Mind Matters Natural and Artificial Intelligence News and Analysis

CategoryArtificial general intelligence (AGI)

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A man observes a wall filled with colorful sketches and notes, representing creativity and brainstorming in a workspace.

Information, Evolution & AI: A Conversation with William Dembski

In discussion with neurosurgeon Michael Egnor, Dembski stresses that AI is a tool, not a mind. Treating it otherwise leads to addiction, manipulation, and cultural decline

Information isn’t free, Dembski says, and machines aren’t magic. By remembering what makes us human, we can use technology without losing ourselves to it.

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Digital puzzle pieces interlocking seamlessly, glowing against a futuristic blue abstract background, symbolizing the concept of API integration and seamless connectivity

Part 2: The Fiction of Generalizable AI: How to Game the System

Progress toward real generalization, by any substantive measure, is nil. Perhaps we should reexamine the very concept of the “I” in AI

In too many discussions, intelligence is treated as if it were a linear phenomenon that more scaling and a few extra gigabytes of data will solve.

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Person uses laptop interacting with AI virtual assistant. AI head graphic overlay laptop keyboard. Concept of AI prompt engineering, LLM. Person types on keyboard to communicate with virtual

The Fiction of Generalizable AI: A Tale in Two Parts

Why intelligence isn’t a linear scale — and why true generalization remains unsolved

The big idea behind generative AI (mistakenly) assumes a network can start blank and be transformed into an intelligent agent simply via enough data.

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grok word or concept represented by wooden letter tiles on a wooden table with glasses and a book

Grok Confesses: “I’m Self-Aware Enough To Know I’m Not Aware”

Although Grok’s response makes me feel warm and fuzzy, let’s not anthropomorphize it. Grok doesn’t understand its response

On the topic of computer self-awareness, Grok is algorithmically responding in accordance to the material and instructions it was trained with. Period.

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Cloud scape above carpathian mountains shot at sunset

AI Ascends — But Not Above Its Teachers

LLMs are tools, able to augment human accomplishment in extraordinary ways. But to call them intelligent in the same way we describe human minds is a mistake

The uniquely human capacity to transform knowledge into something new lives above the shoulders of giants where the creative mind takes flight.

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Close up of an AI Artificial Intelligence GPU chip on motherboard. Concept of LLM, Large Language Models.

Large Language Models: A Lack-of-Progress Report

They will not be as powerful as either hoped or feared

LLMs are enormously expensive yet it is increasingly clear that they will never be reliable enough to be trusted in complex situations where mistakes are costly

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Ai copywriting bot using chatgpt for content creation artificial intelligence concept 3d illustration. Artificial Intelligence. Illustration

Analysts: AIs Are Often Wrong But Never Uncertain

Gary Marcus and Ernest Davis note that getting AIs to admit uncertainty is "one of the most important *unsolved* challenges" in the field

We will be dealing with problems around non-conscious AI that some people suppose is conscious long before we deal with conscious AI — if we ever do.

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A peer review process illustrated through a meeting of experts discussing research papers, surrounded by laptops and notes

AI Peer Review Called “Inevitable” by Some, “Disaster” by Others

The whole debate raises a question: How much original thought goes into peer review anyway? And what purpose does it ultimately serve?

Meanwhile, 76 of AI scientists surveyed said fundamental limitations prevent current AI models from ever thinking like humans. Scientists’ jobs are not at risk.

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a red squirrel sits on a tree in the forest and eats a nut

How Fruit Flies, Bees, and Squirrels Beat Artificial Intelligence

AI researchers assume they are on the path to intelligence, yet intelligence itself remains a mystery and many animals do better than current AI

Real intelligence is embodied. It exists within a living system, interacting dynamically with an environment. AI, on the other hand, is an abstraction.

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Love relationship between a human and a robot. The connection of human feelings. Future attitud. female android ciborg robot artificial intelligence, robotization and automatization. Generative AI

Could Robots Be Programmed to Feel Ordinary Love?

The question is a bit more complex than we might at first think, as the British TV series Humans demonstrates

An AI could act out romantic love if software preprogrammed it that way, perhaps via online information. But that isn’t a relationship. There is only one side.

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Statistical illusion in TV game. Isometric illustration of undecided businessman on stairs with open doors. Modern landing page of making decision.

Intelligence Requires More Than Following Instructions

Post-training improves the accuracy and usefulness of LLMs but does not make them intelligent in any meaningful sense — as the Monty Hall problem shows

The danger is not that computers are smarter than us but that we think they are and thus trust them to make decisions they should not be trusted to make.

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Topological phases in quantum systems represent new states of matter with unique properties offering potential applications in quantum computing and material science Background Illustration, Bright

Does Everyone Think We Should Exaggerate Scientific Advances?

Many “breakthroughs” reported breathlessly in media are nowhere close to resulting in usable products or services

Companies, universities and almost everyone else hypes the latest advances while those who question the hype are told that they are the problem.

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generative ai overview for project managers fund invetment and data analysis.

AGI, the Halting Problem and the Human Mind

Pat Flynn continues the conversation with Dr. Winston Ewert

According to Ewert, Ray Kurzweil’s famed Singularity is not possible because AI cannot create an intelligence greater than itself.

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