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Hackaday Links: June 29, 2025

29 Junio 2025 at 23:00
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In today’s episode of “AI Is Why We Can’t Have Nice Things,” we feature the Hertz Corporation and its new AI-powered rental car damage scanners. Gone are the days when an overworked human in a snappy windbreaker would give your rental return a once-over with the old Mark Ones to make sure you hadn’t messed the car up too badly. Instead, Hertz is fielding up to 100 of these “MRI scanners for cars.” The “damage discovery tool” uses cameras to capture images of the car and compares them to a model that’s apparently been trained on nothing but showroom cars. Redditors who’ve had the displeasure of being subjected to this thing report being charged egregiously high damage fees for non-existent damage. To add insult to injury, if renters want to appeal those charges, they have to argue with a chatbot first, one that offers no path to speaking with a human. While this is likely to be quite a tidy profit center for Hertz, their customers still have a vote here, and backlash will likely lead the company to adjust the model to be a bit more lenient, if not outright scrapping the system.

Have you ever picked up a flashlight and tried to shine it through your hand? You probably have; it’s just a thing you do, like the “double tap” every time you pick up a power drill. We’ve yet to find a flashlight bright enough to sufficiently outline the bones in our palm, although we’ve had some luck looking through the flesh of our fingers. While that’s pretty cool, it’s quite a bit different from shining a light directly through a human head, which was recently accomplished for the first time at the University of Glasgow. The researchers blasted a powerful pulsed laser against the skull of a volunteer with “fair skin and no hair” and managed to pick up a few photons on the other side, despite an attenuation factor of about 1018. We haven’t read the paper yet, so it’s unclear if the researchers controlled for the possibility of the flesh on the volunteer’s skull acting like a light pipe and conducting the light around the skull rather than through it, but if the laser did indeed penetrate the skull and everything within it, it’s pretty cool. Why would you do this, especially when we already have powerful light sources that can easily penetrate the skull and create exquisitely detailed images of the internal structures? Why the hell wouldn’t you?!

TIG welding aluminum is a tough process to master, and just getting to the point where you’ve got a weld you’re not too embarrassed of would be so much easier if you could just watch someone who knows what they’re doing. That’s a tall order, though, as the work area is literally a tiny pool of molten metal no more than a centimeter in diameter that’s bathed in an ultra-bright arc that’s throwing off cornea-destroying UV light. Luckily, Aaron over at 6061.com on YouTube has a fantastic new video featuring up-close and personal shots of him welding up some aluminum coupons. He captured them with a Helios high-speed welding camera, and the detail is fantastic. You can watch the weld pool forming and see the cleaning action of the AC waveform clearly. The shots make it clear exactly where and when you should dip your filler rod into the pool, the effect of moving the torch smoothly and evenly, and how contaminants can find their way into your welds. The shots make it clear what a dynamic environment the weld pool is, and why it’s so hard to control.

And finally, the title may be provocative, but “The Sensual Wrench” is a must-see video for anyone even remotely interested in tools. It’s from the New Mind channel on YouTube, and it covers the complete history of wrenches. Our biggest surprise was learning how relatively recent an invention the wrench is; it didn’t really make an appearance in anything like its modern form until the 1800s. The video covers everything from the first adjustable wrenches, including the classic “monkey” and “Crescent” patterns, through socket wrenches with all their various elaborations, right through to impact wrenches. Check it out and get you ugga-dugga on.

Hackaday Links: June 22, 2025

22 Junio 2025 at 23:00
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Hold onto your hats, everyone — there’s stunning news afoot. It’s hard to believe, but it looks like over-reliance on chatbots to do your homework can turn your brain into pudding. At least that seems to be the conclusion of a preprint paper out of the MIT Media Lab, which looked at 54 adults between the ages of 18 and 39, who were tasked with writing a series of essays. They divided participants into three groups — one that used ChatGPT to help write the essays, one that was limited to using only Google search, and one that had to do everything the old-fashioned way. They recorded the brain activity of writers using EEG, in order to get an idea of brain engagement with the task. The brain-only group had the greatest engagement, which stayed consistently high throughout the series, while the ChatGPT group had the least. More alarmingly, the engagement for the chatbot group went down even further with each essay written. The ChatGPT group produced essays that were very similar between writers and were judged “soulless” by two English teachers. Go figure.

