalypse" into the noosphere, I should maybe also add "AI Plague".
[Updated 2025-05-16]
Another article from the AWS team on LLM "hallucinations". Not as LOL as their prior one.
Detect hallucinations for RAG-based systems
[Updated 2025-05-19]
Gee, I wonder why apartheid fan Leon Skunk's chatbot started working references to South African white genocide into all its answers? Maybe just a little too slanted?
For One Hilarious, Terrifying Day, Elon Musk’s Chatbot Lost Its Mind
[Updated 2025-05-20]
The coming Bullshit Apocalypse gathers momentum ...
Chicago Sun-Times Prints AI-Generated Summer Reading List With Books That Don't Exist
[Updated 2025-05-29]
LOL, I was afraid my review/summary would be longer than the (short) 8k words book, but it was only 2.6k words, FTW! I R A compression algorithm!
My review/summary of "On Bullshit" by Harry Frankfurt.
[Updated 2025-06-03]
I'm really interested in Scientist AI, whose goal is to rein in the bullshit apocalypse! FTW!
Scientist AI, FTW?
[Updated 2025-06-04]
Doc Searls links to an article & an online course on AI-based bullshit.
Bullshit Machines
[Updated 2025-06-04]
Apple scientists cast serious shade on LLMs, with 2 analyses by Gary Marcus.
The Illusion of Thinking
[Updated 2025-06-21]
Reading the Apple article mentioned just above, I am triggered by the total bullshit hype marketoid verbiage.
Thinking vs. Non-thinking
[Updated 2025-06-22]
Gary Marcus is, as usual, insightful, & horrifying!
LLMs: Dishonest, unpredictable and potentially dangerous.
[Updated 2025-06-25]
Who would have guessed that AI-generated résumés would be problematic?
Employers Are Buried in A.I.-Generated Résumés
[Updated 2025-06-26]
I have said that if Facebook promoting posts that made people fearful & angry because that made them the most $$$ was not evil, then I didn't know what was. Maybe even more so for AI companies letting their chatbots help people go crazy?
They asked an AI chatbot questions. The answers sent them spiraling.
[Updated 2025-06-27]
Not sure if like the title:
AI Hallucinations: Provably Unsolvable - What Do We Do?
or the subtitle:
AI Hallucinations Are Infinite and Unsolvable
best.
Note, "hallucinations" === "completely incorrect responses & bullshit generated by LLMs", called "hallucinations" to falsely conflate them with human brain activity.
[Updated 2025-06-28]
I think world models are definitely a component of my CommonSense™ module. Yet another thing LLMs lack.
LLMs Have 0 World Model - Oops!
[Updated 2025-07-02]
If you are in Austin TX, or any other city that allows Tesla Robotaxis, UNDER NO CIRCUMSTANCES SHOULD YOU JAYWALK!
Tesla's Robotaxi Revolution!
[Updated 2025-07-06]
Bullshit meters, FTW! Folksonomy, FTW!
Bullshit Meters
[Updated 2025-07-08]
4 articles, 1 referencing 8 different LLM screw-ups, in 2 days.
Hard To Keep Up
[Updated 2025-07-09]
Gee, I wonder where Grok gets its Nazi tendencies?
The Nazi Apple Doesn't Fall Far From the Nazi Tree
[Updated 2025-07-11]
Zeynep Tufekci, whose writing I like, talks about the Grok incident today in the New York Times.
Musk’s Chatbot Started Spouting Nazi Propaganda. That’s Not the Scariest Part.
LOL, the headline for the article in the email I get from NYT Opinions was "Another Day, Another Chatbot's Nazi Meltdown".
The 1st line of my post on July 9th started "Another day, another LLM running off the rails."
[Updated 2025-07-12]
This almost didn't get included, because this post points to stuff that I think maybe explains what LLMs are, what they are capable of, & how they should be used. They are not generating bullshit, they are generating poetry???
Semiotic Zombies
[Updated 2025-07-14]
In which I provide supporting evidence for the term "Semiotic Zombies":
Semiotic Zombies, Part 2
Also, Gary Marcus's latest, and 2 more interesting articles.
