Mind Matters Natural and Artificial Intelligence News and Analysis

TagOpenAI

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Observing and Communing

What human art and literature do that AI can't

AI image generators like Midjourney or DALL-E are generally adept at capturing the accuracy of the human form. The concerns over copyright, job infringement, and general degradation of the visual arts via such AI are ongoing concerns for many artists and practitioners. However, a new New Yorker article by Kyle Chayka identifies a noticeable flaw in AI artwork: human hands. Missing the Big Picture Chayka begins by recalling an art class where he was asked to draw his own hand. It’s an assignment for beginners, and as behooves a novice, tempts the artist to focus more on the specific contours of the hand instead of the overall structure and form. The forest gets lost in the trees, so to speak. Read More ›

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Man standing in a high place looking up in wonder to the Milky Way galaxy. Small silhouette of a man under the Milky Way and the magical starry sky. Concept of human smallness.

Time for Artificial General Intelligence? Not So Fast, OpenAI

OpenAI CEO is ambitious about the company's direction, but are his hopes profoundly misguided?

OpenAI CEO Sam Altman is ambitious about his company’s future, promising the world that they are developing “artificial general intelligence” (AGI) that will supposedly compete with human intelligence, per a recent Futurism piece. However, the ambition is misguided. Or more than that, the ambition is simply delusional. AI is “not even close” to attaining the creativity and intelligence of human beings, and Altman shouldn’t be parading OpenAI products as if it is. Victor Tangermann writes, In reality, however, LLMs have a very long way to go until they’re able to compete with the intellect of a human being — which is why several experts are calling foul on Altman’s recent blog post, calling it meaningless and misleading. After all, AGI Read More ›

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portrait of a woman in a black hat on a black background black and white photo

Photographer Who Used Midjourney Calls His Own Bluff

The lifelike portraits gained attention, but alas, weren't real

Joe Avery started posting portraits on his Instagram page in 2022, getting attention and gaining followers at a surprising pace. His pictures were aesthetically pleasing, rendered in black and white, and given captions that assumed the faces in the pictures were legitimately human except, oops. Turns out, they were all AI-generated. Richard Whiddington writes at Artnet News, The problem, one Avery struggled to disclose to his 28,000 followers, was that he was creating the images using Midjourney, an A.I. image generator. Avery made the images by entering a text prompt into Midjourney and then fine-tuning them using Photoshop.” -Richard Whiddington, A Photographer Who Found Instagram Fame for His Striking Portraits Has Confessed His Images Were Actually A.I.-Generated (artnet.com) Avery claimed the images Read More ›

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image of robot book dark background

Separating Fact from Fiction?

This sci-fi journal is being flooded with A.I. generated submissions

The major science fiction/fantasy magazine Clarkesworld recently announced that it will be closing submissions for the foreseeable future. Why? A.I. generated stories. The magazine has long been the recipient of open submissions and is interested in publishing new voices, but because of an influx of poor A.I. written works, is now overwhelmed. Editor Neil Clarke wrote on Twitter, “Submissions are currently closed. It shouldn’t be hard to guess why.” Clarke said the closure wouldn’t be definite, but also noted with some severity that this will be an ongoing problem and that there’s no evident solution in sight at the moment. He continued in the Twitter thread: We have some ideas for minimizing it, but the problem isn’t going away. Detectors Read More ›

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Does New A.I. Live Up to the Hype?

Experts are finding ChatGPT and other LLMs unimpressive, but investors aren't getting the memo

Original article was featured at Salon on February 21st, 2023. On November 30, 2022, OpenAI announced the public release of ChatGPT-3, a large language model (LLM) that can engage in astonishingly human-like conversations and answer an incredible variety of questions. Three weeks later, Google’s management — wary that they had been publicly eclipsed by a competitor in the artificial intelligence technology space — issued a “Code Red” to staff. Google’s core business is its search engine, which currently accounts for 84% of the global search market. Their search engine is so dominant that searching the internet is generically called “googling.” When a user poses a search request, Google’s search engine returns dozens of helpful links along with targeted advertisements based on its knowledge of the Read More ›

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Love at First Click? A Creepy Conversation With Bing’s Chatbot

New York Times tech journalist thinks AI has crossed a line

The new Bing bot is freaky. Kevin Roose is a technology reporter for The New York Times and wrote a piece today detailing his “conversation” with Bing new’s chatbot. To put it simply, it was weird. The chatbot diverged from its initial informational output and ended up introducing itself as “Sydney” and then “confessed its love” for Roose. He writes, For much of the next hour, Sydney fixated on the idea of declaring love for me, and getting me to declare my love in return. I told it I was happily married, but no matter how hard I tried to deflect or change the subject, Sydney returned to the topic of loving me, eventually turning from love-struck flirt to obsessive Read More ›

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Is It Worth Having ChatGPT Janitors to Clean Up Its Toxic Content?

