Mind Matters Natural and Artificial Intelligence News and Analysis

CategoryArtificial Intelligence

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Diversity And Inclusion. Business Employment Leadership

Universal Design and Artificial Intelligence

Do AI systems serve us all?

An elderly couple I know recently sold their home and became renters. They thought they had sold their house for a good price, but I am not so sure. I am pretty sure they were swindled by a smooth sales pitch from one of those home-buying companies that are buying up so many homes. They had been homeowners, paying off their mortgage and getting the benefit of the rising value of their home. Now, they are renters, helping to pay their landlord’s mortgage and increasing his net worth. All this got me thinking about universal design and artificial intelligence (AI). Universal design is the discipline of designing products and services for as large a part of the population as possible. Read More ›

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Red Pill Blue Pill concept. The right choice the concept of the movie matrix. The choice of tablets

Matrix Resurrections: What Does Existence Outside of Time Mean?

Call me a sentimental child, but I liked watching Neo and Trinity fly off into the sunset. I liked watching them fly in the same way those random birds kept flying in a circle. Did it make sense?

For all the latest Matrix movie’s faults The Matrix: Resurrections it tried to play with an interesting concept, the difference between linear speed and time. In the previous two reviews, we discussed Trinity becoming the One, the merit behind the writer’s decision, and one of the fatal flaws within the Matrix series as whole, which is technology being used as an ambiguous magic system rather than a system with clearly defined rules. This time we’ll discuss the movie’s villain, the The Analyst. I vacillated about this character, unable to make up my mind about whether or not the Analyst was a worthy addition to the series. To be honest, I’m still not sure, but I’m leaning toward yes because of Read More ›

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Social Media Content Moderator Sues TikTok for PTSD

Social media moderators protect users from graphic content, but who protects the moderators?

A social media content moderator is suing TikTok, a popular video app, for psychological trauma developed from 12-hour shifts moderating endless graphic videos. Candie Frazier works for Telus International, a Canadian contracting firm providing moderation services to social media apps like TikTok. Frazier filed a complaint with the California Central District Court in December, alleging that TikTok and parent company ByteDance do not provide enough support for the psychological wellbeing of their contracted moderators, whose job it is to remove violent, graphic, and otherwise inappropriate content from the platform. TikTok’s popularity exploded in the aftermath of pandemic lockdowns, especially among millennials and Generation Z. As of September, TikTok reported 1 billion users every month. In her complaint, Frazier explains that Read More ›

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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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Modern cyber woman with matrix eye

The Matrix Resurrections: Technology as a Soft Magic System

Stakes and believability are connected, especially when it comes to science fiction. Last time, we discussed the most controversial element of the The Matrix: Resurrections , as well as the meta narrative Lana Wachowski set out to establish at the beginning of the film. Now, the Matrix Resurrections is much better than The Matrix Reloaded (2003) and The Matrix Revolutions (2003) because it, at least, brings the original trilogy full circle. That being said, there are loads of problems, and many of them are issues I’ve already discussed in reviews of the earlier films First, we have the pacing issue. Wachowski says too much too fast. This time, we’re not getting conflicting narratives that are confusing the plot but rather Read More ›

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Beautiful woman undecided which man to choose

New: AI Learns to Simulate Common Sense

It is a simulation because the AI can perform the task but does not “understand” what the concepts mean

Paul Allen, a co-founder of Microsoft, was concerned AI had no common sense. In early 2018, Allen said “AI still lacks what most 10-year-olds possess: ordinary common sense.” He continued, “If we want AI to approach human abilities and have the broadest possible impact in research, medicine and business, we need to fundamentally advance AI’s common sense abilities.” Billionaire Allen coughed up $125 million and founded the Allen Institute for Artificial Intelligence in Seattle. I believed that AI would never simulate common sense but always left the door open. Unlike understanding, creativity and sentience, common sense could possibly be computable. There was no indication that common sense was non-algorithmic. And now AI has simulated common sense. The classic test for Read More ›

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3d rendering of Human cell or Embryonic stem cell microscope background.

Are the Brain Cells in a Dish That Learned Pong Conscious?

