Mind Matters Natural and Artificial Intelligence News and Analysis

CategoryLarge Language Models (LLMs)

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Fearing the Terminator: Does Current Tech Warrant the Doomsaying?

People will worry less if they understand why the text generation programs not only do not think but in fact cannot think

Bottom line: Text generative AIs do not capture meaning. They capture relationships which approximate meaning well enough to be useful.

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Fearing the Terminator, Missing the Obvious

In Part 1 of my review of the new AI Doom book, If Anyone Builds It, Everyone Dies, we look at how the authors first developed the underlying idea

By 2020, authors Yudlowsky and Soares were already Doomers but the rapid success of ChatGPT and similar models heightened their worries.

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Different Bubbles, Different Methods of Detection: What of AI?

Circular financing is one of the signs. Even the media are beginning to catch on

Circular financing is the last gasp for OpenAI and the cloud services. They need it to maintain the mirage of an economic boom despite big losses and small revenues for AI software.

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Verify, Then Trust: the Human Fixes That Make LLMs Work

Here are some examples of fixes that programmers and other workers have applied over time to large language model (LLM) bloopers

I suspect there will never be enough Band-Aids to stop all of the bleeding. So instead of “Trust but verify,” I recommend “Verify, then trust.”

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Intelligence Demands More than Pressing a Lever to Obtain Water

I continue to be astonished by how willing people are to assume that LLMs are intelligent because they give glib, confident answers

Human trainers can nudge LLMs to give good answers for specific questions but this training doesn’t prepare them for subtle variations.

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AI Will Keep Hallucinating, says OpenAI

AI will always need human guidance.

LLMs, while they seem to offer confident answers, cannot reflect on what they’re generating and so can’t wisely discern truth from falsehood.

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Why OpenAI Will Collapse: LLMs Are Not Economical

If a model is not refreshed every few months, it quickly turns from a helpful assistant into a debt generation machine with outdated knowledge

Companies can apply OpenAI’s models to a limited set of data and questions, creating a smaller model that is cheaper to train, update, and run.

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A conceptual artwork showcasing a robot in prayer, symbolizing faith, spirituality, and worship in a dark room with fire in the background.

Unexpected: ChatGPT and the Return of God

Scott Ventureyra talks about ChatGPT and other large language models (chatbots )AI in the unlikely role of unexpected apologists for Christianity

Far from heralding a coming secular triumph over God, the verbal output of chatbots suggests that, generally, people conclude that God must in fact exist.

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Bearded businessman in a suit looking surprised

A Realistic Direction for Artificial General Intelligence Today

Based on GPT5's performance to date, it would make a superb substitute for a mansplainer I know of — call him Brock

The fundamental problem remains; models like GPT-5 are hobbled by their inherent inability to relate the text they input and output to the real world.

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Cyberneticpunk Concept: Robot Grasping the Globe in Dark Ambiance. world technology security system and business industry concepts. machine learning

And Sci Fi Thought AI Was Going To… Take Over?

Here are some non-hype news briefs from the world of the supposed AI takeover that could help us separate fact from fiction

From recent news: ● “AI Adoption Rate Trending Down for Large Companies” Down? The US Census Bureau conducts a biweekly survey of 1.2 million firms, and one question is whether a business has used AI tools such as machine learning, natural language processing, virtual agents or voice recognition to help produce goods or services in the past two weeks. Recent data by firm size shows that AI adoption has been declining among companies with more than 250 employees, see chart below. Torsten Sløk, Apollo Chief Economist, September 7, 2025 Apollo is a coaching firm for investors. Currently, unemployment is up but it’s still more likely to be due to traditional issues than “A hot bot got my slot!” However, some Read More ›

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mountain peak in low clouds

Artificial Intelligence, Science and the Limits of Knowledge

In Part 3, I show that AI, like science, has limits. It depends on narrowing a problem: making it specific, discarding most possibilities, sealing it inside a representation and specification

Here’s the problem with artificial general intelligence: asking how to make systems “general” is asking how to remove the very constraints that made them work.

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Woman approaches giant digital face futuristic technology

Wide AI, While Still Just Automation, Is a Genuine Advance

Part 2: Truly general intelligence is still a mystery. In fact, it’s more mysterious now than it was in 2016

Even when we get a quantum leap forward, it quickly signals that it too is a dead end for the bolder ambitions of true AGI.

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GPT 5.0 Doesn’t Understand But Is Eager to Please

Over a number of tries, it couldn’t get the labels on an illustration right because it does not understand what the words mean and how they relate to the image

The test also shows GPT 5.0’s inclination to praise a user’s acuity, whether the user’s comment is correct or incorrect, intelligent of dumb.

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Dark fantasy forest. River in the forest with stones on the shore. Moonlight, night forest landscape. Smoke, smog, fog. Bridge over river. Fantasy landscape. 3D illustration.

In Connecticut, the Horrors of AI Descend with Full Force

AI as “friends” and “confidants”? David Klinghoffer warns that this way of talking and thinking needs to be recognized as encouraging delusion

As John West writes, “essentially OpenAI is using its technology as a replacement for human counselors and advisors.”

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Ai chatbot with educational icons connected to a person using a laptop

What Kind of a “PhD-level Expert” Is ChatGPT 5.0? I Tested It.

The responses to my three prompts made clear that GPT 5.0, far from being the expert that CEO Sam Altman claims, can’t address the meanings of words or concepts

In an era where politicians, celebrities, and businesses can get away with blatant untruths with little or no consequence, will the same be true of LLMs?

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Table games of chance, including tic tac toe, are set up in large size to entertain the party guests

ChatGPT-5 Tries Out “Rotated” Tic-Tac-Toe. You Be the Judge…

They say that dogs tend to resemble their owners. Chat GPT very much resembles Sam Altman — always confident, often wrong

It’s no mystery why LLMs aren’t intelligent in any meaningful way. The real mystery is why so many otherwise intelligent people still take the claims seriously.

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AI Is Impacting Our Culture — But Not As We Were Told To Expect

Okay, your boss is not a robot. Your doctor is not a chatbot. But here are some things that are actually happening that we might not have expected

One change is that Sam Altman, CEO of OpenAI, the maker of ChatGPT-5, seems to be acknowledging that the AI bubble might soon burst.

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Science Site: Is the AI Gold Rush Over? Has AI Just Plateaued?

The GPT-5 chatbot rollout has been so messy that serious questions are beginning to float above the seemingly automated hype

If this is a tech Gold Rush, based on recent news, we might be better off selling shovels than investing in the gold.

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robot writing in book for large language model and artificial intelligence chatbot concept

Students Beware: AI Copilot Admits Errors But Won’t Correct Them

Parents and teachers must beware when students treat AI research as accurate; I myself was misled while writing this article!

But here’s the punchline: I was wrong on an important point and Copilot let me stay wrong!

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AI Is a Long Way From Replacing Software Coders

Despite C-suite claims, they are not likely to take our jobs any time soon because they do not understand what words mean and how words relate to the physical world

LLMs excel at simple coding tasks but are still too unreliable to use without extensive human supervision on complex tasks where mistakes are expensive.

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