Mind Matters Natural and Artificial Intelligence News and Analysis

TagComputers

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A vibrant blue programming code background represents the intricate work of software developers and the art of computer scripting

Computers Still Do Not “Understand”

Don't be seduced into attributing human traits to computers.

The subtitle of a recent New Yorker article was: “Geoffrey Hinton has spent a lifetime teaching computers to learn. Now he worries that artificial brains are better than ours.” I respectfully disagree. As I’ve repeatedly argued, the real danger today is not that computers are smarter than us but that we think computers are smarter than us. Hinton is extremely intelligent, but he is not the first, and will not be the last, extremely intelligent person to be seduced by a full-blown Eliza effect, attributing human traits to computers. Consider Hinton’s argument about large language models (LLMs): People say, It’s just glorified autocomplete . . . Now, let’s analyze that. Suppose you want to be really good at predicting the Read More ›

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Man in desert

Copyright in the Age of Artificial Intelligence

What exactly is a human and how does a human differ from a computer?

On December 27, The New York Times Company sued Microsoft and OpenAI for violations of their copyright. The Times contends that training chatbots on its content in order to create an information competitor is a violation of its copyright. This suit is sure to bring up a number of old copyright issues that were never resolved, plus some new that need to be worked through. The fact is, the big search engines have been violating copyright from the very beginning. All search engines are in fact derivative works of the sites that they crawl, index, and dish out. Most search engines even provide excerpts from the sites they scan. However, most copyright holders have turned a blind eye to this for two main Read More ›

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Cell microscopic- weevil rye

Directed Goals in Living and Evolving Systems

Nearly every action that an organism does is for something.

Teleology is the technical term for goal-directedness, especially when describing living systems. Teleology has been problematic in the sciences because of the amount of hand-waving that teleology has historically allowed. From the outside, it is difficult to tell if something happened because it was intended or if it just happened to be beneficial. Determining the precise goal can be problematic, even if an action is goal-directed. It is easy to construct a story about why an organism does an action, but how do we ascertain whether this story is true? When are attributions of teleology science, and when does it degenerate to mere invention? Additionally, the lack of ability to measure goal-directedness has often placed teleology in the realm of storytelling instead of science. Read More ›

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Artificial intelligence (AI), machine learning and modern computer technologies concepts. Business, Technology, Internet and network concept.

Why ChatGPT Is Killing Off Traditional AI

We're living in another AI "winter"
Since it doesn’t know anything in the first place, there’s no way to talk it into sanity once it goes insane. Read More ›
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Greek Stoic Philosopher statue digital render

Ancient Greek Philosophy and Modern Blockbuster Graphics

The amazing computer-generated effects you see in almost every blockbuster today are only possible thanks to ideas proposed over 2300 years ago.
Ancient philosophy can be extremely useful, and entertaining, even when contrary to modern science! See it in the movies! Read More ›
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Business audit stock financial finance management on analysis data strategy with graph accounting marketing or report chart economy investment research profit concept. Generative AI

Life According to the Turing Machine

Is there more to the world than just data and digits?
"Virtually just like real life!" as advertisements proclaimed. All it did was give John a headache, and feeling he'd just wasted a couple of hours of his life. Read More ›
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Silhouettes of people observing stars in night sky. Astronomy concept.

Another Non-Computable Trait: Spiritual Longing

You can't program spiritual longing into a computer, not matter how savvy the algorithm.
Why do we feel the drive to make some overarching sense of our lives? You can't program spiritual longing into a computer, not matter how savvy the algorithm. Read More ›
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Neon Nanotech in Cyberspace: A 3D Illustration. Generative AI.

From Nanoscale to Waferscale

Sean Lie on the challenges and promises of the future's computing power

In today’s featured video, watch Sean Lie, Chief Hardware Architect at Cerebras Systems, and Pierre de Rochemont, Founder of Frontier Nanosystems, give presentations on the challenges and promising techniques for advancing computing power into the future. We’ve been sharing a number of lectures from past COSM conferences. This video is just one of many you can find at the Bradley Center’s YouTube page. There you’ll find several lectures, interviews, and panels dealing with issues that range from economics, Big Tech, and artificial intelligence. Notable speakers include 2022 Kyoto Prize winner Carver Mead, venture capitalist Peter Thiel, and George Gilder, co-founder of Discovery Institute and author of Life After Capitalism: The Meaning of Wealth, the Future of the Economy, and the Time Theory of Money.