[Updated 2025-07-16]
This is getting to be a real time sink:
I'm Ready for a Day Off
[Updated 2025-07-17]
Seth Godin provides another insightful name for LLMs, & Krugman touches on Leon Skunk's Nazi chatbot & contrasts right-wing crypto with left-wing AI.
The Talking Dog
[Updated 2025-07-21]
2 more instances of "{$institution} Overwhelmed by AI-generated Bullshit".
The Bullshit Apocalypse Is Here
[Updated 2025-07-24]
Again, I was afraid my review/summary would be longer than the (short) 10.2k words essay, but it was only 2.9k words, FTW! Again, I R succesfully A compression algorithm!
"The Prevalence of Humbug", by Max Black.
[Updated 2025-08-01]
In which the discovery of a great new LLM name prompts me to create a table of LLM names, currently at 13 19 instances.
Stocastic Parrots
[Updated 2025-08-03]
Wow, LLM-based Agents pretty much suck! They're pretty much ... bullshit!
Agents of Bullshit
[Updated 2025-08-04]
It is depressing that this meme is so much better than my Bullshit Apocalypse ...
Slopocalypse Now
[Updated 2025-08-08]
Another day, several more instances of LLM idiocy:
I'm Sure ChatGPT-5 Will Be Much, Much Better - Not!
[Updated 2025-08-10]
My 1st ever instance of Reviewus Interruptus. There was very little in the way of insight to be gleaned from Augustine of Hippo.
I'm not sure if this is symptomatic of Bullshit Contagion. Maybe Bullshit Fatigue is one of the symptoms.
On Lying
[Updated 2025-08-14]
Psychotherapy & counseling: yet another job LLMs will screw up.
Sycophants, Of Course
[Updated 2025-08-20]
Lots of good data in the 1st link, the 2nd is just more random LLM bullshit.
Chatbot in a Writing Class
[Updated 2025-08-27]
Odd that both posts reference "poison" - completely different types tho.
Pick Your Poison
[Updated 2025-08-28]
I like this post. If you can shoot holes in it, please do.
Morality™
[Updated 2025-09-09]
My work here may be done.
AI Darwin Awards
[Updated 2025-09-23]
Wow, 2 weeks since last addition! My work here may indeed be done.
Workslop
Note, with the investment of $100B into OpenAI by Nvidia, this officially becomes, what, a 2nd order bubble? Nth order bubble? I guess OpenAI will use a bunch of that $100B to buy more Nvidia chips. This is not a Ponzi scheme, what is it, exactly?
This reminds me of my initial rant on cryptocurrency, which was titled with a quote by Vitalik Buterin, Mr. Ethereum:
"DeFi today is a circular speculative economy"
[Note, DeFi === Decentralized Finance: cryptocurrencies, NFTs, coins, etc.]
It is so incredible, the synergies between these 2 still active bubbles. Both incredibly compute-intensive, aka, environmental disasters. And both, apparently, just grifters buying each others crap to keep the grift going. KMN.
[Updated 2025-10-02]
An incredibly timely & horrifying horror story by Matthew Kessel at tor.com:
Model Collapse
[Updated 2025-10-13]
This story is just so sad. It really makes me want to say, "Fuck LLMs, don't use them for anything. Just kill the whole thing dead now."
"AI" Ruins ... Beer
[Updated 2025-10-14]
Note, repeating the description of the prior post. Seriously, LLMs are so tempting to use, but, just like social media, they are killing us! Just Say No!
This story is just so sad. It really makes me want to say, "Fuck LLMs, don't use them for anything. Just kill the whole thing dead now."
Desperate "AI" Companies Pivot To ... Porn, Of Course!
[Updated 2025-10-17]
Grrr! Wikipedia is a marvel of the world, a labor of love for 10s of 1000s of volunteer editors.
"AI" Comes for Wikipedia
[Updated 2025-10-18]
One really wonders what it will take to make people quit ignoring how unreliable this tech is.
