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Fake intelligence not intelligent

Similar to the junk science being peddled at present to torture parents blame autism on Tylenol, as in it would be a terrible and cruel metaphor except that it’s actually happening.

Transpose that idiocy (generous interpretation) onto a much larger scale and you have the new dance craze known as AI. Well, the media is dancing, nonstop.

You can follow the money, and it just doesn’t make sense.

Check out the imagery, actually do not do that. It started as slop and it’s getting worse.

But science!, one might say. Surely, there are infinite uses! And there may be some for data set analyses on a massive scale – finding exoplanets and folding proteins. And yet, if we return to the most commonly propagated use case and raisin debt of the whole of the monstrous waste of natural resources as well as cash, it’s fake, broken turtles all the way down:

Gu and his team asked OpenAI’s ChatGPT, running on the GPT-4o model, questions based on information from 21 retracted papers on medical imaging. The chatbot’s answers referenced retracted papers in five cases but advised caution in only three. While it cited non-retracted papers for other questions, the authors note it may not have recognized the retraction status of the articles. In a study from August, a different group of researchers used ChatGPT-4o mini to evaluate the quality of 217 retracted and low-quality papers from different scientific fields; they found that none of the chatbot’s responses mentioned retractions or other concerns. (No similar studies have been released on GPT-5, which came out this August.)

The public uses AI chatbots to ask for medical advice and diagnose health conditions. Students and scientists increasingly use science-focused AI toolsto review existing scientific literature and summarize papers. That kind of usage is likely to increase. The US National Science Foundation, for instance, invested $75 million in building AI models for science research this August.

“If [a tool is] facing the general public, then using retraction as a kind of quality indicator is very important,” says Yuanxi Fu, an information science researcher at the University of Illinois Urbana-Champaign. There’s “kind of an agreement that retracted papers have been struck off the record of science,” she says, “and the people who are outside of science—they should be warned that these are retracted papers.” OpenAI did not provide a response to a request for comment about the paper results.

Quality indicators. Inventing a need for things the new thing said would no longer be necessary. Truly the wave of the future.

Be skeptical. Don’t abandon the ability to discern just yet.

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A stage play about climate change

Is it possible? Thanks to Flagpole for the coverage of the readings for my new project:

Suppose you, unlike most people, start taking climate change seriously. Suppose, too, that your skills lie in areas having to do with communication—you’re a writer, a publicist, a blogger; you interview people on television. So when you start taking something seriously, something as all-encompassing as climate change, you naturally begin thinking about how to share your climate concerns, which, you realize, should concern us all, but which you know are far from most people’s consciousness.

Climate change is so far from our everyday lives (and so near) that it is almost impossible for the finest scientific and academic minds to wake us up. But if you’re Alan Flurry, who has all the communication skills mentioned above, plus more (he’s a drummer), you’re still going to have a go at finding a vehicle that tries to bridge the wide gap between everyday and everywhere.

Alan’s solution is to write a play. You say that’s more likely to put them to sleep than wake them up. Nevertheless, a communicator communicates, and Alan has written a play about climate change, which will have a staged reading a couple of times next week, directed by Alexis Nichols.

Flurry uses the device of a play within a play, or actually several plays within a play. The main through-line belongs to the character known as “Director.” Director, you see, is staging a play and is at the point of read-throughs when he begins musing with Adam, one of the actors. In fact, Director, thanks to split staging and multiple time frames, is staging several plays, but the one foremost in his mind is about climate change. So, we’ve got all the plays in the process of production, but Director continues to bring us back to the main event—his preoccupation with climate change.

Continue reading…

Hopefully coming to stage near you in the near future.

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In Her Own Right

I’m reading this terrific book by Elizabeth Badinter, a little every day and it’s at once a great exercise and fascinating in its own right. The book is a history about the 18th century scholars and philosophers of the Académie française, their writing, quarrels, vanity and thirst for fame that led to all manner of behavior that looks positively decorous by today’s standards. The scientific nationalism she describes is curious but understandable in the context of the newtonians versus cartesians. Badinter had once petitioned the Mayor of Paris about Madame du Châtelet, who was known as Voltaire’s lover though Badinter insisted she should be known as France first female intellectual:

Educated at home, the young Émilie learned to speak six languages by the time she was twelve, and had lessons in fencing and other sports. Even from a young age she was fascinated most by science and math, much to her mother’s displeasure. Such interests were not viewed as proper for young ladies, and her mother even threatened to send her away to a convent. Fortunately, her father recognized her intelligence and encouraged her interests, arranging for her to discuss astronomy with prominent scientists he knew.

