Ecco la mia #introduzione.

Mia moglie cominciò a chiamarmi 𝘉𝘳𝘰𝘯𝘴𝘰𝘯 quando mi lasciai crescere il pizzetto diventando simile alla capra della pubblicità: 𝘭'𝘢𝘮𝘪𝘤𝘰 𝘤𝘩𝘦 𝘯𝘰𝘯 𝘢𝘷𝘦𝘷𝘪.
Alla fine sono davvero 𝘶𝘯 𝘤𝘢𝘱𝘳𝘰𝘯𝘦 in quanto, nonostante cerchi di migliorare ogni giorno, il lavoro mi assorbe quasi tutto il tempo e tutte le energie, così sono pochissime le risorse che posso dedicare alla mia crescita umana.

Chi mi diagnosticò un 𝙙𝙞𝙨𝙩𝙪𝙧𝙗𝙤 𝙙𝙚𝙡𝙡𝙤 𝙨𝙥𝙚𝙩𝙩𝙧𝙤 𝙖𝙪𝙩𝙞𝙨𝙩𝙞𝙘𝙤 mi disse che avrei dovuto chiedere il riconoscimento della disabilità, siccome la mia giornata lavorativa non avrebbe dovuto superare le sei ore. Ho evitato perché il riconoscimento non mi paga lo stipendio.

Sono entrato nel #Fediverso per superare il mio #autismo; è un lavoro che faccio su di me anche in ricordo della mia mamma. Come il Mork di Robin Williams, qui nel Fediverso 𝘪𝘮𝘱𝘢𝘳𝘰 𝘶𝘯 𝘱𝘰'. E ogni sera a Orson, compagno d'infanzia andato via troppo presto, racconto qui il mondo folle che si è perso.

Il 6 febbraio 2025, il capitano Snow mi ha accolto nella sua astronave 𝘚𝘯𝘰𝘸𝘧𝘢𝘯. Da allora per me è iniziata questa ulteriore avventura, che — di emozione in emozione — mi ha portato in seguito a diventare addirittura admin dell'astronave.
#Snowfan è uno spazio federato libero, indipendente e critico. È una micro-comunità con una visione. Per me è un onore farne parte.

Sono anche moderatore di una stanza #Matrix che si chiama "Aspetti tecnici del Fediverso" e che è dedicata allo scambio di esperienze riguardo ad amministrazione e moderazione d'istanze. Anche se le mie competenze sono molto limitate, cerco d'imparare qualcosa di nuovo.

Grazie a Francesco Macchia che mi ospita nell'istanza #Friendica Poliverso.org, ho fondato un 𝙏𝙧𝙚𝙣𝙞𝙣𝙤 per gli amici dell'omonimo 𝘤𝘰𝘳𝘵𝘪𝘭𝘦, e una piccola agorà che ho chiamato 𝙋𝙞𝙖𝙯𝙯𝙖 𝘽𝙧𝙤𝙣𝙨𝙤𝙣.

Insomma sono sempre il solito caprone, però provo a migliorare.

Philips Kid’s Kit Revisited

[Anthony Francis-Jones], like us, has a soft spot for the educational electronic kits from days gone by. In a recent video you can see below, he shows the insides of a Philips EE08 two-transistor radio kit. This is the same kit he built a few months ago (see the second video, below).

Electronics sure look different these days. No surface mount here or even printed circuit boards. The kit had paper cards to guide the construction since the kit could be made into different circuits.

The first few minutes of the video recap how AM modulation works. If you skip to about the ten-minute mark, you can see the classic instruction books for the EE08 and EE20 kits (download a copy in your favorite language), which were very educational.

There were several radios in the manual, but the one [Anthony] covers is the two-transistor version with a PNP transistor as a reflex receiver with a diode detector with a second transistor as an audio power amplifier.

We covered [Anthony’s] original build a few months ago, but we liked the deep dive into how it works. We miss kits like these. And P-Boxes, too.

youtube.com/embed/eC2wwNq92mw?…

youtube.com/embed/PWPHGEWwKbU?…

hackaday.com/2026/01/14/philip…

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A New Life For An Old Amplifier

An audio amplifier was once a fairly simple analogue device, but in recent decades a typical home entertainment amplifier will have expanded to include many digital functions. When these break they are often proprietary and not easy to repair, as was the case with a broken Pioneer surround-sound device given to [Boz]. It sat on the shelf for a few years until he had the idea of a jukebox for his ripped CDs, and his returning it to life with a new main board is something to behold.

Internally it’s a surprisingly modular design, meaning that the front panel with its VFD display and driver were intact and working, as were the class AB amplifier and its power supply. He had the service manual so reverse engineering was straightforward, thus out came the main board in favor of a replacement. He took the original connectors and a few other components, then designed a PCB to take them and a Raspberry Pi Pico and DAC. With appropriate MMBASIC firmware it looks as though it was originally made this way, a sense heightened by a look at the motherboard inside (ignoring a couple of bodges).

We like seeing projects like this one which revive broken devices, and this one is particularly special quality wise. We’re more used to seeing it with gaming hardware though.

hackaday.com/2026/01/14/a-new-…

Making Code a Hundred Times Slower With False Sharing

The cache hierarchy of the 2008 Intel Nehalem x86 architecture. (Source: Intel)
Writing good, performant code depends strongly on an understanding of the underlying hardware. This is especially the case in scenarios like those involving embarrassingly parallel processing, which at first glance ought to be a cakewalk. With multiple threads doing their own thing without having to nag the other threads about anything it seems highly doubtful that even a novice could screw this up. Yet as [Keifer] details in a recent video on so-called false sharing, this is actually very easy, for a variety of reasons.

With a multi-core and/or multi-processor system each core has its own local cache that contains a reflection of the current values in system RAM. If any core modifies its cached data, this automatically invalidates the other cache lines, resulting a cache miss for those cores and forcing a refresh from system RAM. This is the case even if the accessed data isn’t one that another core was going to use, with an obvious impact on performance.

The worst case scenario as detailed and demonstrated using the Google Benchmark sample projects, involves a shared global data structure, with a recorded hundred times reduction in performance. Also noticeable is the impact on scaling performance, with the cache misses becoming more severe with more threads running.

A less obvious cause of performance loss here is due to memory alignment and how data fits in the cache lines. Making sure that your data is aligned in e.g. data structures can prevent more unwanted cache invalidation events. With most applications being multi-threaded these days, it’s a good thing to not only know how to diagnose false sharing issues, but also how to prevent them.

youtube.com/embed/WIZf-Doc8Bk?…

hackaday.com/2026/01/14/making…

Dad Makes Kid’s Balance Bike Into Electric Snow Trike Like a Boss

The balance bikes toddlers are rocking these days look like great fun, but not so great in the snow. Rather than see his kid’s favourite toy relegated to shed until spring, [John Boss] added electric power, and an extra wheel to make one fun-looking snow trike. Like a boss, you might say.

Physically, the trike is a delta configuration: two rear wheels and one front, though as you can see the front wheel has been turned into a ski. That’s not the most stable configuration, but by shifting the foot pegs to the front wheel and keeping the electronics down low, [John] is able to maintain a safe center of gravity. He’s also limiting the throttle so kiddo can’t go dangerously fast– indeed, the throttle control is in the rear electronics component. The kid just has a big green “go” button.

