Running Linux On The PS5 With A Hypervisor Exploit

May 1, 2026 by Maya Posch 7 Comments

Since Sony’s PlayStation 5 console is quite literally an AMD-based gaming PC with a custom mainboard, the only thing that really keeps anyone from just installing another operating system on it is the hypervisor-based firmware. Since in older firmware for the original ‘phat’ PlayStation 5 there exists a hypervisor exploit, this logically means that you can totally run Linux on them, as demonstrated by [Andy Nguyen] with the PS5-linux project on GitHub.

PS5 firmware version 5.x from 2022 seems to have at least partially addressed this particular vulnerability, so this leaves firmware versions 3.x and 4.x supported by PS5-linux for now. Firmware versions 1.x and 2.x also have this vulnerability, but [Andy] hasn’t added support for these yet. As for the prospect of running PS5-linux on 5.x firmware the prospect is less certain, but it’s reckoned that since the OS would then run inside the hypervisor it’d be quite limited in its functionality. Firmware versions 6+ are currently still firmly locked-down.

If you have an original PS5 kicking around with the right firmware version, to use the project you need a 64+ GB USB drive to run from and USB dongles for Wi-Fi/Ethernet. For Bluetooth support you also need a dongle. With the USB drive inserted into the console, on boot it runs the jailbreak exploit and sends the bootloader as payload. If all goes well you should then see the desktop of Ubuntu 26.04 Resolute Raccoon pop up.

It’s arguable how practical this currently is, but since it doesn’t modify the PS5 firmware it’s not permanent at least. Unfortunately Linux doesn’t have drivers for much of the PS5’s hardware, so the available video resolutions are limited, power management features such as standby are not working, and there are currently bugs related to HDMI audio and video output on some monitors.

It’s unfortunate that features like OtherOS (before it got pulled) on the PlayStation 3 or the official Linux for the PlayStation 2 aren’t a thing any more, but this hack offers at least some glimpse of what that could have been like for a modern Sony console.

Five Different Styles Of Cardboard Hinges

April 30, 2026 by Maya Posch 4 Comments

Simple paper hinge. (Credit: Itoshige Studio, YouTube)

One doesn’t generally associate cardboard with structural components like hinges, but [Itoshige Studio] assures us that you can absolutely create hinges out of this ubiquitous material. In total the video covers five different designs, ranging from the simple and straightforward to an interlocking tab design that approximates a typical steel hinge with paper rod to keep both sides of the hinge together.

The most simple hinge is unsurprisingly just a strip of craft paper, which is also demonstrated as the hinge for a wooden box in lieu of the typical metal hinge. This same principle is then demonstrated for a fancy cardboard box.

From here the hinge designs increasingly get more involved, with first a seamless hinge variation, and then a kamichoban hinge design that’s inspired by traditional Japanese room dividers and furniture, using panels that are interconnected with overlapping sections to create a fascinatingly flexible hinge that can fully fold either way.

The flush hinge design is somewhat like the craft paper hinge, but significantly fancier and probably sturdier, while also looking pretty good on something like a cabinet. Finally the interlocking tab hinge is effectively a cardboard version of the hinge design that’s found on every room’s door, with a similar level of flexibility. This is obviously the trickiest one to assemble and get right, but it has its own charm.

Considering that all of these examples use regular corrugated cardboard that we get shipped to our homes by the truckload, the cost to try these examples is your time plus some basic tools and glue. The author also sells a book that contains templates – in addition to digital versions – for these hinges and other designs, if you’d like to enjoy the 100% paper experience.

Thanks to [greg_bear] for the tip.

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Transcribing The Source Of The First DOS For The IBM PC

April 30, 2026 by Maya Posch 9 Comments

Doing software archaeology can be a harrowing task, as rarely do you find complete snapshots of particular versions of software. Case in point the development of MS-DOS – also known as IBM PC DOS – from 86-DOS, which recently got a lucky break in the form of printed source listings. These printouts come courtesy of [Tim Paterson], the creator of 86-DOS and of MS-DOS during his time working for Microsoft.

These code listings contain the sources of the 86-DOS 1.00 kernel, multiple development snapshots, and also listings for utilities like CHKDSK. These printed listings additionally contain many handwritten notes, making transcribing it into working source code somewhat of a chore. The results can be found on the GitHub project page, with the original scans available on Archive.org.

Of the ten bundles of continuous feed paper prints all but two have been transcribed so far, though with the various DOS kernels and the Seattle Computer Products (SCP) assembler source already ready for compilation. This includes 86-DOS 1.00, MS-DOS 1.25 and PC-DOS 1.00-dev, requiring the same SCP assembler to create a binary.

In the project page README a number of blog posts are also linked that add even more technical detail. Anyone who wants to pitch in with transcribing and/or testing recovered source code is welcome to do so.

Why Model Collapse In LLMs Is Inevitable With Self-Learning

April 29, 2026 by Maya Posch 74 Comments

There is a persistent belief in the ‘AI’ community that large language models (LLMs) have the ability to learn and self-improve by tweaking the weights in their vector space. Although there’s scant evidence that tweaking a probability vector space is anything like the learning process in biological brains, we nevertheless get sold the idea that artificial general intelligence (AGI) is just around the corner if we do just enough tweaking.