Human-derived organoids learned faster than AI and always outperformed mouse-derived organoids in terms of volley length, raising troubling questions

Recently, science media were abuzz with a remarkable story about minibrains (mouse and human brain cells in a dish) learning to play the video game Pong: Scientists have successfully taught a collection of human brain cells in a petri dish how to play the video game “Pong” — kind of. Researchers at the biotechnology startup Cortical Labs have created “mini-brains“ consisting of 800,000 to one million living human brain cells in a petri dish, New Scientist reports. The cells are placed on top of a microelectrode array that analyzes the neural activity. “We think it’s fair to call them cyborg brains,” Brett Kagan, chief scientific officer at Cortical Labs and research lead of the project, told New Scientist. Tony Tran, Read More ›

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Movie at cinema concept. 3D glasses with red and blue lenses with soft colored shadow on dark background.

The Matrix Resurrections: The Studio Is Making Us Do This!

Mark Zuckerberg, eat your heart out. If there is one word to describe this movie, that word is Meta.

Let’s address the most contentious issue first. This movie isn’t great, but it’s not The Last Jedi bad. Matrix fans aren’t going to be storming the gates in protest, because their beloved characters were assassinated for “the message.” It’s true that Neo is nerfed so that Trinity can take his place. This is annoying because, as I’ve said before, nobody wants to see a Dragon Ball Z spectacle featuring Neo’s powers just so the poor sap could die in obscurity because nothing he did mattered anyway. They didn’t do this, and that is to the writer’s credit. If there was anybody who deserved a deus ex machina sent by the Social Justice Warriors from on high, it was Trinity. Her Read More ›

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Red arrows to go left or to go right

What If Your Schooling Meant an AI Telling You What To Do?

Lee and Chen are techno-optimists. They recognize the benefits of innovative technologies while acknowledging its inherent limitations and societal costs

Author, CEO of Sinovation Ventures, and former head of Google China, Kai-Fu Lee, shared with COSM 2021 his predictions for the future of AI. His presentation drew from his book AI 2041: Ten Visions for Our Future, co-authored with prominent science fiction writer Chen Quifan. AI 2041 offers seven short stories that explore the ethical and societal implications of machine-learning technologies on various industries, such as manufacturing, art, and education. The last three chapters address potential societal and geopolitical issues raised by artificial intelligence. Each short story includes an “analysis” section, authored by Lee, which delves into the issues raised by the story and its characters. Lee and Chen are techno-optimists. They recognize the benefits of innovative technologies while acknowledging Read More ›

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Red Pill Blue Pill concept. The right choice the concept of the movie matrix. The choice of tablets

The Matrix Trilogy: Some Final Thoughts

I enjoyed the films and am looking forward to the Matrix Resurrections but there are some things I need to say as a reviewer

While waiting for The Matrix: Resurrections, December 22: I admit, I’ve given this trilogy a hard time. But I do actually enjoy the films… when I’m not thinking about them. There are some good elements, and I want to point those out before going further. First of all, the relationship between Neo and Trinity is solid. It develops with the trilogy and we don’t have to suffer through a bunch of “will they?/won’t they?” tropes. A viewer can get invested in their relationship, so it hurts when Trinity dies. I appreciate any film where this risk is taken, instead of breaking up the characters and then getting them back together just so the writers don’t have to show the relationship’s Read More ›

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AI(Artificial intelligence) concept.

Understanding the de Facto Cold War With China

High tech is currently a battlefield between freedom and totalitarianism

In “Hyping Artificial Intelligence Hinders Innovation” (podcast episode 163), Andrew McDiarmid interviewed Erik J. Larson, programmer and author of The Myth of Artificial Intelligence (Harvard University Press, 2021) on the wrong path he thinks some analysts are taking in terms of what machines can and can’t do. Plus they discussed Alan Turing’s change of heart. Then they looked at the critical fact that Big Data can easily be the enemy of new ideas. And now, the future …? https://episodes.castos.com/mindmatters/34ce0d74-aa74-4ad9-9599-e9ddf2be56a7-Mind-Matters-News-Episode-163-Erik-Larson-.mp3 This portion begins at roughly 38:23 min. A partial transcript and notes, Show Notes, and Additional Resources follow. They began with: How do we determine that we are not simply manipulated by social media? Larson recommended a book by computer scientist Read More ›

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Analytics data big business intelligence background bi

Why Big Data Can Be the Enemy of New Ideas

Copernicus could tell us how that works: Masses of documentation entrench the old ideas