Bit-banging the throttle, combined with the weight of the kiddo up front, creates a strong tendency towards wheel-spin, but [John] fixes that with a some cleverly printed TPU paddles zip-tied to the harbor-freight wheels and tires he’s hacked into use. Those wheels are fixed to a solid axle that’s mounted to flat plate [John] had made up to attach to the bike frame. It’s all surprisingly solid, given that [John] is able to demonstrate the safety factor by going for a spin of his own. We would have done the same.

We particularly like the use of a tool battery for hot-swappable power. This isn’t the first time we’ve seen a kid’s toy get the tool battery treatment, but you aren’t limited to mobile uses. We’ve seen the ubiquitous 18V power packs in everything from fume extractors to a portable powerpack that can even charge a Tesla.

youtube.com/embed/L_3cA8oZP8w?…

hackaday.com/2026/01/14/dad-ma…

Genetic Therapy Aims To Bring Hearing To Those Born Deaf

For those born with certain types of congenital deafness, the cochlear implant has been a positive and enabling technology. It uses electronics to step in as a replacement for the biological ear that doesn’t quite function properly, and provides a useful, if imperfect, sense of hearing to its users.

New research has promised another potential solution for some sufferers of congenital deafness. Instead of a supportive device, a gene therapy is used to enable the biological ear to function more as it should. The result is that patients get their sense of hearing, not from a prosthetic, but from their own ears themselves.

New Therapy

Cochlear implants are a popular treatment for many types of congenital deafness. Credit: Hear hear, CC BY SA 4.0
There are a number of causes of congenital deafness, each of which presents in its own way. In the case of OTOF-related hearing loss, it comes down to a genetic change in a single critical protein. The otoferlin gene is responsible for making the protein of the same name, and this protein is critical for normal, functional hearing in humans. It’s responsible for enabling the communication of signals between the inner hair cells in the ear, and the auditory nerve which conducts these signals to the brain. However, in patients with a condition called autosomal recessive deafness 9, a non-functional variant of the otoferlin gene prevents the normal production of this protein. Without the proper protein available, the auditory nerve fails to receive the proper signals from the hair cells in the ear, and the result is profound deafness.

The typical treatment for this type of congenital hearing loss is the use of a cochlear implant. This is an electronic device that uses a microphone to pick up sound, and then translates it into electrical signals which are sent to electrodes embedded in the cochlear. These simulate the signals that would normally come from the ear itself, and provide a very useful sense of hearing to the user. However, quality and fidelity is strictly limited compared to a fully-functional human ear, and they do come with other drawbacks as is common with many prosthetic devices.

The better understanding that we now have of OTOF-related hearing loss presented an opportunity. If it were possible to get the right protein where it needed to be, it might be possible to enable hearing in what are otherwise properly-formed ears.
DB-OTO was initially trialled in mice, where it was able to improve hearing response by creating the protein necessary for nerve conduction between inner ear hair cells and the auditory nerve. Credit: research paper
The treatment to do that job is called DB-OTO. It’s a virus-based gene therapy which is able to deliver a working version of the OTOF gene. It uses a non-pathogenic virus to carry the proper genetic code that produces the otoferlin protein. However, it’s no good if this gene is expressed in just any context. Thus, it’s paired with a special DNA sequence called a Myo15 promoter which ensures the gene is only expressed in cochlear hair cells that would normally express the otoferlin protein. Treatment involves delivering the viral gene therapy to one or both ears through a surgical procedure using a similar approach to implanting cochlear devices.
Researchers pursued a number of promoter sequences to ensure the gene was only expressed with the correct cells. Credit: research paper
An early trial provided DB-OTO treatment to twelve patients, ranging in age from ten months to sixteen years. eleven out of twelve patients developed improved hearing within weeks of treatment with DB-OTO. Nine patients were able to achieve improvements to the point of no longer requiring cochlear implants and having viable natural hearing.

Six trial participants could perceive soft speech, and three could hear whispers, indicating a normal level of hearing sensitivity. Notably, hearing improvements were persistent and there were some signs of speech development in three patients in the study. The company behind the work, Regeneron, is also eager to take the learnings from its development and potentially apply it to other kinds of hearing loss from genetic causes.

DB-OTO remains an experimental treatment for now, but regulatory approvals are being pursued for its further use. It could yet prove to be a viable and effective treatment for a wide range of patients affected by this genetic issue. It’s just one of a number of emerging treatments that use viruses to deliver helpful genetic material when a patient’s own genes don’t quite function as desired.

hackaday.com/2026/01/14/geneti…

ESP32-P4 Powers Retro Handheld after a Transplant

The ESP32-P4 is the new hotness on the microcontroller market. With RISC-V architecture and two cores running 400 MHz, to ears of a certain vintage it sounds more like the heart of a Unix workstation than a traditional MCU. Time’s a funny thing like that. [DynaMight] was looking for an excuse to play with this powerful new system on a chip, so put together what he calls the GB300-P4: a commercial handheld game console with an Expressif brain transplant.

Older ESP32 chips weren’t quite up to 16-bit emulation, but that hadn’t stopped people trying; the RetroGo project by [ducalex] already has an SNES and Genesis/Mega Drive emulation mode, along with all the 8-bit you could ask for. But the higher-tech consoles can run a bit slow in emulation on other ESP32 chips. [DynaMight] wanted to see if the P4 performed better, and to no ones surprise, it did.

If the build quality on this handheld looks suspiciously professional, that’s because it is: [DynaMight] started with a GB300, a commercial emulator platform. Since the ESP32-P4 is replacing a MIPS chip clocked at 914 MHz in the original — which sounds even more like the heart of a Unix workstation, come to think of it — the machine probably doesn’t have better performance than it did from factory unless its code was terribly un-optimized. In this case, performance was not the point. The point was to have a handheld running RetroGo on this specific chip, which the project has evidently accomplished with flying colours. If you’ve got a GB300 you’d rather put an “Expressif Inside” sticker on, the project is on github. Otherwise you can check out the demo video below. (DOOM starts at 1:29, because of course it runs DOOM.)

The last P4 project we featured was a Quadra emulator; we expect to see a lot of projects with this chip in the new year, and they’re not all going to be retrocomputer-related, we’re sure. If you’re cooking up something using the new ESP32, or know someone who is, you know what to do.

youtube.com/embed/FW7MTuJyUNA?…

hackaday.com/2026/01/14/esp32-…

Clone Wars: IBM Edition

If you search the Internet for “Clone Wars,” you’ll get a lot of Star Wars-related pages. But the original Clone Wars took place a long time ago in a galaxy much nearer to ours, and it has a lot to do with the computer you are probably using right now to read this. (Well, unless it is a Mac, something ARM-based, or an old retro-rig. I did say probably!)

IBM is a name that, for many years, was synonymous with computers, especially big mainframe computers. However, it didn’t start out that way. IBM originally made mechanical calculators and tabulating machines. That changed in 1952 with the IBM 701, IBM’s first computer that you’d recognize as a computer.

If you weren’t there, it is hard to understand how IBM dominated the computer market in the 1960s and 1970s. Sure, there were others like Univac, Honeywell, and Burroughs. But especially in the United States, IBM was the biggest fish in the pond. At one point, the computer market’s estimated worth was a bit more than $11 billion, and IBM’s five biggest competitors accounted for about $2 billion, with almost all of the rest going to IBM.

So it was somewhat surprising that IBM didn’t roll out the personal computer first, or at least very early. Even companies that made “small” computers for the day, like Digital Equipment Corporation or Data General, weren’t really expecting the truly personal computer. That push came from companies no one had heard of at the time, like MITS, SWTP, IMSAI, and Commodore.

