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.

Battery Plants

Saw a friend yesterday whose water business took a tumble thanks to the plague shutting down business offices in our small burg. And though that sounds like the plot for another episode of ‘Your Dystopia,’ he said things were looking up, thanks to a new battery plant opening up outside of an even smaller burg a half hour away. Fossil fuels are not ending, but largely over, we agreed. Electric vehicles are very much the present, I may have said, sitting in a late-model guzzler. My water friend went back to his not-so-late model pickup, but the battery plants hung in the air a little longer, walled gardens of Babylon, with added strife and wi-fi.

What if battery plants were literal? Plants are already perfect energy storage dynamos – we just don’t know how they do it. We understand, but it’s still largely alchemical to us. I looked it up:

Imagine if farmers could grow batteries in their fields. Researchers are taking steps towards at least partially making that green dream a reality by using plant materials to make key components of energy storage devices. Pen-Chi Chiang and colleagues at the National Taiwan University review developments in this adventurous ambition in the journal Materials Today Energy.

“We consider the state-of-the-art challenges and issues for using plant-derived biomass materials for various energy storage applications, such as batteries and supercapacitors,” says Chiang.

Energy storage is an essential requirement for modern life. Without it, we couldn’t have cellphones, laptops, or electric vehicles. From consumer electronics to transportation, electrical energy must be stored and be available at the flick of a switch. Current systems, such as the lithium-ion batteries common in many devices, are made from limited resources, and bring environmental problems associated with their disposal.

Chiang points out that a sustainable future will increasingly depend on replacing existing technologies with those using renewable materials that can readily be recycled without damaging the environment.

One of the most promising approaches towards sustainable energy storage devices is to convert plant biomass into a material called “porous carbon”. This is a form of carbon that can be fabricated into three-dimensional ordered “nanostructures” with a variety of useful electrochemical properties.

I guess nanostructures are going to be our best tickets to being able to produce the capacities of plant lignin. It’s the inverse of why biomass is so hard to breakdown, in efforts tap its energy by making fuel. Seems a folly when you think about it like that. Instead of making fuel, figure how they work as batteries – which we seem to already grasp.

As is so often the case, a matter of which word we emphasize. Thinking big does not have to only mean going to Mars. Maybe if ‘Native American’ were two of the words represented by NASA, we might have already figured this out, not to mention a few other things.

Still Away

Your score at… halftime? The end of the third quarter? Going into the seventh inning stretch? After one period of play? With two minutes to go? Yikes:

Old World, 1. New World, Always low prices. Always.

Canal Grande

Also needed, per below: A way.