In “Hyping Artificial Intelligence Hinders Innovation” (podcast episode 163), Andrew McDiarmid interviewed Erik J. Larson, programmer and author of The Myth of Artificial Intelligence (Harvard University Press, 2021) on the wrong path in terms of what machines can and can’t do. Now they look at the critical fact that Big Data can easily be the enemy of new ideas. https://episodes.castos.com/mindmatters/34ce0d74-aa74-4ad9-9599-e9ddf2be56a7-Mind-Matters-News-Episode-163-Erik-Larson-.mp3 This portion begins at roughly 30:00 min. A partial transcript and notes, Show Notes, and Additional Resources follow. Andrew McDiarmid: Are there lessons about the ethics of innovation from the past that would be useful to us today? Can you think of anything they learned about innovation in the past that we could really learn from as we’re innovating today? Read More ›

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Turing machine close-up

Did Alan Turing’s Change of Heart Set AI on the Wrong Path?

Erik Larson, author of The Myth of Artificial Intelligence, thinks Turing lost track of one really important way minds differ from machines

In the earlier part of this episode of “Hyping Artificial Intelligence Hinders Innovation” (podcast episode 163), Andrew McDiarmid interviewed Erik J. Larson, author of The Myth of Artificial Intelligence (Harvard University Press, 2021) discussed the big switch in computer science, roughly around 2000, from deductive to inductive logic — because Big Data made inductive logic more productive. Now they look at what machines still can’t do: This portion begins at about 12:39 min. A partial transcript and notes, Show Notes, and Additional Resources follow. Andrew McDiarmid: I found some of your podcasts on the web and in one of them you say, “I don’t know what a mind is, but I know what a machine is.” So how does that Read More ›

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Big data futuristic visualization abstract illustration

How AI Changed — in a Very Big Way — Around the Year 2000

With the advent of huge amounts of data, AI companies switched from using deductive logic to inductive logic

In “Hyping Artificial Intelligence Hinders Innovation” (podcast episode 163), Andrew McDiarmid interviewed Erik J. Larson, author of The Myth of Artificial Intelligence: Why Computers Can’t Think the Way We Do (2021) (Harvard University Press, 2021) on the way “Machines will RULE!” hype discredits — and distracts attention from — actual progress in AI. Erik Larson has founded two two DARPA-funded artificial intelligence startups. Inthe book he urges us to go back to the drawing board with AI research and development. https://episodes.castos.com/mindmatters/34ce0d74-aa74-4ad9-9599-e9ddf2be56a7-Mind-Matters-News-Episode-163-Erik-Larson-.mp3 This portion begins at 01:59 min. A partial transcript and notes, Show Notes, and Additional Resources follow. Andrew McDiarmid: Can you paint a picture first for us of what the AI landscape looks like today and why it’s not Read More ›

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Modern cyber woman with matrix eye

The Matrix Revolutions (2003) Spins Out of Control

In Part I of this review of the third film in The Matrix trilogy — anticipating The Matrix: Resurrections (December 22) — we bring you up to date on the story

Recently, I’ve been reviewing — and reminiscing, if you like — The Matrix (1999) and The Matrix Reloaded (2003). After all, The Matrix: Resurrections opens December 22. Although I find the plots disjointed so far, I can at least provide you with a cheat sheet for what happened earlier. Now let’s see what happens in the third film in the turn-of-the-millennium trilogy, The Matrix Revolutions (2003). Alas, the confusion continues. The movie opens with our lead characters discovering that Neo is not in a coma after all but has been taken to a zone between the Matrix and the real world; think digital purgatory. How does this happen? We don’t know. How can Neo be taken anywhere when he’s not Read More ›

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High Angle View Of Railroad Tracks

Iron Law of Complexity: Complexity Adds But Its Problems Multiply

That’s why more complexity doesn’t mean more things will go right; without planning, it means the exact opposite. The math is scary

In “Bad news for artificial general intelligence” (podcast Episode 160), Justin Bui and Sam Haug from Robert J. Marks’s research group at Baylor University joined him for a look at how AI can go wrong — whether it’s an inconsequential hot weather story or imminent nuclear doom. Now, in Episode 161, they start by unpacking the significance of an ominous fact: When we increase complexity by adding things, we multiply the chances of things going wrong. Never mind getting an advanced machine to solve all our problems; it can’t solve its own: A partial transcript and notes, Show Notes, and Additional Resources follow. Robert J. Marks: I recently vetoed a family member’s suggestion that we put a lock on our Read More ›

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African Clawed Frog (Xenopus laevis)

Is the Age of the Living, Self-Replicating Robot at Hand? No.