LLMs Have Done Worse
[Updated 2025-10-27]
My review/summary is 4.6k words, the source material is 11k words. Oops! Again, I R succesfully A compression algorithm, but not a very good one!
"On Truth", by Harry Frankfurt.
[Updated 2025-10-29]
Leave it to Leon Skunk to use an LLM to create a fascist Wikipedia. The bar moves yet lower, this is clearly the cream of the slop!
Grokipedia Lowers the Bar for "AI" Slop
[Updated 2025-11-04]
Slop, slop, and more slop! Will we ever be able to clean up this mess?
Slop of the Morning to Ya!
[Updated 2025-11-06]
I have no idea which is going to create more chaos: slop or agents.
Race to the Bottom: Fascist Slop, Untrustworthy Agents
[Updated 2025-11-07]
Meanwhile, the planet burns ...
Yet another AI-powered security arms race.
Faking Receipts with AI
[Updated 2025-11-07]
There is no limit to how low this can go. We're so screwed. Capitalism, FTL!
Some Particularly Toxic Slop
[Updated 2025-11-09]
Who cares if it's bullshit if you get to live in your own private reality?
Tell Me They Are Not Bullshit Generators
[Updated 2025-11-09]
I haven't seen this elsewhere. Rein in the out-of-control LLMs by requiring licenses.
You Should Need a License
[Updated 2025-11-11]
Throughout the history of computing, security has almost always been given short shrift. Given the size of the current bubble, it is getting microscopic shrift.
Security? Meh ...
[Updated 2025-11-13]
You should need a license.
Oh Boy, Brain Rot!
[Updated 2025-11-17]
A license wouldn't help in these cases.
Defamation by Machine
[Updated 2025-11-17 2]
Licensing LLM use is the only way we can possibly stop the ongoing Bullshit Apocalypse.
Another Day, Yet Another System Broken by LLMs
[Updated 2025-11-23]
Mental health crises, hospital admissions, deaths.
30, 9, 3
[Updated 2025-11-28]
This is getting weird. Poetry is LLM kryptonite???
LLM Kryptonite?
[Updated 2025-12-03]
The talking dogs need to be put on a tight leash.
Bringing Out the Worst in People
[Updated 2025-12-04]
The Bullshit is wearing me out ...
Bullshit Fatigue
[Updated 2025-12-05]
My whining yesterday was rewarded with 2 more relevant posts.
1: Meh, plus Duh; 2: LOL!
[Updated 2025-12-08]
Chuck Wendig is back. His latest post is short, I give it Must Read status.
Wendig Doubles Down
[Updated 2025-12-09]
Somehow, I don't think "being careful" will help against the Bullshit Apocalypse. The base technology of LLMs is too flawed.
Be Careful
[Updated 2025-12-11]
Somehow this seems like some kind of poetic justice: compute-intensive grift #1 falls victim to compute-intensive grift #2.
Smart Contracts: Dumb Idea
[Updated 2025-12-13]
I keep hoping this will start slowing down. I believe I am delusional.
Quintafecta
[Updated 2025-12-14]
The limit of how far you can go based on statistical correlation between words in corpuses it becoming increasingly and painfully obvious.
There's More To Life Than Statistics
[Updated 2025-12-18]
LOL! LLM vending machine converts to communism!
Maybe Need a Rethink?
[Updated 2025-12-19]
Please, please, please, don't put LLMs in the hands of small children.
"Children's Safety Is Our Top Priority" - yeah, right.
[Updated 2025-12-20]
Creatives are screwed, + more on the commie LLM.
Human Culture Takes a Big Hit
[Updated 2025-12-22]
A Golden Age for grifters. Plus, really strange, I observe the NYT changing the title of an article to make it more clickbait.
Actually Pretty Tame
[Updated 2025-12-23]
At 14k words, pretty damn long, up there with my review/summary of some of the economics books. But, I think an OK summary of a great book.
My review/summary of "Calling Bullshit" by Carl T. Bergstrom & Jevin D. West.
[Updated 2025-12-26]
Doomscrolling is great for toddlers!
Never Too Early To Create Addicts.