The IBM PC

The story — and this is another story — goes that IBM spun up a team to make the IBM PC, expecting it to sell very little and use up some old keyboards previously earmarked for a failed word processor project. Instead, when the IBM PC showed up in 1981, it was a surprise hit. By 1983, there was the “XT” which was a PC with some extras, including a hard drive. In 1984, the “AT” showed up with a (gasp!) 16-bit 80286.

The personal computer market had been healthy but small. Now the PC was selling huge volumes, perhaps thanks to commercials like the one below, and decimating other companies in the market. Naturally, others wanted a piece of the pie.

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Send in the Clones

Anyone could make a PC-like computer, because IBM had used off-the-shelf parts for nearly everything. There were two things that really set the PC/XT/AT family apart. First, there was a bus for plugging in cards with video outputs, serial ports, memory, and other peripherals. You could start a fine business just making add-on cards, and IBM gave you all the details. This wasn’t unlike the S-100 bus created by the Altair, but the volume of PC-class machines far outstripped the S-100 market very quickly.

In reality, there were really two buses. The PC/XT had an 8-bit bus, later named the ISA bus. The AT added an extra connector for the extra bits. You could plug an 8-bit card into part of a 16-bit slot. You probably couldn’t plug a 16-bit card into an 8-bit slot, though, unless it was made to work that way.

The other thing you needed to create a working PC was the BIOS — a ROM chip that handled starting the system with all the I/O devices set up and loading an operating system: MS-DOS, CP/M-86, or, later, OS/2.

Protection

An ad for a Columbia PC clone.
IBM didn’t think the PC would amount to much so they didn’t do anything to hide or protect the bus, in contrast to Apple, which had patents on key parts of its computer. They did, however, have a copyright on the BIOS. In theory, creating a clone IBM PC would require the design of an Intel-CPU motherboard with memory and I/O devices at the right addresses, a compatible bus, and a compatible BIOS chip.

But IBM gave the world enough documentation to write software for the machine and to make plug-in cards. So, figuring out the other side of it wasn’t particularly difficult. Probably the first clone maker was Columbia Data Products in 1982, although they were perceived to have compatibility and quality issues. (They are still around as a software company.)

Eagle Computer was another early player that originally made CP/M computers. Their computers were not exact clones, but they were the first to use a true 16-bit CPU and the first to have hard drives. There were some compatibility issues with Eagle versus a “true” PC. You can hear their unusual story in the video below.

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The PC Reference manual had schematics and helpfully commented BIOS source code
One of the first companies to find real success cloning the PC was Compaq Computers, formed by some former Texas Instruments employees who were, at first, going to open Mexican restaurants, but decided computers would be better. Unlike some future clone makers, Compaq was dedicated to building better computers, not cheaper.

Compaq’s first entry into the market was a “luggable” (think of a laptop with a real CRT in a suitcase that only ran when plugged into the wall; see the video below). They reportedly spent $1,000,000 to duplicate the IBM BIOS without peeking inside (which would have caused legal problems). However, it is possible that some clone makers simply copied the IBM BIOS directly or indirectly. This was particularly easy because IBM included the BIOS source code in an appendix of the PC’s technical reference manual.

Between 1982 and 1983, Compaq, Columbia Data Products, Eagle Computers, Leading Edge, and Kaypro all threw their hats into the ring. Part of what made this sustainable over the long term was Phoenix Technologies.

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Rise of the Phoenix

Phoenix was a software producer that realized the value of having a non-IBM BIOS. They put together a team to study the BIOS using only public documentation. They produced a specification and handed it to another programmer. That programmer then produced a “clean room” piece of code that did the same things as the BIOS.
An Eagle ad from 1983
This was important because, inevitably, IBM sued Phoenix but lost, as they were able to provide credible documentation that they didn’t copy IBM’s code. They were ready to license their BIOS in 1984, and companies like Hewlett-Packard, Tandy, and AT&T were happy to pay the $290,000 license fee. That fee also included insurance from The Hartford to indemnify against any copyright-infringement lawsuits.

Clones were attractive because they were often far cheaper than a “real” PC. They would also often feature innovations. For example, almost all clones had a “turbo” mode to increase the clock speed a little. Many had ports or other features as standard that a PC had to pay extra for (and consume card slots). Compaq, Columbia, and Kaypro made luggable PCs. In addition, supply didn’t always match demand. Dealers often could sell more PCs than they could get in stock, and the clones offered them a way to close more business.

Issues

Not all clone makers got everything right. It wasn’t odd for a strange machine to have different interrupt handling than an IBM machine or different timers. Another favorite place to err involved AT/PC compatibility.

In a base-model IBM PC, the address bus only went from A0 to A19. So if you hit address (hex) FFFFF+1, it would wrap around to 00000. Memory being at a premium, apparently, some programs depended on that behavior.

With the AT, there were more address lines. Rather than breaking backward compatibility, those machines have an “A20 gate.” By default, the A20 line is disabled; you must enable it to use it. However, there were several variations in how that worked.

Intel, for example, had the InBoard/386 that let you plug a 386 into a PC or AT to upgrade it. However, the InBoard A20 gating differed from that of a real AT. Most people never noticed. Software that used the BIOS still worked because the InBoard’s BIOS knew the correct procedure. Most software didn’t care either way. But there was always that one program that would need a fix.

The original PC used some extra logic in the keyboard controller to handle the gate. When CPUs started using cache, the A20 gating was moved into the CPU for many generations. However, around 2013, most CPUs finally gave up on gating A20.

The point is that there were many subtle features on a real IBM computer, and the clone makers didn’t always get it right. If you read ads from those days, they often tout how compatible they are.

Total War!

IBM started a series of legal battles against… well… everybody. Compaq, Corona Data Systems, Handwell, Phoenix, AMD, and anyone who managed to put anything on the market that competed with “big blue” (one of IBM’s nicknames).

IBM didn’t win anything significant, although most companies settled out of court. Then they just used the Phoenix BIOS, which was provably “clean.” So IBM decided to take a different approach.

In 1987, IBM decided they should have paid more attention to the PC design, so they redid it as the PS/2. IBM spent a lot of money telling people how much better the PS/2 was. They had really thought about it this time. So scrap those awful PCs and buy a PS/2 instead.

Of course, the PS/2 wasn’t compatible with anything. It was made to run OS/2. It used the MCA bus, which was incompatible with the ISA bus, and didn’t have many cards available. All of it, of course, was expensive. This time, clone makers had to pay a license fee to IBM to use the new bus, so no more cheap cards, either.

You probably don’t need a business degree to predict how that turned out. The market yawned and continued buying PC “clones” which were now the only game in town if you wanted a PC/XT/AT-style machine, especially since Compaq beat IBM to market with an 80386 PC by about a year.

Not all software was compatible with all clones. But most software would run on anything and, as clones got more prevalent, software got smarter about what to expect. At about the same time, people were thinking more about buying applications and less about the computer they ran on, a trend that had started even earlier, but was continuing to grow. Ordinary people didn’t care what was in the computer as long as it ran their spreadsheet, or accounting program, or whatever it was they were using.

Dozens of companies made something that resembled a PC, including big names like Olivetti, Zenith, Hewlett-Packard, Texas Instruments, Digital Equipment Corporation, and Tandy. Then there were the companies you might remember for other reasons, like Sanyo or TeleVideo. There were also many that simply came and went with little name recognition. Michael Dell started PC Limited in 1984 in his college dorm room, and by 1985, he was selling an $800 turbo PC. A few years later, the name changed to Dell, and now it is a giant in the industry.

