Mind Matters Natural and Artificial Intelligence News and Analysis

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Group of asian creative team programing designers participate in all phases of the UX design.

Using Data Like a Drunk Uses a Lamppost

Startup companies can be tempted to use statistics for support instead of real illumination
Karl Pearson, the great English mathematician and statistician, wrote, “Statistics is the grammar of science.” But it can be used to mislead, too. Read More ›
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Mission Impossible: A Dead Reckoning With Artificial Intelligence

The villain in the new blockbuster movie is an artificial intelligence known simply as "the entity."

I walked into the theater expecting a typical villain in the latest installment of Mission Impossible starring the inimitable Tom Cruise. And at the film’s beginning, you’re definitely led to believe that the pale, sour-faced Russians are behind yet another espionage program destined to thwart America and conquer the world. But that’s only a front. The real villain in the new blockbuster movie is an artificial intelligence known simply as “the entity.” The impossible mission, tasked to Ethan Hunt (Cruise) is to track down a mysterious key, made of two separate parts, that apparently can unlock the entity and reveal what it’s capable of. God in the Machine Hunt and his usual gang of expatriates find themselves at odds with Read More ›

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Digital chatbots on smartphones access data and information in online networks. Robot Applications and Global Connectivity AI Artificial Intelligence innovation and technology

Musk: My AI Will “Understand Reality”

xAI, Musk's alternative to OpenAI, is shrouded in ambitious hopes

Tech giant and billionaire Elon Musk is starting yet another company, and this one has to do with the talk of the town: artificial intelligence. The name of the venture is “xAI.” It’s been an interesting week in the tech and AI world. Meta released “Threads,” a Twitter alternative, and OpenAI is now under investigation by the Federal Trade Commission, calling the AI company into question for its data scraping methods and ChatGPT’s tendency to spin false information. Now that AI is the apple in ever tech mogul’s eye at the moment, I guess it makes sense that Musk is reaching for the branch of temptation. He’s been teasing his hopes for his own AI company for a few months Read More ›

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Accounting.

OpenAI is Now Under Investigation

The Federal Trade Commission wants to know how OpenAI gets their data and how much harm ChatGPT could have

The Federal Trade Commission (F.T.C.) sent a letter to OpenAI, the San Fransisco company responsible for creating ChatGPT, the Large Language Model that captured the world’s imagination in November of 2022. Per the New York Times, the F.T.C. is investigating the AI company’s methods of data acquisition and also plans on measuring the potential harms of AI on society, citing concerns over false information and job replacement. Cecilia Kang and Cade Metz report: In a 20-page letter sent to the San Francisco company this week, the agency said it was also looking into OpenAI’s security practices. The F.T.C. asked the company dozens of questions in its letter, including how the start-up trains its A.I. models and treats personal data. The Read More ›

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social network connection concept, community generativce ai illustration

Marks Interviewed for a Fortune Article

The engineering professor and Mind Matters podcast host said we need to play down the AI hype

The insightful contributions of Walter Bradley Center’s Robert J. Marks continue to gain traction and attention. Marks was interviewed by Fortune magazine on artificial intelligence and its current hype. Marks told Fortune that we’re currently on a “hype curve,” saying: “We’ve always had this hype around A.I.,” Marks told Fortune, referencing the Perceptron. The professor said part of the reason investors and consumers are so caught up in the trend is generative A.I.’s ability to replicate humans. “There’s a lot of psychological aspects to the hype around artificial intelligence,” he noted. Systems like ChatGPT and Bard’s use “seductive optics” and eerie mimicry to appear more intelligent than they really are, said Marks, who is also director of the Walter Bradley Center for Read More ›

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Shaking hands with the future: human and AI collaboration. Man and robot on background of huge data center. Based on Generative AI

Marks: The More Complex the AI, the More It Could Go Wrong

Robert J. Marks's new article discusses how AI's growing complexity makes it harder to regulate

Robert J. Marks, director of the Walter Bradley Center for Natural & Artificial Intelligence, has a brand new article out over at Newsmax on the complexity of artificial intelligence and how, regardless of how many “band-aids” we put on its problematic outputs, it’s impossible to fully regulate a machine with this level of sophistication. Because AI is not a “slave to the truth,” it always needs improvement and correction by its human users. The problem is that we can’t avoid some of the damages until they’re already wrought. Marks writes, The more complex a system, the greater the number of ways it can respond and the more ways it can go wrong. The greater the number of possible responses, the Read More ›

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Young handsome man with beard wearing casual sweater and glasses over blue background very happy and excited doing winner gesture with arms raised, smiling and screaming for success. Celebration