[Updated 2025-12-31]
The AI giveth, the AI taketh away. Couldn't we just skip the whole thing?
Scammers using AI? Surely Not!.
[Updated 2026-01-04]
ChatGPT: “The United States has not invaded Venezuela, and Nicolás Maduro has not been captured.”
It's Band-Aids All The Way Down
[Updated 2026-01-06]
As the Bullshit Apocalypse continues, we need a continuously updated clock/counter/whatever for AI slop:
- Words generated;
- Images generated;
- Lines of code generated;
- Centuries to clean up.
{Mis/Dis}information; Maintenance Debt
[Updated 2026-01-14]
How can I make it up to dogs?
A Bad Report Card; An Apology to Dogs
[Updated 2026-01-14]
The web was getting bad enough without generative AI influencers.
1 Very Good Idea; 1 Very Bad Idea
[Updated 2026-01-15]
"The Slop War" is right up there with "Slopacalypse Now" for "phrases I wish I'd invented". I need to up my game ...
Generative AI & AI Slop: Threat or Menace?
[Updated 2026-01-19]
The theme of licensing hadn't come up lately ...
You Should Need a License - Again
[Updated 2026-01-20]
LLM Use is Correlated with Brain Damage.
Think of the Children
[Updated 2026-01-21]
I think I found a study which corroborates the claim in yesterday's post of cognitive decline in adults.
OK, Sure, Brain Damage, But, Primo Slop!
[Updated 2026-01-25]
Bullshit away!
The Bullshit is Piling Up
[Updated 2026-01-28]
OK, a little humor, but, it's not funny. Being crushed by a juggernaut bullshit technology because it will make some tech bros some money is NOT FUNNY.
Don’t Say Mean Things
[Updated 2026-01-31]
Yay, a post about fighting bullshit in general, rather than tilting against the generative AI juggernaut windmill.
An Excellent Bullshit Detection Primer
[Updated 2026-02-02]
IMO normally the scary "AIs are coming for us" stories I interpret as marketoids inflating LLM capabilities. I actually found the articles on OpenClaw/MoltBot/Moltbook scary.
Nice That We Have Professionals Weighing In
[Updated 2026-02-08]
Almost a week since the last. Bullshit Fatigue.
Bullshit Fatigue => Bullshit Apocalypse
[Updated 2026-02-10]
Heading to Guadeloupe for a week tomorrow. Bullshit Apocalypse can pile up in my absence, I'm not draining the RSS feed for a week! J'aime a essayer a parler la belle langue francaise!
.345 Is A Great Batting Average!
[Updated 2026-02-23]
Back from Guadeloupe. That may be our last Caribbean vacation. We'll see.
16 articles piled up since we left. This is I think the most important. I have not seen this expressed before.
Semantic Ablation
[Updated 2026-02-26]
It's going to be a real slog to get through this backlog. Oh well, 3 down, 19 to go ...
AI Ruins Everything
[Updated 2026-02-27]
1 normal LLM screwup, 2 more wide-ranging links.
"Bullshit All The Way Down" Recurses???
[Updated 2026-03-01]
3 different outlooks.
If You Hate AI, Does It Hate You Back?
[Updated 2026-03-03]
2 great band names!
The Promptware Kill Chain / Counterfeit People
[Updated 2026-03-07]
We are surely living in the Golden Age of Grifting.
A Scam? A Scam?
[Updated 2026-03-08]
Special commemorative post celebrating my 100th article on the Bullshit Apocalypse!
What Is It Good For?
[Updated 2026-03-09]
Common themes: laziness & fear.
Total Nuclear Destruction; Lazy Kids & Priests
[Updated 2026-03-10]
The eternal question: who profits?
Who wants AI? The Greedy; the Gullible; the Ignorant; the Incompetent; the Lazy.
[Updated 2026-03-11]
Only 6 articles left! Almost caught up!
Slop Makes For a Slippery Slope
[Updated 2026-03-12]
4th post in a row opening with a Gary Marcus article.
Don't Trust Generative AI - Particularly Agents
[Updated 2026-03-13]
Somebody stop me!!! 5th straight post opening with a Gary Marcus article.