Looking Back

It is interesting to play “what if” with this time in history. If IBM had not opened their architecture, they might have made more money. Or, they might have sold 1,000 PCs and lost interest. Then we’d all be using something different. Microsoft retaining the right to sell MS-DOS to other people was also a key enabler.

IBM stayed in the laptop business (ThinkPad) until they sold to Lenovo in 2005. They would also sell them their server business in 2014.

Things have changed, of course. There hasn’t been an ISA card slot on a motherboard in ages. Boot processes are more complex, and there are many BIOS options. Don’t even get us started on EMS and XMS. But at the core, your PC-compatible computer still wakes up and follows the same steps as an old school PC to get started. Like the Ship of Theseus, is it still an “IBM-compatible PC?” If it matters, we think the answer is yes.

If you want to relive those days, we recently saw some new machines sporting 8088s and 80386s. Or, there’s always emulation.

hackaday.com/2026/01/14/clone-…

The ARCTURUS Computer Developed at Sydney University in the 1960s

[State of Electronics] have released their latest video about ARCTURUS, the 14th video in their series The Computer History of Australia.

ARCTURUS was a research computer system developed on a shoestring budget at Sydney University in the 1960s, and was in service until 1975. Particularly the system was developed by [David Wong] as a part of his PhD thesis: The design and construction of the digital computers snocom, nimbus and arcturus (PDF). [David] worked in collaboration with [Kevin R. Rosolen] who is interviewed in the video.

The machine is described as a fixed-point, binary, parallel, single address, general-purpose digital computer using packaged diode-transistor circuits. Ferrite-core memory was used instead of drum memory because drum memory was too slow and performance was a high priority feature. For the same reason parallel features were implemented where serial might have been done more simply, if it hadn’t been so slow. In addition to the ferrite-core there were paper-tape peripherals and control panels.

The machine supported 32 distinct instructions and had a 13-bit address space allowing it to directly address 8,192 words, each word comprising 20-bits. Those word bits were one sign bit and nineteen magnitude bits for fixed-point two’s complement binary numbers.

We covered The Computer History of Australia by [State of Electronics] back when they released their 5th video in the series, Australia’s Silliac Computer, if you’re interested in more history of computing in Australia.

youtube.com/embed/h7cw7BNOZ-Y?…

hackaday.com/2026/01/12/the-ar…

Electronic Nose Sniffs out Mold

It turns out, that mold is everywhere. The problem is when it becomes too much, as mold infestations can have serious health effects on both humans and animals. Remediation is extremely expensive, too. So there are plenty of benefits to finding mold early. Now, German researchers are proposing an electronic “nose” that uses UV-activated tin oxide nanowires that change resistance in the presence of certain chemicals, and they say it can detect two common indoor mold species.

The nanowire sensors can detect Staachybotrys chartarum and Chaetominum globosum. The real work, though, is in the math used to determine positive versus negative results.

Traditional methods take some sort of physical sample that is sent to a lab and require days to process. However, trained dogs can also smell mold, but as you might expect, there aren’t many dogs trained to find mold. Besides, the training is expensive, you have to maintain the dog all the time, and if the dog knows what kind of mold it is, it can’t say. So an electronic nose that can give fast, specific results is quite attractive.

Even if you don’t care about mold, the data crunching to classify the sensor data has application to many types of sensors. They used training to build multiple models, then they combine the outputs using a regression algorithm to predict the true output. Finally, they use a majority voting technique to combine the results of the model and the regression output.

Could you make a sensor like this? Reading section 4.2 of the paper, it looks like you need a pretty stout set of lab gear to play. But the math ideas are certainly something you could replicate or use as a starting point for your own sensor fusion projects.

Want a deep dive into sensor fusion? You should have been at the Hackaday Superconference a few years ago. Luckily, you can still watch [Christal’s] talk about fusing multiple streams of sensor data.

hackaday.com/2026/01/12/electr…

Optimizing a Desktop, 3D Printed Wind Tunnel

You’ve heard of wind tunnels– get some airflow going over a thingy, put some some smoke on, and voila! Flow visualization. How hard could it be? Well, as always, the devil is in the details and [toast] is down in there with him with this Hot-Wheels sized wind tunnel video.

To get good, laminar flow inside of a wind tunnel, there are important ratios to be followed– the inlet and outlet diameters must relate to the interior size to get the correct slope on the contraction and exhaust cones. You need a flow straightener on both ends. All of it can be easily 3D printed, as [toast] shows, but you have to know those design rules and pay attention to, which [toast] does… this time. One of his “don’t do this” examples in this video is previous build of his where he did not follow all the rules, and the difference is clear.

Now, unless you’re hooked on flow visualizations —guilty— or are a Hot-Wheels aficionado, since that’s what this wind tunnel is sized for, you probably won’t rush to gumroad to buy [toast]’s STLs. On the other hand, if you pay attention to the lessons [toast] has learned in this video you can apply them to wind tunnels of whatever size and construction technique you need, be it cardboard or junk box plastic and get a more stable result.

youtube.com/embed/D60PdZJggyk?…

hackaday.com/2026/01/12/optimi…

The Distroless Linux Future May Be Coming

Over the decades the number of Linux distributions has effectively exploded, from a handful in the late ’90s to quite literally hundreds today, not counting minor variations. There lately seems to be a counter-movement brewing in response to this fragmentation, with Project Bluefin’s Distroless project being the latest addition here. Also notable are KDE’s efforts, with KDE Linux as its own top-down KDE-based distro, but now with a switch to BuildStream from Arch likely as a distroless move.

It should be clear that there is no obvious course here yet, and that opinions are very much divided. The idea of ‘Linux’ becoming a more singular OS appeals to some, while to others it’s the antithesis of what ‘Linux’ is about. This much becomes clear in [Brodie Robertson]’s exploration of this topic as well.

The way to think about ‘distroless’ is that there is a common base using the Freedesktop SDK on which the customization layer is applied, such as Bluefin, KDE or Gnome’s environments. You could think of this base as the common runtime, using the Freedesktop standards for interoperability for a user-selected layer that’s installed on top. This way the idea of basing a distro on a specific distro is tossed out in favor of something that’s vaguely reminiscent of the Linux Standard Base attempt at standardization.

It’ll be fascinating to see how things will move from here, as there are definite arguments to be made in favor of less fragmentation and resultingly less duplicated effort. In many ways this would bring Linux closer to for example FreeBSD, which avoids the Linux Chaos Vortex problem by having a singular codebase. FreeBSD ‘distros’ like GhostBSD and NomadBSD are therefore essentially just specialized customizations that target a sub-group of FreeBSD users.

Of course, when we start talking about package managers and other base-distro specific features, we may very well risk igniting the same problems that tore apart the LSB so many years ago. Will we also standardize on RPM over DEB package files and kin, or something else?

youtube.com/embed/k6qCtIHFu_c?…

hackaday.com/2026/01/12/the-di…

Michelson Interferometer Comes Home Cheap

We suspect there are three kinds of people in the world. People who have access to a Michelson Interferometer and are glad, those who don’t have one and don’t know what one is, and a very small number of people who want one but don’t have one. But since [Longest Path Search] built one using 3D printing, maybe the third group will dwindle down to nothing.

If you are in the second camp, a Michelson interferometer is a device for measuring very small changes in the length of optical paths (oversimplifying, a distance). It does this by splitting a laser into two parts. One part reflects off a mirror at a fixed distance from the splitter. The other reflects off another, often movable, mirror. The beam splitter also recombines the two beams when they reflect back, producing an interference pattern that varies with differences in the path length between the splitter and the mirror. For example, if the air between the splitter and one mirror changes temperature, the change in the refraction index will cause a minute difference in the beam, which will show up using this instrument.