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Programming code writing, software coding developing, hands typing computer script..

Why Is Object-Oriented Programming Popular?

This method makes programmers think more systematically about their code

Programming practice has gone through several evolutions in its lifespan. The first phase might be considered the “exploratory” phase, where there were no rules but a lot of imagination. People wrote code that was simultaneously amazing and terrible—amazing at what people got their slow computers to do, but terrible in that no one but the author would ever be able to maintain the programs. The lessons learned from the exploratory phase led to what is known as “structured” programming. The goal of structured programming was to be able to write programs that someone else had a chance of reading and understanding. Structured programming favored having really well-documented inputs and outputs to every function, very clear entry and exit points to each function, and Read More ›

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The robot guard on the dark garbage dump: A surreal 3D scenery

AI Could Take Us Over, But Not In the Way You Might Expect

Revisiting last year's article from tech critic Andrew McDiarmid

As I reported last year, there’s been a lot of talk about a singularity in the last decade. That’s the point when machine intelligence (AI) exceeds human intelligence and begins to rule humanity and eventually the entire universe. It’s a scary proposition to be sure, but we can rest easy on that front, because it’s not going to happen. The futurists assume there’s a bridge between narrow applications of AI and the general intelligence humans possess. But no such bridge exists. As Erik J. Larson explains in his book The Myth of Artificial Intelligence, we’re not even on the right road to such a bridge. You can also take George Gilder’s word for it. One of the most influential thinkers on technology and economics Read More ›

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the variety of different types of chips and electronic components on the printed circuit board

Celebrating an Internet Pioneer: Frederico Faggin

Faggin discussed his background and how he came to design the first commercial microprocessor at Intel

For today’s featured video from the COSM 2022, check out this interview between journalist Maria Teresa Cometto and Frederico Faggin. Faggin discussed his background and how he came to design the first commercial microprocessor at Intel. For more similar material, visit the Center’s YouTube page to enjoy more lectures and videos from past COSM conferences.

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Computer Microchips and Processors on Electronic circuit board. Abstract technology microelectronics concept background. Macro shot, shallow focus.

The Microservices Controversy from a Software Management Perspective

As projects get bigger, so do the reasons for having a microservice architecture

A new report by Amazon has caused a bit of a stir on the Internet. In it, the Amazon Prime video team reported that changing their architecture from a microservice architecture to a monolithic architecture resulted in a 90% cost savings.  While the report itself was very mild (its only claim was that this architecture helped in this specific situation), it has caused the people who disliked the microservice trend to make some noise of their own. Here, I wanted to take a moment to reflect on what I see as the benefits of the microservice approach from a software development management perspective. If you are not familiar with microservice architectures, you can find out more information in my book, Cloud Read More ›

computer chip
Artificial intelligence. Microchip connections, electric pulses and binary codes.

The Raspberry Pi Phenomenon

A Raspberry Pi is a full computer that is not much larger than a credit card, but still packs enough power to be usable as a desktop computer

For the uninitiated, the Raspberry Pi is a single-board computer that runs the Linux operating system. It can be either operated as a desktop computer or as an embedded system (i.e., a custom electronic device), or both. Historically, computer systems were either general-purpose computers or embedded systems. General-purpose computers required too much hardware, too many chips, and too much power to work inside an electronic device. However, as manufacturers packed more and more functionality into less and less space using less and less power, eventually it became possible to have a computer that was small, cheap, powerful, and not especially power-hungry. The Raspberry Pi came about right as this was happening. A Raspberry Pi is a full computer that is not much Read More ›

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Art collage. Businessman with a laptop instead of a head. Online research concept.