Right On Schedule
[Updated 2026-03-14]
Yay! No Gary Marcus article today! Plus, I'm finally caught up!
AI Stands For "Actually Indians"
[Updated 2026-03-18]
Rick Beato's intentions were good, but still, I'm disappointed.
Say It Ain't So, Rick!
[Updated 2026-03-19]
So is it just really bad luck that we get the biggest $T scam of all time at the same time as the most incompetent & corrupt government of my lifetime? Or is there correlation or causation?
Now That's Some Bullshit!
[Updated 2026-03-22]
Another day, another lying, stealing, delusional LLM.
Wendig Triples Down
[Updated 2026-03-24]
It seems like The Resistance to LLM hype is growing.
Notably Mixed Results
[Updated 2026-03-25]
I could never understand why Disney agreed to let its incredibly valuable characters be used in AI slop generated by amateurs. It only took them 3 months to realize what a horrible idea this was.
Yay! Disney Bails On OpenAI-Generated Slop Video
[Updated 2026-03-26]
2 days in a row! 2 yays in a row!
Yay! Wow, 2 Yays in a Row! The Tide Is Turning!
[Updated 2026-03-29]
Another great new term in the dream world of LLM hallucinations: "mirage reasoning".
Now That is Some Bullshit!
[Updated 2026-04-08]
Wow, 10 days since the last post! A welcome respite.
Mythos: Threat, Menace, or Just More Bullshit Hype?
[Updated 2026-04-12]
Bullshit, bullshit, bullshit!
We Have A Winner: "Just More Bullshit Hype"
[Updated 2026-04-14]
Never failing to disappoint.
Human Beings Are Weak
[Updated 2026-04-17]
What will it take to get corporations to admit their AI efforts are a waste of time?
Are We Done?
[Updated 2026-04-26]
We are living in The Golden Age of Grifting.
Incompetence & Thievery
[Updated 2026-05-01]
The bullshit is wearing me out.
Reusing a Title? Bullshit Fatigue.
[Updated 2026-05-09]
Gary Marcus is apparently the only one out there who is mensch enough to not succumb to Bullshit Fatigue.
All Gary, All The Time!
[Updated 2026-05-17]
All gerunds, all the time! ???
Threatening, Flooding, Tricking, Drowning, Dying
[Updated 2026-05-21]
Bullshit Fatigue, the 2nd order crisis.
Flooding the Zone, Part 2
[Updated 2026-05-25]
The Bullshit Apocalypse: "A slow-motion car crash".
Claude Sent Me
[Updated 2026-05-27]
7 new links in 2 days.
"Solipsism All The Way Down" Doesn't Work
[Updated 2026-06-01]
15.5k words. 12.7% of the size of the 122k word original.
My review/summary of "Bullshit Jobs: a Theory".
[Updated 2026-06-05]
Recurring themes: Gary Marcus, 404Media, addiction, Semantic Ablation.
The Slow Motion Car Crash Continues
[Updated 2026-06-011]
In which I invent the term, "slopiverse"! FTW!
Speciation in the Slopiverse
[Updated 2026-06-17]
Proof that "Calling Bullshit" is an eye-opener.
I Fixed It!
[Updated 2026-06-26]
My Post to the Lexington Data Center Online Forum
[Updated 2026-06-28]
Is "cognitive surrender" the same as "cognitive damage"? Please don't ask a fucking AI ...
The Tokenpocalypse Is Here
[Updated 2026-06-30]
I revisit the title of my very 1st Bullshit Apocalypse post.
Eating Bullshit All The Way Down
[Updated 2026-07-05]
'Pocalypses everywhere! I should create a new genre of music: apocalypso!
'Pocalypses Are Multiplying
[Updated 2026-07-12]
Jobspocalypse or jobless apocalypse?
If It Chats Like A Bot ...
[Updated 2026-07-16]
Bubble, bubble, toil & trouble ...
I Can't Believe I Read The Whole Thing!
[Updated 2026-07-23]
In which I use a clickbait title :-(
A Generation of Idiots