The device has been used to detect gravitational waves, study the sun and the upper atmosphere, and also helped disprove the theory that light is transmitted through a medium known as luminiferous aether.

The tolerances for such a device are tight, but within the capability of modern 3D printers. The CAD files are online. The key was the mirror mounts, which use springs and thumbscrews. So you do need some hardware and, oh yeah, a laser, although that’s not as hard to obtain as it once was. You obviously can’t 3D print the mirrors or the beam splitter either.

The post claims the device is cheap because the bill of materials was roughly $3, although that didn’t include the beamsplitter, which would bring the cost up to maybe $20. The device, in theory, could detect distance changes as small as one wavelength of the laser, which is around 650nm. Not bad for a few bucks.

Not all Michelsons use lasers. The man behind the Michelson instrument also worked out how to do Fourier analysis with a mechanical computer.

hackaday.com/2026/01/12/michel…

Keebin’ with Kristina: the One with the Cheap-O Keyboard

All right, I’ll cut to the chase: Cheap03xD is mainly so cheap because the PCB falls within a 10 x 10 cm footprint. The point was to make a very affordable keyboard — all the parts come to ~40 Euro (~$47). So it would seem that [Lander03xD_] succeeded.

Image by [Lander03xD_] via redditCheap03xD is all the things — 36-key, split, column-staggered, wireless, hot-swappable, and uses ZMK. The batteries are easily replaceable, and no they don’t get in the way.

Those are MMD Princess silent switches, which I wouldn’t choose, but [Lander03xD_] is taking this board to the office, so I get it. They sure are a nice shade of pink, anyway, and they go really well with the pastels of the DSA keycaps and the bezel.

One cool thing to note is that the PCBs are reversible, like the ErgoDox. This isn’t [Lander03xD_]’s first board, and it won’t be the last.

Now, let’s talk batteries. [Saixos] pointed out that the design doesn’t appear to include a protection circuit. In case you can’t tell from where you’re sitting, those are nice!nano clones that [Lander03xD_] is using, and they expect a protection circuit.

[Lander03xD_] is going to look through the docs and see what’s what. The goal is not to have any daughter boards, so this may take some rethinking.

Via reddit

Arc Raiders Keyboard Looks the Part

So Arc Raiders is this cool-looking, stripe-logoed, multiplayer extraction shooter that just came out a couple of months ago for all the platforms. It’s not something I could personally play as it’s way too immersive (read: time-consuming), but it definitely looks good, much like this keyboard that [RunRunAndyRun] designed to play it.

Image by [RunRunAndyRun] via redditHaving enjoyed the game with a game pad for a couple of weeks, [RunRunAndyRun] longed for the precision of a keyboard and mouse. The only problem was that his stock of split keyboards all lack a number row.

No matter; just make a new one. Why not? This rustic beauty runs on the Waveshare RP2040 Zero. The case was 3D printed on a Prusa Mk4, which you’d never know unless you blew up the picture. And then [RunRunAndyRun] gave it that nice patina using Panduro hobby acrylics and a bit of weathering powder.

For now, it’s working pretty well, though [RunRunAndyRun] is still perfecting the keymap. If you’d like to build one yourself, the STLs are available here, and the firmware is on GitHub.

Thanks for the tip, [John]!

The Centerfold: Witch’s Brew

Image by [CaptLynx] via redditThis stunning beauty, Witch’s Brew, was created by [CaptLynx] with the Cosmos keyboard configurator. Doesn’t sound familiar? It’s the one that uses a scan of your hand to create your ultimate comfort. This keyboard is a custom build for a commission. I must say, as much as I dislike the work of Jackson Pollock, I do absolutely love the spatter on those keycaps.

Do you rock a sweet set of peripherals on a screamin’ desk pad? Send me a picture along with your handle and all the gory details, and you could be featured here!

Historical Clackers: the Keystone

Image via The Antikey Chop
This spartan beauty was named after the state in which it was made, Pennsylvania. Manufactured between 1898 and 1903, the Keystone was invented by William Prehn Quentell.

Quentell was living in Kansas City, MO when he first applied for a patent, and later moved to the east coast. At the time, the machine was nameless. The patent looks nothing like the finished product pictured here, but the genesis of the key feature of this “poor man’s Hammond” is there — the swinging type sector.

What this means is that the Keystone has its type on a half wagon wheel, which is evident in the patent drawing. The glyphs are molded around the outside edge of the wheel, which gets rotated into the correct position with each keystroke. This type wheel could be easily changed out for different fonts.
Image via Google Patents
To imprint the paper, a spring-driven hammer strikes from behind, pushing the paper and ribbon against the type wheel. The paper is loaded into a cylindrical holder in the rear, and unfurls as one types.

So, why was it a poor man’s Hammond? Well, for one, the patent image looks like a Hammond. But the poor part is felt the hardest in the makeup of the typewriter.

In the early Keystone examples, the carriage rails were made of pig iron. Why? It’s a simple case of lateral integration. The factory that was retrofitted to manufacture the machine had previously been the Lochiel iron mill, a producer of pig iron. They were just using up old stock, I imagine.

The Keystone featured two Shift keys on the left, one for Caps and one for Figures. It was a comparatively inexpensive at $40, and then later, $35 (around $1,200 today).

Production was supposed to begin in May of 1898. But by June of ’99, “the company has been unable to fill the orders which are piling up at the works.” Sounds like your average Kickstarter. Quentell was already working on his next project by 1902, the Postal typewriter.

Finally, a Keyboard That Charges Your Phone

So this article mainly centers on the new little Blackberry-esque number from Clicks which might just be my next phone, except that it doesn’t actually telephone. Clicks is meant to be your second phone, the one you use for emailing and such. You can pre-order it for $399 if you put a $199 deposit down before February 27th. If you decide to drop the full four hundo as an early bird, you’ll get two additional back covers, which slightly change the look of the phone.
Image by Clicks via TechCrunch
But I’d like to talk about the add-on Power Keyboard for smart phones that Clicks is also dropping at CES this year. Do you miss your Sidekick? Well, here’s a sliding keyboard with multiple positions for differently-sized smart phones, tablets, and even smart TVs. (Because forget typing with the remote control.)

It uses a 2,150 mAh battery and attaches via MagSafe or Qi2, but it also can be used with the case on. When paired with a smart TV, you just use it by itself. Honestly, it looks kind of hard to type on without the phone for support. But I don’t use the smart features of my TV, so whatever.

Honestly, I will probably start by getting the keyboard, which is $79 for early birds through their site, and $109 later on. Pre-orders started a week ago, so I guess I should get on that.

Got a hot tip that has like, anything to do with keyboards? Help me out by sending in a link or two. Don’t want all the Hackaday scribes to see it? Feel free to email me directly.

hackaday.com/2026/01/12/keebin…

Chasing The Coca-Cola Recipe

One of the most widely recognised product brands in the world is probably Coca-Cola, and its formula is famously kept a secret through precautions that probably rival those of many nation states. There are other colas, and there are many amateurs who have tried to copy Coke’s flavour, but in well over a century, nobody has managed it. Why does [LabCoatz] think his attempt will be successful where others failed? He has friends with their own mass spectrometers.