This piece by Mathew Otieno originally appeared at MercatorNet (February 8th, 2023) and is republished here under a Creative Commons License. Ever since OpenAI’s ChatGPT chatbot burst out into the limelight late last year, its popularity has grown by leaps and bounds. By the end of January 2023, according to a report from UBS, a bank, ChatGPT had garnered over 100 million monthly active users, beating all social media sites as the fastest consumer internet service to achieve that distinction. Unsurprisingly, in lockstep with its growing popularity, controversies have also started dogging the company. For instance, in mid-January, Time magazine published a bombshell report about how OpenAI sub-contracted Kenyan workers earning less than US$2 per hour to label toxic content, like violence, sexual abuse and hate speech, to be used to train Read More ›

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Human vs Robots concept. Technological revolution. Unemployment in the digital world. Symbol of future cooperation, technology advance, innovation. Businessman flips wood cubes human to robot symbols.

GPT-3 Versus the Writers at Mind Matters

How does the AI fare when it is asked to write on topics covered in Mind Matters articles?

In order to give a real-world comparison of the output of GPT-3 to human-written writing, I decided it would be a fun activity to see how OpenAI’s GPT-3 compares to Mind Matters on a variety of topics that we cover.  Here, we are using OpenAI’s direct API, not ChatGPT, as there is a lot of evidence that ChatGPT responses have a human-in-the-loop.  Therefore, we are going to focus on the outputs from their API directly. I used several criteria for article selection in order to even the playing field as much as possible.  For instance, I only chose articles that did not depend on recent events.  This way, GPT-3 is not disadvantaged for not having up-to-date material.  However, I also Read More ›

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Drone Sunrise in Princeton New Jersey

Princeton Student Develops AI Detector App

Software engineers are finding creative ways to regulate and detect ChatGPT

A 22-year-old student from Princeton, Edward Tian, has designed an app to discern whether text is human or AI generated. The tool, GPTZero, is already garnering interest from potential investors and will come as a sigh of relief to teachers and others who are worried about the advanced abilities of ChatGPT, OpenAI’s new text generator. According to a piece from Fast Company, Tian says his tool measures randomness in sentences (“perplexity”) plus overall randomness (“burstiness”) to calculate the probability that the text was written by ChatGPT. Since tweeting about GPTZero on January 2, Tian says he’s already been approached by VCs wanting to invest and will be developing updated versions soon.” Megan Morrone, Was this written by a robot? These tools help detect AI-generated text (fastcompany.com) Read More ›

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Young african male programmer writing program code sitting at the workplace with three monitors in the office. Image focused on the screen

How are Developers Using OpenAI’s Tools in their Software?

There are several interesting uses of the new AI tools, but time will tell which ones take off

OpenAI has released two major tools for developers to make use of GPT-3 and DALL-E.  GPT-3 is the radical new text generation tool, which generates large or small amount of texts from simple prompts.  It can also classify text into categories  GPT-3’s text-generation system forms the core of OpenAI’s new chatbot, ChatGPT.  DALL-E is an image generation tool, which creates images from text prompts.  Together, these two tools provide today’s state-of-the-art in AI-based content generation. So how are developers making use of these new features?  Today we are looking at several ways that these tools have been put to use. Basic Content Generation The core of GPT-3 is generating content from prompts.  Whether for making blog posts, writing summaries, or Read More ›

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Digital chatbot, robot application, conversation assistant, AI Artificial Intelligence concept.

Note to Parents: Grooming and Wokeness Are Embedded in Chatbots

With or without tuning, all AI chatbots are biased one way or another. AI without bias is like water without wet

First impressions of a person can be wrong. Further interactions can reveal disturbing personality warts. Contrary to initial impressions, we might find out they lie, they are disturbingly woke,  they can’t do simple math, their politics is on the extreme left, and they have no sense of humor or common sense.   I have just described Open AI’s GPT3 chatbot, ChatGPT. Initially, users are gobsmacked by the its performance. Its flashy prose responses to simple queries look amazing.  But become roommates with the chatbot for a few hours and its shortcomings become evident .  It can’t get its facts straight, can’t do simple math problems, hates Donald Trump, and is being groomed to be “woke.” Its performance warts are so numerous that Bradley Center Senior Fellow Gary N. Smith hoists a Read More ›

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Chatbots: Still Dumb After All These Years

Intelligence is more than statistically appropriate responses

This story, by Pomona College business and investment prof Gary Smith was #6 in 2022 at Mind Matters News in terms of reader numbers. As we approach the New Year, we are rerunning the top ten Mind Matters News stories of 2022, based on reader interest. At any rate: “Chatbots: Still dumb after all these years.” (January 3, 2022) In 1970, Marvin Minsky, recipient of the Turing Award (“the Nobel Prize of Computing”), predicted that within “three to eight years we will have a machine with the general intelligence of an average human being.”  Fifty-two years later, we’re still waiting. The fundamental roadblock is that, although computer algorithms are really, really good at identifying statistical patterns, they have no way of Read More ›

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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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Chatbot / Social Bot mit Quellcode und Keyboard