Émilie also had a flair for gambling, applying her talent at mathematics to give herself an advantage. She used her winnings to buy books and laboratory equipment for her scientific investigations.

When she reached age 18, she knew she had to get married, and she accepted the proposal of Marquis Florent-Claude du Châtelet, a distinguished army officer. This was a convenient arrangement for Émilie, because Châtelet was often away from home, leaving her free to indulge her interests in studying math and science on her own.

She was also free to carry on an affair with the writer Voltaire, one of the few men who appreciated her intelligence and encouraged her scientific pursuits. Émilie du Châtelet and Voltaire renovated Châtelet’s large estate house in the countryside. The house included several rooms for scientific equipment and space for experiments, and a large library holding over 20,000 books, more than many universities at the time.

Although she was frustrated at being excluded from scientific society and education because she was a woman, she was able to learn mathematics and science from several renowned scholars, including Pierre-Louis Maupertuis and Samuel Konig, by inviting them to her house.

In 1737, after several months of conducting research in secret, she entered a contest sponsored by the French Academy of Sciences on the nature of light, heat and fire, submitting her paper Dissertation sur la nature et la propagation du feu. In it she suggested that different colors of light carried different heating power and anticipated the existence of what is now known as infrared radiation. She did not win the contest, but her paper was published and was positively received by the scientific community.

She also developed a strong interest in the work of Isaac Newton, which was somewhat controversial at the time in France, where Cartesian philosophy was favored over Newton’s ideas. Émilie and Voltaire jointly wrote a book, Elements of Newton’s Philosophy, which explained Newton’s astronomy and optics in a clear manner for a wide French readership. Only Voltaire’s name appeared on the book, but he acknowledged her important role.

Émilie also worked on another manuscript, Foundations of Physics, in which she considered the philosophical basis of science and tried to integrate the conflicting Newtonian, Cartesian, and Leibnizian views.

One of her most important contributions to science was her elucidation of the concepts of energy and energy conservation. Following experiments done earlier by Willem ‘s Gravesande, she dropped heavy lead balls into a bed of clay. She showed that the balls that hit the clay with twice the velocity penetrated four times as deep into the clay; those with three times the velocity reached a depth nine times greater. This suggested that energy is proportional to mv2, not mv, as Newton had suggested.

While conducting her scientific work, Émilie du Châtelet still carried out her duties as a mother to her three children and as a hostess for her many visitors so she was always busy, and had little time for sleep.

At age 42 Émilie du Châtelet discovered she was pregnant. At that time, a pregnancy at such an old age was extremely dangerous. Knowing she would likely die, she began working 18 hours a day to complete her biggest project, a French translation of Newton’s Principia, before she died.

For many years, hers was the only translation of Newton’s Principia into French, amazing considering the context and just goes to show how obtuse we can be, even at the heights of civilization.

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Appreciation appreciation – thanks for the memories

Whoever thought home prices would continue to rise forever, please raise your hand(s), we’re doing a head count and just need a round figure. Really, though, not to flog a deceased equine but sprawl-building was our last great industry/swindle and its grand finale is the soft focus of much consternation among the hoi polloi. Soft because we’re not really focussing on it much beyond the mortgage meltdown and the bailouts being processed at the top, not seeing how it might be woven into other problems and the fulcrum for the great transition to come.

There is a profound over-capacity of housing; speculation about how and when the housing market, meaning the building of far-flung subdivisions, will ‘bounce back’ is absurd. Its. Not. Going. To.

Sure we’re rather not think or speak about this kind of unpleasantness, and our remarkable powers of disassociation have been noted. But it doesn’t change the fact of so many people out of work: in the construction industry, real estate, banking, even sandwich flipping and all the tag-along support industries related to building, selling and living in suburbs. These folks will have to find something else to make. Whatever it is, it will be green in that it will be made and sold close to their homes, using materials that have been recycled likely several times and will be made by some post-industrial process that i s carbon neutral – so we should begin imagining what some of the things it might be.