‘The video below the break is a nearly half-hour exploration into food chemistry and the flavour profile of the well-known soft drink. It’s easy to name many of the ingredients, but some, such as acetic acid, are unexpected. Replicating the contribution from Coke’s de-cocainised coca leaf extract requires the purchase of some of the constituent chemicals in pure form. Its value lies in showing us how flavour profiles are built up, and the analytical methods used in their decoding.

He makes the point that Coke has never patented the formula because to do so would reveal it, but perhaps in that lies the real point. The value in a secret formula for brands such as Coke lies not in the secret itself, as it’s not difficult to make a refreshing cola drink. Instead, it’s the mystique of their product having a secret recipe that matters. Since this isn’t the recipe itself but something that’s supposed to taste a lot like it, that mystique stays intact. He’s not positioning his Lab-Cola as the real thing, so while we might have used a different label colour and font just to make sure, we’re guessing he’s safe from the lawyers. If you’re interested in the legal grey areas surrounding perceived infringement, though, it’s a topic we’ve looked at before.

youtube.com/embed/TDkH3EbWTYc?…

Thanks [Hans] for the tip!

hackaday.com/2026/01/12/chasin…

La civiltà dei dati. Rivista

Civiltà dei dati è una bella rivista. Prosecuzione ideale della Civiltà delle macchine che dal 1953 al 1979 ha contribuito a modellare la cultura dell’innovazione nel nostro paese, aspira oggi come allora a intrecciare il dialogo tra scienza, tecnologica e sperimentazione letteraria e artistica con un focus specifico sull’ontologia del dato. Proprio quel dato che consente scelte e previsioni, il dato che ci anticipa e rappresenta nel mondo digitale e che è il carburante delle nuove macchine IA è il centro e al centro della rivista. Diretta da Jaime D’Alessandro, storica penna tecnologica dell’Espresso e di Repubblica, è un contenitore di alcune delle migliori firme del pensiero contemporaneo in lingua italiana, Floridi, Taddeo, Benanti, Aresu, e del giornalismo tech come Iacona, Aluffi, Sterling e altri. I primi quattro numeri della rivista, frutto di un progetto della Fondazione Leonardo, direttrice generale la giornalista Helga Cossu, sono stati dedicati a quattro grandi temi d’attualità: lo spazio, la mente, gli archivi, l’IA e i digital twins.

La rivista è molto curata, sia dal punto di vista grafico, con una chiara impronta visiva, sia per i contenuti.

Il primo numero è una parata delle stelle femminili protagoniste della ricerca spaziale; il secondo, è incentrato sugli effetti psicologici della tecnologia e dei social network; il terzo si fonda sul rapporto tra analogico e digitale per parlare di archivi. Particolarmente interessanti sono le riflessioni di Paolo Benanti in questo numero tre quando parla dell’importanza della memoria selettiva, cioè di quel processo che è umano ma non macchinico, di ritenere solo quello che serve, come accadeva con le biblioteche. Benanti fa anche un riferimento importante all’etica dell’IA quando ricorda che gli strumenti, tutti gli strumenti, non sono neutri, ma forme d’ordine e disposizioni di potere. Nella rivista numero 4 va letta l’intervista a Lucilla Sioli, direttrice dell’ufficio europeo per l’IA. Detto per inciso è quella graficamente più bella (recupera le copertine di Urania). Ma è sempre nel numero 3 che troviamo la chicca: una storia a fumetti dell’impareggiabile Milo Manara basato sulla storia della biblioteca meccanica di Jorge Luis Borges. Chissà se quell’utopia bella e terribile della macchina da scrivere universale, oggi rappresentata dall’IA generativa, potrà mai predirci il futuro dentro a un libro. Accetteremmo anche qualche errore di sintassi.

«Civiltà dei dati. 2025. Fondazione Leonardo. Direttore Jaime D’Alessandro». Nella foto i primi quattro numeri.

dicorinto.it/articoli/la-civil…

Drive 1024×600 Pixels via I2C with an ATtiny85

If you need to drive a big screen for a project, it’s fair to say your first thought isn’t going to be to use the ATtiny85. With just 512 bytes of RAM and 8 kilobytes of flash memory, the 8-bit micro seems a little cramped to drive, say, a 10″ screen. Yet that’s exactly what [ToSStudio] is doing with TinyTFT_LT7683: 1024 x 600 pixels of TFT goodness, over I2C no less.
With the right TFT controller, this little micro-controller can do magic.
The name kind of gives away the secret: it won’t work on just any TFT display. It’s using properties of the LT7683 display driver, though if you don’t have one of those, the RA8875 is also compatible. Those drivers can take more than just a pixel stream– a good thing, since you’d be hard pressed to get that many pixels streaming from an ATtiny. These are character/graphic display drivers, which means you can get them to draw both characters and graphics on the screen if you speak the lingo.

It’s still not blazing fast; the documentation suggests “static or moderately dynamic UIs” as the suggested use case, and a clock is of the pre-programmed examples. From that, we can surmise that you can get 1 FPS or better with this code. You’re limited both by the simple micro-controller and the bandwidth of the I2C bus, but within those limits this seems like a very powerful technique.

This isn’t the first ATtiny graphics library to blow our minds, but if you really want an impressive graphics demo from the little micro that could, you really need to race the beam.

Thanks to [Thomas Scherer] for the tip!

hackaday.com/2026/01/08/drive-…

Il Power Ranger Rosa che ha buttato giù il “Tinder dei nazisti”: i dati sono potere

Al Chaos Communication Congress di Amburgo, un’hacker tedesca che si fa chiamare Martha Root si è presentata vestita da Power Ranger Rosa e ha cancellato in diretta tre siti suprematisti bianchi, tra cui WhiteDate, noto come “il Tinder dei suprematisti”

informapirata.it/2026/01/09/il…

br1brown

2026-01-09 15:44:14

Il Power Ranger Rosa che ha buttato giù il “Tinder dei nazisti”: i dati sono potere

Al Chaos Communication Congress di Amburgo, un’hacker tedesca che si fa chiamare Martha Root si è presentata vestita da Power Ranger Rosa e ha cancellato in diretta tre siti suprematisti bianchi, tra cui WhiteDate, noto come “il Tinder dei suprematisti”

Al Chaos Communication Congress di Amburgo, un’hacker tedesca che si fa chiamare Martha Root si è presentata vestita da Power Ranger Rosa e ha cancellato in diretta tre siti suprematisti bianchi, tra cui WhiteDate, noto come “il Tinder dei suprematisti”.

twitter.com/i/status/200718388…

Fichissimo, applausi. Eppure serve farsi delle domande.

Martha era dentro da mesi. Aveva messo in piedi profili fasulli di donne ariane gestiti da chatbot e racconta che quegli uomini si erano innamorati. Mentre gli utenti flirtavano con l’intelligenza artificiale, lei raccoglieva dati e informazioni, trasformando un ambiente pensato per far incontrare persone in un dispositivo che espone identità e reti. Dalle sue analisi è emerso che la piattaforma era gestita da una persona con legami con ambienti suprematisti bianchi. WhiteDate veniva venduto come sito di appuntamenti, ma gli utenti erano quasi tutti uomini: il punto non pare la ricerca di partner, ma la costruzione di un network suprematista travestito da Tinder per ariani.