Stem cells naturally reproduce themselves. The researchers working with frog stem cells merely found, via algorithms, one configuration that works better

Recently, the sci-fi dream of self-replicating robots has been in the news, thanks to the University of Vermont, Tufts University, and the Wyss Institute for Biologically Inspired Engineering at Harvard. A recent experiment with frog cells was hailed by news outlets as disparate as CNN (“World’s first living robots can now reproduce, scientists say”) and Daily Wire (“American Universities Create First ‘Self-Replicating Living Robots’”). And it was also debunked by Ars Technica: (“Interesting research, but no, we don’t have living, reproducing robots”). So what’s really happening? Self-replication is a very tricky problem of information. To truly self-replicate, an organism must completely copy the information necessary for function. Seems simple enough but it introduces a conundrum. For the organism to copy Read More ›

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iot smart automotive Driverless car with artificial intelligence combine with deep learning technology. self driving car can situational awareness around the car, letting it navigate itself 360 degree

When AI Fails, the Results Are Sometimes Amusing. Sometimes Not.

Robert J. Marks, Justin Bui, and Samuel Haug examine five instances where AI went wrong, sometimes on the world stage

Even if artificial general intelligence (AGI) could be achieved, a problem looms: The more complex a system is, the more can go wrong. If a computer could really match human thinking, a great deal could go wrong. In “When AI goes wrong” (podcast 160), Walter Bradley Center director Robert J. Marks is joined once again by members of his research group, Justin Bui and Samuel Haug, who is a PhD student in computer and electrical engineering. The topic is, what happens if AI starts behaving in bizarre and unpredictable ways? https://episodes.castos.com/mindmatters/f5d26d44-cb33-4736-bc75-f95bd8f3ae5f-Mind-Matters-Episode-160-Haug-and-Bui-Episode-2-rev1.mp3 A partial transcript and notes, Show Notes, and Additional Resources follow. Robert J. Marks: Okay. I want to start out with Paul Harvey’s The Rest of the Story. Either Read More ›

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military robot and skulls of people. Dramatic apocalypse super realistic concept. Rise of the Machines. Dark future. 3d rendering.

The Matrix Reloaded (2003) Just Did Not Load Properly

Although the second part of the Matrix trilogy offers interesting ideas and exciting action, the confusing plot obscures the concepts it should explore

What a mess of a story is The Matrix Reloaded (2003) — the second part of the Matrix (1999) trilogy, in which the world we know turns out to be a simulation created by AI intelligences. We met some of the characters in the first part, The Matrix (1999), reviewed here. But then what happened? First, we’re introduced to the new technician, Link, but no one explains where his predecessor Tank went. Then Zion (“the last human city, the only place we have left”) is introduced and there we find ourselves at the infamous Party Scene: To look at this techno-hedonistic rave, one might think we’ve entered volcano-challenged Pompeii of long ago. But this party is more reminiscent of the 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

Have a Software Design Idea? Kaggle Could Help It Happen for Free

Okay, not exactly. You have to do the work. But maybe you don’t have to invent the software

In a recent Mind Matters podcast, “Artificial General Intelligence: the Modern Homunculus,” Walter Bradley Center director Robert J. Marks, a computer engineering prof, spoke with Justin Bui from his own research group at Baylor University in Texas about what’s happening — and isn’t happening — in artificial intelligence today. The big story turned out to be all the free software you can use to advance your own projects. This time out, Dr. Bui focuses on what open source (free) Kaggle software can do for you, including competitons. Call it science non-fiction, if you like… https://episodes.castos.com/mindmatters/d4505b4a-de80-40ae-a56c-2636563f3453-Mind-Matters-Episode-159-Justin-Bui-Episode-1-rev1.mp3 This portion begins at 12:58 min. A partial transcript and notes, Show Notes, and Additional Resources follow. Justin Bui: Kaggle is owned by Google; I Read More ›