Author: Jenny List

2758 Articles

AI Can Now Compress Text

April 28, 2024 by 42 Comments

There are many claims in the air about the capabilities of AI systems, as the technology continues to ascend the dizzy heights of the hype cycle. Some of them are true, others stretch definitions a little, while yet more cross the line into the definitely bogus. [J] has one that is backed up by real code though, a compression scheme for text using an AI, and while there may be limitations in its approach, it demonstrates an interesting feature of large language models.

The compression works by assuming that for a sufficiently large model, it’s likely that many source texts will exist somewhere in the training. Using llama.cpp it’s possible to extract the tokenization information of a piece of text contained in its training data and store that as the compressed output. The decompressor can then use that tokenization data as a series of keys to reassemble the original from its training. We’re not AI experts but we are guessing that a source text which has little in common with any training text would fare badly, and we expect that the same model would have to be used on both compression and decompression. It remains a worthy technique though, and no doubt because it has AI pixie dust, somewhere there’s a hype-blinded venture capitalist who would pay millions for it. What a world we live in!

Oddly this isn’t the first time we’ve looked at AI text compression.

The Z80 Is Dead. Long Live The Free Z80!

April 28, 2024 by 26 Comments

It’s with a tinge of sadness that we and many others reported on the recent move by Zilog to end-of-life the original Z80 8-bit microprocessor. This was the part that gave so many engineers and programmers their first introduction to a computer of their own. Even though now outdated its presence has been a constant over the decades. Zilog will continue to sell a Z80 derivative in the form of their eZ80, but that’s not the only place the core can be found on silicon. [Rejunity] is bringing us an open-source z80 core on real hardware, thanks of course to the TinyTapeout ASIC project. The classic core will occupy two tiles on the upcoming TinyTapeout 7. While perhaps it’s not quite the same as a real 40-pin DIP in your hands, like all of the open-source custom silicon world, it’s as yet early days.

The core in question is derived from the TV80 open-source core, which we would be very interested to compare when fabricated at TinyTapeout’s 130nm process with an original chip from a much larger 1970s process. While It’s true that this project is more of an interesting demonstration of TinyTapeout than a practical everyday Z80, it does at least serve as a reminder that there may be a future point in which a run of open-source real Z80s or other chips might become possible.

This isn’t the first time we’ve featured a TinyTapeout project.

Photo Shows Real Spiders From Mars

April 27, 2024 by 14 Comments

A cornerstone of early 1970s rock music culture was the British singer David Bowie in his Ziggy Stardust persona, along with his backing band the Spiders from Mars. You can tell that the PR department at the European Space Agency were beside themselves with glee at the opportunity to reference them when their Mars Express spacecraft snapped a picture of some of the planets surface structures which bear a passing resemblance to Earth-bound spiders. We can’t blame them, we’d have done the same.

While these spiders are definitely not arachnid in origin, they are no less interesting. Over the Martian winter there form layers of carbon dioxide ice, which turn to gas under the influence of the Sun. This gas becomes trapped underneath layers of ice, until it forms sufficient pressure to burst through and escape. In doing so it brings up dark dust which settles along fissures in the ice, leading to the spider-like patterns when viewed from orbit.

So no life on Mars then, at least as yet. But it’s an interesting observation, and another little piece in the puzzle of understanding our planetary neighbor, as well as an excuse for a classic rock earworm. Meanwhile, this isn’t the first time we’ve reported on the ESA Mars probes.

How To Cast Silicone Bike Bits

April 26, 2024 by 22 Comments

It’s a sad fact of owning older machinery, that no matter how much care is lavished upon your pride and joy, the inexorable march of time takes its toll upon some of the parts. [Jason Scatena] knows this only too well, he’s got a 1976 Honda CJ360 twin, and the rubber bushes that secure its side panels are perished. New ones are hard to come by at a sensible price, so he set about casting his own in silicone.

Naturally this story is of particular interest to owners of old motorcycles, but the techniques should be worth a read to anyone, as we see how he refined his 3D printed mold design and then how he used mica powder to give the clear silicone its black colour. The final buses certainly look the part especially when fitted to the bike frame, and we hope they’ll keep those Honda side panels in place for decades to come. Where this is being written there’s a CB400F in storage, for which we’ll have to remember this project when it’s time to reactivate it.

If fettling old bikes is your thing then we hope you’re in good company here, however we’re unsure that many of you will have restored the parts bin for an entire marque.

Reverse Engineering A Fancy Disposable Vape

April 25, 2024 by 22 Comments

Many readers will be aware of the trend for disposable vapes, and how harvesting them for lithium-ion batteries has become a popular pastime in our community. We’re all used to the slim ones about the size of a marker pen, but it’s a surprise to find that they also come in larger sizes equipped with colour LCD screens. [Jason Gin] received one of this type of vape, and set about reverse engineering it.

What he found inside alongside the lithium-ion cell (we love his use of the term ” street lithium” by the way) was an ARM Cortex M0 microcontroller, 1 MB of flash, and that 80×160 display. Some investigation revealed this last part to have an ST7735S controller with an SPI interface. He turned his attention to the flash, which was filled with the bitmaps for the display. Seeing an opportunity there, this lead to the creation of a Windows 95 theme for the device.

Finally, the microcontroller turned out to be accessible with programming tools, with an unprotected firmware. The reverse engineering effort is ongoing, but we hope the result is a small dev board that will at least save some of the from being e-waste. If you’re curious, all the tools used are in a GitHub repository.

Meanwhile, we’ve looked at street lithium harvesting before.

Thanks [DeadFishOnTheLanding] for the tip!

The First European Pocket Calculator Came From Yugoslavia

April 24, 2024 by 10 Comments

At the start of the 1970s the pocket calculator was the last word in personal electronics, and consumers in Europe looked eagerly towards Japan or the USA for a glimpse of new products. Meanwhile the European manufacturers, perhaps Philips in the Netherlands, or Olivetti in Italy, would no doubt have been putting their best engineers on to the task of delivering the first domestic European models.

So who was first with a European-made calculator? Not the Dutch, the Italians, the Germans, or even the Brits, instead that honour went to the Yugoslavians. Digitron is a company located in Buje, in modern-day Croatia, and they pipped everyone else in Europe to the post back in 1971 with their DB800 model.

We read about the achievement through the above-linked exhibition, but perhaps the greatest surprise comes in finding relatively little technical information online about these machines. Other early calculators have been subjected to extensive teardowns, so we can see all manner of interesting period tech. This one however, other than references to using Japanese parts, has very little. Whose chip did it use, and were there any quirky design choices made? We hope that someone out there has one and is prepared to give the world a peek.

Meanwhile, we’ve looked at a few older calculators ourselves.

An Elbow Joint That Can

April 23, 2024 by 10 Comments

We’re not certain whether [Paul Gould]’s kid’s prosthetic elbow joint is intended for use by a real kid or is part of a robotics project — but it caught our eye for the way it packs the guts of a beefy-looking motorized joint into such a small space.

At its heart is a cycloidal gearbox, in which the three small shafts which drive the center gear are driven by a toothed belt. The motive power comes from a brushless motor, which is what gives the build that impressive small size. He’s posted a YouTube short showing its internals and it doing a small amount of weight lifting, so it evidently has some pulling power.

If you’re interested in working with this design, it can be downloaded for 3D printing from Thingiverse. We think it could find an application in plenty of other projects, and we’d be interested to see what people do with it. There’s certainly a comparison to be maid over robotic joints which use wires for actuation.

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