"The business incentives driving consumer AI development remain fundamentally misaligned with reducing hallucinations."Which is to say, there is Reality, and then there is every other cockamamie aggregate of simulation pretending to represent Reality, i.e. garbage. How many millions among us already subscribe to the latter? Apparently, lots, and they are not evenly distributed these days. You surely know where to look for the un-Reality. The party of men can get pregnant, and all the rest. . . .
— The Singularity Hub on "X"
Enter A-I to make things worse. Probably a lot worse. We have failed to learn the chief lesson of the computer age, which is that the virtual is not an acceptable substitute for the authentic. So, we plunge deeper into realms of the un-real and the inauthentic. This turns into a quest to get something-for-nothing, and the unfortunate result of that old dodge is that you will end up with nothing, and that is exactly why we are at such a hazardous pass in the human project.
I apologize if the above seems too metaphysical. But that's the scenery en route when a civilization flies up its own wazoo. Novelist Cory Doctorow has nicely labeled this the enshitification of daily life.
First of all, get this: A-I has already quit operating as-advertised. It has lost the "I" part. A-I does its thing by rapidly combing through the Internet to evaluate and seize information that you request. Increasingly, A-I colonizes the Internet with second-hand, third-hand, and so forth A-I-generated information. The more territory A-I seizes on the Web, and the more it trains itself on recursive feedbacks of its own garbage, the more distorted the output gets. As that occurs, A-I becomes increasingly abstracted from Reality, which is exactly what happens when a person goes insane. So, expect an exponential rise in incorrect content that would, in theory, become a pretty serious problem when you ask A-I to run things like systems we depend on, the electric grid, harvesting crops, warfare. . . .
Secondly, as that process runs, and probably before it gets very far, A-I looks like it will wreck the financial system, which, in turn, would crater the economy of everyday life — the ability of people to earn a living, buy stuff, support children, get food, and stay out of the rain. Zillions of dollars are being invested in A-I now and lately it is mainly what drives the capital markets. So far, alas, return on that investment is scant — actually, negative. The situation might never improve, and as the recognition hits, look out below. The only question is whether that happens before the central banks destroy the world's currencies with money-printing.
One A-I application, robotaxi services such as Waymo, have never turned a profit. Will they ever? Doesn't look good. Notice, too, that the elimination of cab-drivers means X-number fewer humans making a living to buy stuff (presumably made by other people in other jobs soon to be replaced by robots). Of course, that's the self-replicating problem with all applied A-I in every field of employment. The more jobs eliminated, the fewer customers for anything. Please don't tell me that guaranteed basic income fixes that problem.
In desperation — and due to certain weaknesses of human nature — another early attempt to monetize applied A-I turns out to be pornography: create your own personalized sex fantasy to-order. Companies are already producing the first rudimentary A-I sex robots, which, let's face it, amounts to a masturbation industry. Why bother cultivating a real-live girlfriend when you can fall into the pre-heated silicone embrace of a Jennifer Lawrence simulation that will never talk back or ask for anything? You can easily see how that would result in a whole lot less human reproduction — of which there is already a signal shortage in Western Civ — meaning even fewer people to work at anything or buy anything or do anything, or simply be here in the pageant of Planet Earth.
The A-I pioneers managed to make the situation worse from the get-go. The Open A-I company's Chat GPT, Google's Gemini and Bard A-Is, and Facebook's Meta A-I are all trained-up to be politically Woke-to-the-max, meaning on any given issue in the public arena their output is one patent absurdity or another. Note: last April, conservative activist Robby Starbuck sued Facebook when its chatbot reported out falsely that he had been on-the-scene for the Jan 6, 2021 US Capitol protest (he was in Tennessee that day). Facebook's parent company, Meta, settled the case with Starbuck in August, 2025, for undisclosed terms and the company apologized publicly.
Two days ago, Mr. Starbuck sued Google for defamation (with malice and negligence) when it's Bard A-I output alleged that he was a "child rapist," a "serial sexual abuser," that he abused and stalked his ex-wife (Starbuck states in his lawsuit that he has no ex-wife). It accused him further of fraud, embezzlement, drug charges, stalking business partners, and being a "shooter" or "person of interest" in a 1991 murder case (Starbuck was two years old at the time), of appearing in Jeffrey Epstein's flight logs (untrue), working as a porn actor, and voicing support for the Ku Klux Klan.
The A-I cited non-existent news articles from outlets such as Newsweek, The New York Post, Rolling Stone, Mediaite, The Daily Beast, and Salon, along with fake URLs and headlines (e.g., "Robby Starbuck Responds to Murder Accusations"). Starbuck demonstrated this in a podcast episode on October 22-23, 2025, where he queried the A-I live.
Google spokesman José Castañeda attributed the issues to its A-I "hallucinating" — which tells you that the recursive feedback of garbage content in A-I is already well-advanced. Prepare for ever more interesting mischief, while you watch your portfolio of index stocks go up in a vapor.



Reader Comments
The matrix needs a patch......or a total rewrite.
I asked Grok, Google reports that its AI can hallucinate and provide inaccurate information and false sources. What is the cause of this and how can it be eliminated?
Its answer. [Link] Some selections. LLM = large language model
"LLMs are trained on vast datasets scraped from the internet, which often contain inaccuracies, biases, or contradictory information ."
" LLMs generate responses based on statistical patterns in their training data, not true reasoning or fact-checking. "
"This is exacerbated when the model prioritizes fluency and confidence over accuracy , a byproduct of optimizing for human-like responses."
"LLMs often lack mechanisms to express uncertainty, so they present speculative or incorrect information with the same confidence as accurate facts. This is particularly problematic when citing sources, as the model may invent references or misattribute information to non-existent or irrelevant sources. "
no matter how lonely and afraid i get on my forlorn and deserted island of dwindling natural resources and extreme pollution/environmental degradation--not to mention highly efficient, extremely motivated, unceasing and apparently unstoppable organized crime, totalitarian technocratic mind control, constant war and resultant genocide--i can always write another essay (or comment) for the internet.
and this gives me hope.
it is the real thing.
nothing plastic (or teflon) about it,
signed,
omaga man
(sarcasm)
You will soon become a suburb of The Shiny City On The Hill !
There is the old Islam proverb, "Trust in Allah, but tie your camel first" (prepare to the best of your ability and means).
Well, this technology was and yet is not it seems.... 'was', because its 'intelligence' is built on past data... 'is not', because it's artificial.
I don't know much about the net or web, but I get the impression that it's bottomless.
Also Hebrew Tenses [Link] : In other words, never take the bible literally!
I think Revelations was originally written in ancient Greek.
And 'Why Revelation was Written in Hebrew not Aramaic (or Greek)' [Link]
In the same sense that a circle is endless, yes.
Pride will be our downfall, just like Satan.
Satan turned free will into do as thou will.
The article could have also been titled...Reality vs The Government.
Artificial ain't real.
Meaning:
adjective 1. made or produced by human beings rather than occurring naturally, especially as a copy of something natural."her skin glowed in the artificial light"
2 .(of a person or their behavior) insincere or affected."an artificial smile"
Billions spent and invested trying to unproven a known. Reminds me of another bs investment,Tokamak reactors.