The most interesting finding, though, was when 18 participants from the chatbot and brain-only groups were asked to rewrite one of their earlier essays, with the added twist that the chatbot group had to do it all by themselves, while the brainiacs got to use ChatGPT. The EEGs showed that the first group struggled with the task, presumably because they failed to form any deep memory of their previous work thanks to over-reliance on ChatGPT. The brain-only folks, however, did well at the task and showed signs of activity across all EEG bands. That fits well with our experience with chatbots, which we use to help retrieve specific facts and figures while writing articles, especially ones we know we’ve seen during our initial scan of the literature but can’t find later.

Does anyone remember Elektro? We sure do, although not from personal experience, since the seven-foot-tall automaton built by Westinghouse for the World’s Fair in New York City in 1939 significantly predates our appearance on the planet. But still, the golden-skinned robot that made its living by walking around, smoking, and cracking wise at the audience thanks to a 78-rpm record player in its capacious chest, really made an impression, enough that it toured the country for the better part of 30 years and made the unforgettable Sex Kittens Go to College in 1960 before fading into obscurity. At some point, the one-of-a-kind robot was rescued from a scrap heap and restored to its former glory, and now resides in the North Central Ohio Industrial Museum in Mansfield, very close to the Westinghouse facility that built it. If you need an excuse to visit North Central Ohio, you could do worse than a visit to see Elektro.

It was with some alarm that we learned this week from Al Williams that mtrek.com 1701 appeared to be down. For those not in the know, mtrek is a Telnet space combat game inspired by the Star Trek franchise, which explains why Al was in such a tizzy about not being able to connect; huge Trek nerd, our Al. Anyway, it appears Al’s worst fears were unfounded, as we were able to connect to mtrek just fine. But in the process of doing so, we stumbled across this collection of Telnet games and demos that’s worth checking out. The mtrek, of course, as well as Telnet versions of chess and backgammon, and an interactive world map that always blows our mind. The site also lists the Telnet GOAT, the Star Wars Asciimation; sadly, that one does seem to be down, at least for us. Sure, you can see it in a web browser, but it’s not the same as watching it in a terminal over Telnet, is it?

And finally, if you’ve got 90 minutes or so to spare, you could do worse than to spend it with our friend Hash as he reverse engineers an automotive ECU. We have to admit that we haven’t indulged yet — it’s on our playlist for this weekend, because we know how to party. But from what Hash tells us, this is the tortured tale of a job that took far, far longer to complete than expected. We have to admit that while we’ll gladly undertake almost any mechanical repair on most vehicles, automotive ECUs and other electronic modules are almost a bridge too far for us, at least in terms of cracking them open to make even simple repairs. Getting access to them for firmware extraction and parameter fiddling sounds like a lot of fun, and we’re looking forward to hearing what Hash has to say about the subject.

ELIZA Reanimated

21 Junio 2025 at 02:00

The last time we checked in with the ELIZA archeology project, they had unearthed the earliest known copy of the code for the infamous computer psychiatrist written in MAD-SLIP. After a lot of work, that version is now running again, and there were a number of interesting surprises.

While chatbots are all the modern rage, [Joseph Weizenbaum] created what could be the first one, ELIZA, in the mid-1960s. Of course, it wasn’t as capable as what we have today, but it is a good example of how simple it is to ape human behavior.

The original host was an IBM 7094, and MAD-SLIP fell out of favor. Most versions known previously were in Lisp or even Basic. But once the original code was found, it wasn’t enough to simply understand it. They wanted to run it.

Fortunately, there is an emulator for the IBM 7094. MAD-SLIP is around, too, but for whatever reason, didn’t support all the functions that [Weizenbaum] had used. The 2,600 lines of code are mostly undocumented, and the only copy was on fanfold printer paper, so the first step was getting the text in digital form.

Once it was manually transcribed, they found some functions were missing in their MAD-SLIP version. Rewriting the functions and correcting a typo made everything work.

The original version had a learning mode that did not carry over to the later clones. There’s an example of how to teach new rules in the paper. You can also see a video (below) of the original code duplicating (nearly) the original published conversations from the 1966 paper.

We have been following the team for some time and they’ve made their work available if you want to try it. We have thought a lot about Eliza since the chatbots have started taking over.

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