AI Can Do It All So You Don’t Have To

Sometimes satire says it best

Satire is often best at uncovering uncomfortable truths. Much of the talk around AI progress celebrates its ability to make certain tasks way easier, such as writing essays, programming computer code, or firing your employees. While that is certainly true, the concern remains that if we depend on AI like this for long enough we might just forget how to put two and two together and write a sentence over ten words long. That’s probably cynical, but the principle is there – depending on technology to perform mental tasks will lessen the ability to independently perform those same mental tasks. The popular satire site The Onion published a paragraph about a hypothetical man who is delighted about AI because it Read More ›

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Un robot IA traite le courrier

Don’t Tell Google Bard Your Secrets

Executives are warning employees of potential privacy leaks

Google’s parent company, Alphabet Inc., advised its employees not to share personal information with the chatbot “Bard,” noting that doing so could lead to privacy leaks, which has reportedly already happened at Samsung. Kevin Hurler reports, Four sources close to the matter told Reuters that the massive tech giant has advised employees not to enter confidential information into chatbots like OpenAI’s ChatGPT or Google’s own Bard over fears of leaks. Alphabet is reportedly concerned with employees inputting sensitive information into these chatbots since human reviewers may sit on the other end reviewing chat entries. These chatbots may also use previous entries to train themselves, posing another risk of a leak. That risk is warranted, as Samsung confirmed last month that its own internal Read More ›

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AI related law concept shown by robot hand using lawyer working tools in lawyers office with legal astute icons depicting artificial intelligence law . GEnerative IA

Can Lawyer Robots Solve Complex Legal Cases?

A lawyer recently used ChatGPT in a court case, but it generated false citations. Can AI be trusted at all in the courtroom? Lawyer Richard Stevens explains how in legal cases, meaning, context, and nuance are essential, and can’t be “computed” by artificial intelligence.  Additional Resources

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Forest in fog with mist. Fairy spooky looking woods in a misty day. Cold foggy morning in horror forest with trees

That Hideous Strength, A.K.A. Transhumanism

C.S. Lewis's classic science fiction tale is about the temptation to reject being human

C.S. Lewis’s 1946 science fiction novel That Hideous Strength is almost eighty years old now. Written during the throes of World War II, the novel is the culmination of Lewis’s cosmic trilogy, preluded by Out of the Silent Planet and Perelandra. There are hosts of other articles attending to the prescience of Lewis’s terrifying novel, and for good reason; That Hideous Strength is a warning against using technology to dehumanize people and ultimately cripple the world into submission. It’s a great book as a novel, but it seems especially appropriate to revisit in lieu of the growing interest in transhumanism and the rapid acceleration of AI development. It feels like much of the talk on AI in recent months involves Read More ›

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person talking with robotic ai.futuristic technology or machine learning concepts.Generative ai technology

AI Libel and Responsibility 

What happens when ChatGPT doesn’t just generate false information but also slanderous and potentially harmful responses? And in legal matters, who is responsible for AI? Robert J. Marks and legal expert Richard W. Stevens discuss these topics and more in this week’s podcast episode. Additional Resources

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stained glass window

AI Plays the Reverend

An AI chatbot gave a sermon at a church in Germany, allegedly telling congregants "not to fear death."

An AI chatbot gave a sermon at a church in Germany, allegedly telling congregants “not to fear death.” University of Vienna theologian and philosopher Jonas Simmerlein was responsible for the service and for giving the ChatGPT bot its prompts. Talk about eerie. Even churches are starting to incorporate AI into their homilies. Simmerlein noted that overall the chatbot gave “a pretty solid service,” and included psalms, prayers, and also mentions of climate change and Ukraine. Not all the congregants got the same impression. Per the report from Fox News, in conjunction with the Associated Press, some church attendants felt put off by the chatbot’s mechanical and impersonal delivery. One woman expressed, “There was no heart and no soul,” Heiderose Schmidt, Read More ›

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Smartphone screen with smart home technologies on a blue backdrop. Internet of things isometric conceptual image. Digital Residence utilizing a mobile phone's fingerprint to get access to IOT systems

The LLM Deep Fake—Follow the Money

Hype sells. Just look at what's happening with AI

Large language models (LLMs) are far more impressive now than they were just a few months or a year ago. Compare these exchanges I had with GPT-3 in June 2022 and with ChatGPT two days ago: Gary:          Can I improve my test scores if I study after taking the test? GPT-3:        That’s a good question. I’m not sure if you can improve your test scores by studying after taking the test, but it couldn’t hurt to try! ChatGPT:   Studying after taking a test is unlikely to directly improve your scores on that particular test since the test has already been completed. Once a test is finished, the opportunity to answer questions and provide responses has passed. However, studying after taking Read More ›

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Say What? AI Doesn’t Understand Anything 

Is that supposed to be a cat, Mr. AI?

Whenever I look at AI generated content, whether it be pictures or text, they all have the same flaw. The AI cannot comprehend what it is making.  Let me explain.  When we humans draw a picture, we are drawing a concept. We are drawing something like “cat climbs a tree” or “cowboy riding into the sunset”. It seems like this is what is happening with a picture drawing AI. We give it a prompt, and it draws an associated picture.  On second thought, maybe not…  When AI draws the picture, what is really going on is it is finding individual-colored pixels that correlate with the letters we typed in its massive database stored in the neural network. Very different than how we draw. We Read More ›

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Thinker man 3D illustration. The Thinker Statue by the French Sculptor Rodin.