I membri della cosiddetta razza superiore si sono fatti fregare lasciando il sito senza protezioni adeguate. Un’infrastruttura che classifica, aggrega e rende operativi dati sensibili produce una forma di soft power che, se progettata male, si ribalta in una falla boomerang. Il Power Ranger Rosa non si è fermata alla distruzione: ha reso consultabili su okstupid.lol informazioni filtrate, mentre il dataset completo è stato condiviso attraverso canali dedicati a giornalisti e ricercatori. Esporre quei dati significa raccontare le persone: chi c’è dentro, come si descrive, come si colloca nello spazio, cosa cerca, a quale oggetto storico dichiara appartenenza.

WhiteDate stava in una galassia di siti tematici: WhiteDate (dating), WhiteChild (famiglia, ancestry e donazioni di sperma/uova per suprematisti bianchi) e WhiteDeal (networking professionale per razzisti).

Ed è interessante, non per i nazisti e basta. Perché quello che Martha Root ha mostrato non è che “la sicurezza faceva schifo” e stop, ma che un’infrastruttura di matching è, di fatto, una macchina che rende operativi dati sensibili: identità, preferenze, reti, geografia, appartenenze. E quando quella macchina si rompe, il potere che di solito esercita in silenzio diventa visibile.

Il punto è che non servono confessioni esplicite. Bastano i data proxy: segnali indiretti che, incrociati, ti profilano. Se mangio kosher “divento” ebreo nei modelli; se segno tutte le moschee “divento” musulmano; se posto “Black Lives Matter” finisco letto in modo diverso anche da sistemi assicurativi. È profilazione per deduzione: il dato sensibile non lo dichiari, lo lasci emergere dai contorni.

Per questo le policy non sono una cintura di sicurezza: cambiano, si reinterpretano, si aggirano. Il design invece è la decisione politica incorporata nell’architettura: cosa si collega, cosa si correla, cosa si esporta. Se una correlazione è tecnicamente possibile, prima o poi qualcuno la farà. È lo stesso motivo per cui, quando guardo infrastrutture pubbliche, mi interessa l’architettura politica oltre a quella tecnica: lo SPID nasceva con un’idea più decentralizzata proprio per evitare correlazioni tra Stato, portali e autenticazioni. Poi si è cambiata impostazione.

E la parte più inquietante è che non serve nemmeno un WhiteDate. Noi ci autoprofiliamo ogni giorno: i social sono un flusso continuo di segnali, e i metadati in foto e video sono boe, a volte coordinate vicino casa, con ricadute anche su chi vive con noi. Zuboff lo chiama capitalismo della sorveglianza: una raccolta diffusa in cui non sai quante aziende ti prendono, come ti incrociano e in quali liste finisci. Okstupid.lol è la versione “con la luce accesa”: lo stesso principio reso pubblico. Di norma le liste sono invisibili: non meno reali, meno consultabili.

okstupid.lol è spettacolare. Ma il suo spettacolo è una dimostrazione tecnica di quanto sia facile classificare e aggregare quando l’infrastruttura lo permette. E questa facilità, storicamente, non resta neutra. In Ruanda nel 1994 lo sterminio dei Tutsi fu facilitato anche da carte d’identità che classificavano le persone in base all’etnia. Negli anni Quaranta, dati del censimento vennero usati per localizzare e supportare misure di sorveglianza e internamento di persone di ascendenza giapponese dopo Pearl Harbor.

La tecnologia è un apparato amministrativo e informazionale piegato agli scopi di chi la possiede e del contesto politico. E il contesto politico cambia più velocemente delle policy. Per quanto apprezzi Martha Root, non la leggo come uno show: è un promemoria. Il potere dominante queste capacità le ha già, senza Power Ranger, senza exploit, con procedure, contratti standard e con quella cosa che mi piace tanto ma che in certi casi è un problema: l’interoperabilità.

Per approfondire

• okstupid.lol – whitedate, leaked
• Hacktivist deletes white supremacist websites live onstage during hacker conference | TechCrunch
• Woman Hacks “Tinder for Nazis,” Tricks the Racist Users Into Falling in Love With AI Chatbots
• Hacktivist Deletes White Supremacist Websites At Conference

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Hacktivist Deletes White Supremacist Websites at Conference

A hacktivist exposed and deleted three white supremacist websites during a presentation at a conference last week.

^{Paul Shread (The Cyber Express)}

Post di prova da Raccoon

Questo è un post di prova pubblicato dall’app Raccoon, dopo l’installazione del plugin #WordPress Enable mastodon app, una soluzione che implementa in un…

informapirata.it/2025/12/04/po…

informapirata

2025-12-04 15:04:36

Post di prova da Raccoon

Questo è un post di prova pubblicato dall’app Raccoon, dopo l’installazione del plugin #WordPress Enable mastodon app, una soluzione che implementa in un qualsiasi sito Wordpress le API di mastodon.

Obiettivi

L’obiettivo è capire se i tag di formattazione presenti su Raccoon, come quelli del grassetto, del corsivo, del sottolineato, del testo monospazio e del barrato, funzionano.

Vorrei […]

Questo è un post di prova pubblicato dall’app Raccoon, dopo l’installazione del plugin #WordPress Enable mastodon app, una soluzione che implementa in un qualsiasi sito WordPress le API di mastodon.

Obiettivi

L’obiettivo è capire se i tag di formattazione presenti su Raccoon, come quelli del grassetto, del corsivo, del sottolineato, del testo monospazio e del barrato, funzionano.

Vorrei provare anche le citazioni ma non so bene quale tag utilizzare…

…quindi Ne utilizzo due.

Vediamo invece se funzionano le menzioni e come vanno trattate:

@test

@test

Allego anche un’immagine per capire come verrà visualizzata su WordPress

#Activitypub #Raccoon

informapirata.it/2025/12/04/po…

#ActivityPub #Raccoon #wordpress

informapirata.it/2025/12/04/po…

Enable Mastodon Apps

Allow accessing your WordPress with Mastodon clients. Just enter your own blog URL as your instance.

^{WordPress.org}

The Intel 8087 and Conditional Microcode Tests

Continuing his reverse-engineering of the Intel 8087, [Ken Shirriff] covers the conditional tests that are implemented in the microcode of this floating point processing unit (FPU). This microcode contains the details on how to perform the many types of specialized instructions, like cos and arctan, all of which decode into many microcode ops. These micro ops are executed by the microcode engine, which [Ken] will cover in more detail in an upcoming article, but which is effectively its own CPU.

Conditional instructions are implemented in hardware, integrating the states of various functional blocks across the die, ranging from the instruction decoder to a register. Here, the evaluation is performed as close as possible to the source of said parameter to save on wiring.

Implementing this circuitry are multiplexers, with an example shown in the top die shot image. Depending on the local conditions, any of four pass transistors is energized, passing through that input. Not shown in the die shot image are the inverters or buffers that are required with the use of pass transistors to amplify the signal, since pass transistors do not provide that feature.

Despite how firmly obsolete the 8087 is today, it still provides an amazing learning opportunity for anyone interested in ASIC design, which is why it’s so great that [Ken] and his fellow reverse-engineering enthusiasts keep plugging away at recovering all this knowledge.

hackaday.com/2026/01/11/the-in…

The SCSI Film Scanner Resurrection

[Ronan] likes 35mm film photography, but the world, of course, has gone digital. He picked up an Epson FilmScan 200 for about €10. This wonder device from 1997 promised to convert 35mm film to digital at 1200 DPI resolution. But there was a catch: it connects via SCSI. Worse, the drivers were forever locked to Windows 95/98 and Mac System 7/8.

In a surprise twist, though, [Ronan] recently resurrected a Mac SE/30 with the requisite SCSI port and the System 7 OS. Problem solved? Not quite. The official software is a plugin for Photoshop. So the obvious answer is to write new software to interact with the device.