The Need for Accountability in AI-Generated Content

Just because we live in a world of AI does not mean we can escape responsibility

AI-generated content has become increasingly common on the web. However, as we enter this new era, we will need to think through the moral and social ramifications of what we are doing, and how we should negotiate the new ethical landscape. But first, a brief recap of recent history. The first major player to pioneer AI-generated content was the Associated Press. AP realized that many market-oriented articles were pretty monotonous and read like templates anyway, so they decided to fully commit and auto-generate many of them. If you read an AP story about a company’s earnings report and it sounds eerily like every other story about other companies’ earnings reports, there’s a reason for that. Templated content, while annoying, provides window-dressing to raw Read More ›

person at the internet
Business man works in office with laptop. Concept of internet network. double exposure

Why ChatGPT Won’t Replace Google

With Google, the algorithm eventually leads you to content made by real people. With ChatGPT, you never leave the algorithm

To some extent, ChatGPT is a newer, easier-to-use interface than Google.  Unlike Google, it doesn’t make you waste time by visiting those pesky websites.  It not only looks into its database for content, but it also summarizes it for you as paragraphs. There is a problem lurking in there, however.  Being computers, neither Google nor ChatGPT cares about the truth.  They are algorithms, and they merely do as they are told.  Additionally, you can’t code the human mind into algorithms.  However, there is a fundamental difference between what ChatGPT does and what Google does that will prevent content generators like ChatGPT from displacing search engines like Google: Google eventually lets you out of its system. Ultimately, the goal of search Read More ›

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Technology and network concept

Is ChatGPT Solely a Neural Network? I Tested That…

Changing the random number test to a "computer easy, human hard" test requires simply that we ask ChatGPT to reverse the random number. It couldn't.

ChatGPT is a direct descendent of GPT-3, and is a fancy form of a fancy machine learning algorithm called a neural network. For an overview of all of ChatGPT’s neural network complexity, here is a fun article. However, all that is beside the point. The important thing about a neural network: It can only generate what is in its training data. Therefore, ChatGPT can only produce what is in its training data. ChatGPT’s training data does not include the conversation you or I are having with ChatGPT. Therefore, if something novel occurs in the conversation, ChatGPT cannot reproduce it. That is, if ChatGPT is a neural network. Conversely, if ChatGPT reproduces novel text from the conversation, then ipso facto ChatGPT is not a Read More ›

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Chat bot Robot Online Chatting Communication Business Internet Technology Concept

OpenAI Launches Impressive New Chatbot: ChatGPT

The sophisticated AI tool could revolutionize the internet, and come with big cost

Artificial intelligence is making great strides in 2022. A few months ago, the company OpenAI introduced DALL-E, a text-to-image generator, which they made open to the public. Some have raised concerns over the future role of artists and copyright issues considering AI art generators. Does AI pose a threat to human creators? Well, that question just got weightier and more multifaceted. OpenAI just released ChatGPT, what writer Jacob Carpenter calls, “the most advanced, user-friendly chatbot to enter the public domain.” ChatGPT can “write lines of code, pen a college-level essay, author responses in the voice of a pirate, and write a piano piece in Mozart’s style.” Carpenter goes on to point out that some are wondering if the chatbot threatens Read More ›

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A salesperson working in an office on a virtual call

Can a Computer Be a Person?

Are we on the verge of the era of machines? Is AI destined to supplant most human endeavors and activities? Can a computer be deemed a person? And if so, should that computer be granted rights as part of the moral community? Will we ever attain immortality by uploading our minds into computers as transhumanists predict? And what the heck Read More ›

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Beautiful night sky, the Milky Way, moon and the trees. Elements of this image furnished by NASA.

“If Nobody Looks at the Moon, Does It Exist?” and Other Metaphysical Questions

If no one is looking at the moon, does it exist? Why has materialism been around for so long? Will computers ever be conscious? What happens to our consciousness after we die? Bernardo Kastrup tackles these questions and more with Michael Egnor in another bingecast! Show Notes 0:00:28 | Introducing Dr. Bernardo Kastrup 0:01:22 | How quantum mechanics points to Read More ›

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Inner Life of Super Human

A Silicon Valley Psychologist Doesn’t Believe in Consciousness

Duncan Riach thinks that, with increasing complexity, computers will appear to be conscious too but it’s a misunderstanding for both humans and computers

Duncan Riach, who believes that computers can become selves, doesn’t believe in consciousness. As he explains, I’ve lost friends over this because a denial of consciousness undermines a final refuge of the arrogance of selfhood: universal consciousness. But even most normal people are strongly insistent that consciousness is a real thing, a special thing, and that they possess it. The problem I have is that there’s not only no evidence for it, but what people seem to be referring to as consciousness is explainable as an effect no more unusual, no less materialistically explainable, than water flowing downhill… Rather than jumping to the conclusion that this body has a soul and/or that somehow this “I am,” this feeling of something Read More ›