Instead of emerging super intelligence, the most likely outcome is what is called model collapse, with a recent paper by [Hector Zenil] going over the details on why self-training/learning in LLMs and similar systems is a fool’s errand. For those who just want the brief summary with all the memes, [Metin] wrote a blog post covering the basics.

In the end an LLM as well as a diffusion model (DM) is a statistical model of input data using which a statistically likely output can be generated (inferred) based on an input query. It follows intuitively that by using said output to adjust the model with, the model will over time converge on a kind of statistical singularity rather than some ‘AI singularity’ event. This is also why these models need to be constantly trained with external, human-generated data in order to prevent such a collapse.

In the paper by [Hector] a mathematical model is created to demonstrate that an LLM, DM or similar statistical model undergoes degenerative dynamics whenever said external input is reduced. Although in the paper a mechanism is suggested to counter the entropy decay within the model, the ultimate point is that a statistical model cannot improve itself without continuous external anchoring.

The idea of LLMs being at all intelligent in any sense has been a contentious one, with the concept of language models being equated with ‘AI’ dating back to the 20th century, including as fun home computer projects. Much of the problem probably lies in humans projecting intelligent behavior onto these statistical models, turning LLMs into ‘counterfeit humans’, not helped by how closely generated text can resemble something written by a human, even if completely confabulated.

Thanks to [deshipu] for the tip.

How To Kill Humidity Sensors With Humidity

April 29, 2026 by Maya Posch 15 Comments

An often overlooked section in the datasheets for popular humidity sensors like the BME280 and DHT22 is the ‘non-condensing humidity’ bit, which puts an important constraint on which environments you can use this sensor in. This was the painful lesson that [Mellow Labs] recently had to learn when multiple of such sensors had kicked the bucket after being used in a nicely steamed-up bathroom. Fortunately, it introduced him to sensors that are rated for use in condensing humidity environments, such as the SHT40 that’s demonstrated in the video.

This particular sensor is made by Sensirion, and as we can see in the datasheet it features a built-in heater that allows it to keep working even in a condensing environment. This heater has three heating levels which are controlled via the I2C interface, though duration is limited to one second in order to prevent overheating the sensor.

Of note is that you cannot take measurements while the heater is operating, and its use obviously increases power draw significantly. This then mostly leaves when to turn on the heater as an exercise to the engineer, with [Mellow Labs] opting to start the heater when relative humidity hit 70% as a conservative choice.

In the comments to the video other options for suitable sensors were pitched, including the Bosch BME690 which is similarly rated for condensing environments. All of which condenses down to the importance of reading the datasheet for any part that you intend to use in possibly demanding environments.

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Recycling PLA And Other Plastic Waste With Compression Molding

April 28, 2026 by Maya Posch 3 Comments

After previously trying out low-tech compression molding with a toaster oven and 3D printed molds, [future things] is back with a video that seeks to explore some of the questions raised after the first video. Questions such as how well this method works with HDPE and PLA thermoplastics, whether the flashing could be cut off by the mold and the right temperatures and times to heat the plastic before a charge is ready for inserting into the mold.

In this video the same PHA-based mold is used, but in a three-piece configuration to allow for a more complex shape. This way game tokens could be made for use by the son of the author, which also shows one straightforward and very practical use of this method.

A big change here is that no more metal chopsticks are used to handle the charge, as this was found to cool down the heated plastic too much. Instead the hot charge is handled with fingers and wooden chopsticks, with the plastic heated until it has about the consistency of thick honey. For LDPE this takes about 5-7 minutes at 130°C. After compressing the charge into the mold, about 30 seconds are all it takes for the plastic to cool down enough.

There was a question about the use of mold release spray, but this didn’t seem to cause any issues, so can probably be used safely. As for other plastic types, HDPE works fine too when you heat it up at a slightly higher temperature and don’t mind it being tougher to handle.

Easiest is probably PLA, which would seem unsurprising. Using some chopped-up PLA printing waste it was easy enough to make a few more game tokens, demonstrating that this method is very viable for converting scrap FDM print waste into such items. As noted in the comments by [edmundchao] this method works great too for PETG, using PETG molds, while using a ratcheting clamp for extra pressure instead of just pressing by hand.

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Can You 3D Print A Pinball Machine That’s Fun To Play?

April 28, 2026 by Maya Posch 8 Comments

It seems fair to say that pinball machines are among the most universally loved gaming systems known today, yet the full-sized ones are both very expensive and very large, while even the good quality table-sized ones tend to be on the expensive side. That raises the question of whether a fully 3D printed pinball machine could at all be fun and not just feel like a cheapo toy? A recent video by [Steven] from [3D Printer Academy] on YouTube makes here a compelling argument that it might actually be worth something to consider.

In addition to being fully modular and customizable the most compelling element is probably that the design supports two- and four-player multiplayer. This sees the metal balls leaving at the rear and from there entering the playing field of another player’s machine, which can probably get pretty chaotic.

Unfortunately this is part of a Kickstarter campaign, so you’ll have to either shell out some cash to get access to the print files or DIY your own version. We’d also be remiss to not address the durability concerns of a 100% plastic pinball machine like this, plus the lack of serious heft to compensate for more enthusiastic playing styles.

If you are more into traditional DIY pinball machines, we have covered these as well, along with small screen-based machines, and their miniature brethren for when space is really at a premium.

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