Why GPT-3 Can’t Understand Anything

Without long-term memory, human conversation becomes impossible

There is a mathematical reason why machine learning systems like GPT-3 are incapable of understanding. The reason comes down to the fact that machine learning has no memory. It is just probabilistic associations. If there is only a 10% chance of going off topic, then after just seven exchanges there is a greater than 50% chance the machine learning model has gone off topic. The problem is that when prediction is just based on probabilities, the likelihood of making a misprediction increases exponentially. A long-term memory is needed in order to maintain long-term coherence. GPT-3 is essentially a sophisticated Markov process. What is important about the Markov process is that the next step in the process is only dependent on Read More ›

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AI Companies Are Massively Faking the Loophole in the Turing Test

I propose the Turing Test be further strengthened by presuming a chatbot is human until proven otherwise

Computer pioneer Alan Turing was posed the question, how do we know if an AI has human like intelligence? He offered his famous Turing test: If human judges cannot differentiate the AI from a human, then it has human-like intelligence. His test has spawned a number of competitions in which participants try to fool judges into thinking that a chatbot is really a human. One of the best-known chatbots was Eugene Goostman, which fooled the judges into thinking it was a 13-year-old boy — mostly by indirection and other distraction techniques to avoid the sort of in-depth questioning that shows that a chatbot lacks understanding. However, there is a loophole in this test. Can you spot the loophole? What better Read More ›

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Positive girl resting on the couch with robot

Soylent AI is…people!

OpenAI advertises itself as AI-powered, but at the end of the day, the system is human-powered

In the sci-fi movie, “Soylent Green,” the big reveal is that a food called soylent green is actually made from human beings, the catchphrase being “soylent green is people.” Likewise, as I discovered from a recent exchange with OpenAI’s GPT-3, “soylent AI is people.” GPT-3 is the product of AI company OpenAI. The company made headlines in 2019 with the claim that their AI model was too dangerous to publicly release. OpenAI is not a mere research company. While their publicly stated goal is fairly modest – “Aligning AI systems with human intent” – their CEO Sam Altman has bigger plans. He left his very successful role as president of Y Combinator, one of Silicon Valley’s most successful venture capital Read More ›

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The AI Illusion – State-of-the-Art Chatbots Aren’t What They Seem

GPT-3 is very much like a performance by a good magician

Artificial intelligence is an oxymoron. Despite all the incredible things computers can do, they are still not intelligent in any meaningful sense of the word. Decades ago, AI researchers largely abandoned their quest to build computers that mimic our wondrously flexible human intelligence and instead created algorithms that were useful (i.e., profitable). Despite this understandable detour, some AI enthusiasts market their creations as genuinely intelligent. For example, a few months ago, Blaise Aguera y Arcas, the head of Google’s AI group in Seattle, argued that “statistics do amount to understanding.” As evidence, he cites a few exchanges with Google’s LaMDA chatbot. The examples were impressively coherent but they are still what Gary Marcus and Ernest Davis characterize as “a fluent spouter of bullshit” because computer algorithms Read More ›

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Artificial neuron in concept of artificial intelligence. Wall-shaped binary codes make transmission lines of pulses, information in an analogy to a microchip.

Can AI Really Be “Slightly Conscious”? Can Anyone?

It’s rare to see popular media actually call out nonsense re artificial intelligence. Here’s is what it looks like when it happens

On February 9, Ilya Sutskever,co-founder of fake text generator OpenAI, made a claim that was frothy even for Twitter: “it may be that today’s largest neural networks are slightly conscious.” it may be that today’s large neural networks are slightly conscious — Ilya Sutskever (@ilyasut) February 9, 2022 Well, “slightly conscious” is like being “slightly pregnant” or “slightly dead.” While Sutskever didn’t name any specific developments, he was likely referring to huge natural language processing systems like OpenAI’s enormous GPT-3 which can translate, answer questions, fill in missing words, and generate fake news. No thought process is involved. The system approximates vast masses of actual instances of language use. The more stereotyped the language use is, the easier it is Read More ›

Customer service and support live chat with chatbot and automati

Chatbots: Still Dumb After All These Years

Intelligence is more than statistically appropriate responses

In 1970, Marvin Minsky, recipient of the Turing Award (“the Nobel Prize of Computing”), predicted that within “three to eight years we will have a machine with the general intelligence of an average human being.”  Fifty-two years later, we’re still waiting. The fundamental roadblock is that, although computer algorithms are really, really good at identifying statistical patterns, they have no way of knowing what these patterns mean because they are confined to MathWorld and never experience the real world. As Richard Feynman famously explained, there is a fundamental difference between labeling things and understanding them: [My father] taught me “See that bird? It’s a brown-throated thrush, but in Germany it’s called a halsenflugel, and in Chinese they call it a chung ling and even Read More ›

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Cyber security concept.

The 2020 AI Dirty Dozen Hyped Stories: Countdown by Bradley Center Brain Trust Members

Is AI fundamentally flawed? Can Elon Musk merge man with machines? Will there ever be self-driving cars? Join us as we revisit the top 12 most over-hyped stories in artificial intelligence from 2020 with Robert J. Marks, Jonathan Bartlett, and Eric Holloway. Show Notes Additional Resources