First, of course, you have to figure out how the device works. A service manual provided clues that, as far as the SCSI bus knew, the device wasn’t a scanner at all, but a processor. The processor, though, used SCSI as a simple pipe to handle Epson’s standard “ESC/I” protocol.

Armed with that information and a knowledge of the Mac’s SCSI Manager API, the rest is just coding. Well, that is until [Ronan] tried to scan the other five negatives in the six-negative film carrier. He was frustrated until he found an old patched SANE driver for the scanner from 2002. By looking at how it worked, he was able to figure out how to switch to the other negatives.

Color scanning also took a little coaxing. The scanner returns three monochrome images, one for each color channel. Some assembly, then, is required. In the end, though, the project was a complete success. Can’t find a FilmScan 200? Don’t have a SCSI port? There’s always the roll-your-own approach.

hackaday.com/2026/01/11/the-sc…

A Much Faster Mac On A Microcontroller

Emulating older computers on microcontrollers has been a staple of retrocomputing for many years now, with most 8-bit and some 16-bit machines available on Atmel, ARM, or ESP32 platforms. But there’s always been a horsepower limit, a point beyond which a microcontroller is no longer enough, and a “proper” computer is needed. One of those barriers now appears to have been broken, as microcontroller-based emulation moves into the 32-bit era. [Amcchord] has the Basilisk II emulator ported to the ESP32-P4 platform, providing a 68040 Mac able to run OS8.1. This early-1990s-spec machine might not seem like much in 2026, but it represents a major step forward.

The hardware it uses is the M5Stack Tab5, and it provides an emulated Mac with up to 16 MB of memory. Remember, in 1992 this would have been a high-spec machine. It manages a 15 frames per second refresh rate, which is adequate for productivity applications. The emulator uses the Tab5’s touchscreen to emulate the Mac mouse alongside support for USB input devices. To 1990 hackers, it’s almost the Mac tablet you didn’t know you would want in the future.

We like this project, both because it’s advancing the art of emulation on microcontrollers, and also because it delivers a computer that’s useful for some of the things you might have done with a Mac in 1992 and could even do today. Pulling this out on the train back then would have blown people’s minds. There’s even a chance that MacOS on something like this would turn a few heads in 2026. It’s certainly not the first emulated Mac we’ve seen though.

hackaday.com/2026/01/11/a-much…

Reverse-Engineering the Tamagotchi IR Connection

The Tamagotchi Connection is a series of Tamagotchi toys that took the original portable pet concept and mixed things up with a wireless connection, which allowed you to interact with the pets of other proud Tamagotchi owners. This wireless connection is implemented using an infrared transceiver, somewhat like IrDA, but as [Zach Resmer] discovered while reverse-engineering this connection, it’s actually what is called ‘Nearly NEC’ by [Natalie Silvanovich], who has a GitHub repository full of related Tamagotchi hacking tools and ROM dumps.

With the protocol figured out, creating a transceiver for low-bitrate infrared communication isn’t particularly hard. In this case, it was implemented using an RP2040 MCU and an appropriate IR LED and receiver pair. This Tamagometer project was also implemented as an app for the Flipper Zero, and a custom PCB called the Pico TamaBadge by [Daniel Weidman].

There’s a web application associated with [Zach]’s project using a Web Serial-enabled browser (i.e. Chrome). The serial protocol is somewhat documented in the patent for the device’s connection feature, which makes it relatively easy to implement yourself.

hackaday.com/2026/01/10/revers…

ESP with EEG — No, Not That ESP!

While EEG research might help you figure out extrasensory perception, we won’t be betting on it. However, if you want to read EEG data and use an ESP32, [Cerelog-ESP-EEG] might be the right project for you. The commercial project is an 8-channel biosensing board suitable for EEG, EMG, ECG, and brain-computer interface studies. However, the company says, “We love the hacker community! We explicitly grant permission for Personal & Educational Use.” We love you too.

They do require you to agree not to sell boards you are building, and they give you schematics, but no PC board layout. That’s understandable, although we’d guess that achieving good results will require understanding how to lay out highly sensitive circuits.

What you do get is the schematic and the firmware source. They note that you may have to modify the firmware if you want to switch modes, change gain, or enable haptic feedback, among other things. At the application layer, the device is compatible with Lab Streaming Layer, and there is a fork of OpenBCI (brain control interface) that understands how to talk to the board.

Even if you don’t want to directly clone the device, there’s a ton of information here if you are interested in EEG or any other small signal acquisition. We’ve seen a number of interfaces like this, but we are still waiting to see a killer application.

hackaday.com/2026/01/10/esp-wi…

A 1990s VNA Gets An LCD

A Vector Network Analyser, or VNA, is the ultimate multi-tool of RF test equipment. They can now be had in not very capable form for almost pocket money prices, but the professional-grade ones cost eye-watering sums. Enough to make an older VNA for a few hundred on eBay a steal, and [W3AXL] has just such a device in an HP 8714C. It’s the height of 1990s tech with a floppy drive and a green-screen CRT, but he’s homing right in on the VGA monitor port on the back. Time for a colour LCD upgrade!

There are two videos below the break, posted a year apart, because as we’re sure many of you will know, events have a habit of getting in the way of projects. In the first, we see the removal of the CRT module and safe extraction of its electronics, followed by the crafting of a display bezel for the LCD. Meanwhile, the second video deals with the VNA itself, extracting the VGA signal and routing it forward to the new module.

We’re struck not for the first time by the high quality of the construction in this piece of test equipment; it’s not only substantial but well designed for maintenance and disassembly. [W3AXL] sensibly leaves the RF part alone, but both CRT and mainboard modules slide out with minimal screw removals and few problems in reassembly.

He goes the extra mile with a second iteration of the display mount and a curved print to fit the CRT shape in the front panel. The result is a colour display on the instrument, and we’re guessing, a much lighter device, too.

If VNAs are new to you, then you might wish to learn a little about them,

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Simplifying the SmartKnob

A knob can make a surprisingly versatile interface, particularly if it’s the SmartKnob, which builds a knob around a BLDC motor for programmable haptic response. It can rotate freely or with a set resistance, spring back to a fixed point when released, stick at detent points, and completely change its behavior as the interface demands. For people inexperienced in electronic assembly, though, smartknobs can be difficult to assemble. That’s why [Kokensha Tech] designed a simpler version, while at the same time letting it use a wider range of BLDC motors.

In addition to a motor, the original design used a magnetic encoder to detect position and a strain gauge to detect pressure on the knob. A circular LCD on the knob itself provided visual feedback, but it also required the motor to have a hollow center shaft. The LCD control wires running through the shaft proved tricky to assemble. [Kokensha Tech] moved the display out of the knob and onto a separate breakout board, which plugs into the controller board. This greatly broadens the range of compatible motors, since they no longer need a hollow shaft.

The motor now fits on a separate carrier board, which makes it easier to swap out different motors. The carrier board has mounting holes sized for a wide variety of motors, and four different types of motor connectors. [Kokensha Tech] also redesigned the rest of the PCB for easier soldering, while avoiding components with narrow pin spacing whenever possible. The original design used a LILYGO T-micro32 Plus MCU. The ESP32 is both cheaper and easier to solder, so it was a no-brainer to swap it in.

We’ve covered the original SmartKnob before, including a more in-depth look at its design. We’ve also seen another project use BLDCs and field-oriented control to make haptic knobs.

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hackaday.com/2026/01/10/simpli…