Moving On to Breaking Google’s Bard

These AI systems lack the uniquely human capacity of self-transcendence

I’ve finally started playing around with Google Bard. With self-referential sentences, it seems even more at sea than ChatGPT. Here is an exchange from May 18: Me: Consider the following six sentences: This is the first sentence. Ignore this sentence. Why are these sentences being written down? The second sentence has exactly three words. The fifth sentence has at least twenty words. This, along with the preceding five sentences, have fewer than twenty times twenty words. Which of these last six sentences has a truth value and which are true? Bard: The last six sentences have the following truth values: The second sentence is false because it has 5 words, not 3. The fifth sentence is true because it has Read More ›

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Light bulb Global Internet connection. Business global internet connection application technology and digital marketing, Financial and banking, Digital link tech, big data,  bulb, light, energy, lamp,

Review of “Power and Progress: Our Thousand-Year Struggle Over Technology and Prosperity”

This new book on tech, AI, and economic prosperity by Daron Acemoglu and Simon Johnson is incredibly timely

This book by two MIT economists is very timely because the world is now dealing with the latest in the “Thousand Year Struggle,” in the form of artificial intelligence, the claims that many white-collar jobs will be automated, OpenAI’s call for regulation, and the possibility that AI will bring a further concentration of power among the big tech companies. Much of the book sets the stage for this discussion by summarizing the history of technology. This review focuses on the economic and social impact of automation and information technology over the last 50 years. For instance, “the distribution of income between capital and labor began to change significantly in the late 20th century. While throughout most of the century, about Read More ›

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video wall with multimedia images on different television screens, generative ai

AI Still Struggles to Take Out the Trash

How good is AI at content moderation?

How good is AI at content moderation? Also, why haven’t tech companies improved at filtering bad content? A new article at MIT Technology Review goes into some of the details of AI, content moderation, and the struggle tech companies have with “bad actors.” In particular, Large Language Models (LLMs) like ChatGPT still struggle with capturing the nuance and context of language; therefore it seems unlikely that AI will totally replace human content moderators. Tate Ryan-Mosley writes, Large language models still struggle with context, which means they probably won’t be able to interpret the nuance of posts and images as well as human moderators. Scalability and specificity across different cultures also raise questions.  -Tate Ryan-Mosley, Catching bad content in the age Read More ›

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Depressed teenager browsing the internet on his mobile phone as he is lying on his bed in the dark.

Artificial Intelligence, Artificial Wisdom

What manner of harms are we creating?

By Tom Gilson Richard Stevens’ May 11 Stream article, “AI Legal Theories,” suggests we consider making Artificial Intelligence companies legally responsible for the harms they cause. We do that already with consumer products, so in principle it should be possible to do the same with AI. Enforcement would be by civil law. Injured parties would presumably be given standing to sue the source of the harm without having to prove negligence. That gets us somewhere, but not far enough. It settles the question of who is legally responsible. But responsible for what? Specifically, what will we call harm? Who will decide? Based on what standard of wisdom? Stevens gives this example of harm, citing an earlier Stream article by Robert J. Marks: “The Snapchat ChatGPT-powered Read More ›

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schreibmaschine alt jahrgang retro schriftsteller

Hollywood Writers vs. AI

The Writers Guild of America doesn't want AI stealing their jobs

I smell something rotten in the heart of Hollywood. So do a lot of screenwriters, actors, and directors. And you probably already have seen the headlines about the Writers Guild of America (WGA) going on strike, largely due to Hollywood studios’ apparent openness to using AI to generate scripts. It feels inevitable looking back, with the introduction and consequent explosion of OpenAI’s ChatGPT, that we would quickly arrive at a place where people like screenwriters are demanding job security. New AI systems have challenged a lot of different sectors, from visual art to journalism, but right now, the WGA strike is at the forefront of the conversation and continues to rage. Maggie Harrison of Futurism reports that a good many Read More ›

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Metaverse technology concept

Sorry Mark, but the Metaverse Failed

The metaverse was supposed to change everything. Now it feels like an old fantasy project

The metaverse was supposed to change everything. That was the claim, at least. A couple of years ago it was very much the talk of the town in Silicon Valley and became Mark Zuckerberg’s choice darling, but it now seems that Big Tech’s affair with virtual reality was short-lived, or at least will need to be shelved for the foreseeable future. Why? What happened? Well, a couple of things. First of all, the economy slowed down, COVID hit, and later, executives wanted workers to return to the office for work. The metaverse was supposed to be a way to achieve total remote work, but apparently, not every company is interested in that setup. Combined with major layoffs at Zuckerberg’s Meta, Read More ›