Hackaday Podcast Episode 349: Clocks, AI, And A New 3D Printer Guy

Hackaday Editors Elliot Williams and Al Williams met up to cover the best of Hackaday this week, and they want you to listen in. There were a hodgepodge of hacks this week, ranging from home automation with RF, volumetric displays in glass, and some crazy clocks, too.

Ever see a typewriter that uses an ink pen? Elliot and Al hadn’t either. Want time on a supercomputer? It isn’t free, but it is pretty cheap these days. Finally, the guys discussed how to focus on a project like Dan Maloney, who finally got a 3D printer, and talked about Maya Posch’s take on LLM intelligence.

Check out the links below if you want to follow along, and as always, tell us what you think about this episode in the comments!

Download the human-generated podcast in mostly mono, but sometimes stereo, MP3.

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This Week In Security: Hornet, Gogs, And Blinkenlights

Microsoft has published a patch-set for the Linux kernel, proposing the Hornet Linux Security Module (LSM). If you haven’t been keeping up with the kernel contributor scoreboard, Microsoft is #11 at time of writing and that might surprise you. The reality is that Microsoft’s biggest source of revenue is their cloud offering, and Azure is over half Linux, so Microsoft really is incentivized to make Linux better.

The Hornet LSM is all about more secure eBPF programs, which requires another aside: What is eBPF? First implemented in the Berkeley Packet Filter, it’s a virtual machine in the kernel, that allows executing programs in kernel space. It was quickly realized that this ability to run a script in kernel space was useful for far more than just filtering packets, and the extended Berkeley Packet Filter was born. eBPF is now used for load balancing, system auditing, security and intrusion detection, and lots more.

This unique ability to load scripts from user space into kernel space has made eBPF useful for malware and spyware applications, too. There is already a signature scheme to restrict eBPF programs, but Hornet allows for stricter checks and auditing. The patch is considered a Request For Comments (RFC), and points out that this existing protection may be subject to Time Of Check / Time Of Use (TOCTOU) attacks. It remains to be seen whether Hornet passes muster and lands in the upstream kernel. Continue reading “This Week In Security: Hornet, Gogs, And Blinkenlights”

Jenny’s Daily Drivers: Haiku R1/beta5

Back in the mid 1990s, the release of Microsoft’s Windows 95 operating system cemented the Redmond software company’s dominance over most of the desktop operating system space. Apple were still in their period in the doldrums waiting for Steve Jobs to return with his NeXT, while other would-be challengers such as IBM’s OS/2 or Commodore’s Amiga were sinking into obscurity.

Into this unpromising marketplace came Be inc, with their BeBox computer and its very nice BeOS operating system. To try it out as we did at a trade show some time in the late ’90s was to step into a very polished multitasking multimedia OS, but sadly one which failed to gather sufficient traction to survive. The story ended in the early 2000s as Be were swallowed by Palm, and a dedicated band of BeOS enthusiasts set about implementing a free successor OS. This has become Haiku, and while it’s not BeOS it retains API compatibility with and certainly feels a lot like its inspiration. It’s been on my list for a Daily Drivers article for a while now, so it’s time to download the ISO and give it a go. I’m using the AMD64 version.

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FLOSS Weekly Episode 858: YottaDB: Sometimes The Solution Is Bigger Servers

This week Jonathan chats with K. S. Bhaskar about YottaDB. This very high performance database has some unique tricks! How does YottaDB run across multiple processes without a daemon? Why is it licensed AGPL, and how does that work with commercial deployments? Watch to find out!

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Why LLMs Are Less Intelligent Than Crows

The basic concept of human intelligence entails self-awareness alongside the ability to reason and apply logic to one’s actions and daily life. Despite the very fuzzy definition of ‘human intelligence‘, and despite many aspects of said human intelligence (HI) also being observed among other animals, like crows and orcas, humans over the ages have always known that their brains are more special than those of other animals.

Currently the Cattell-Horn-Carroll (CHC) theory of intelligence is the most widely accepted model, defining distinct types of abilities that range from memory and processing speed to reasoning ability. While admittedly not perfect, it gives us a baseline to work with when we think of the term ‘intelligence’, whether biological or artificial.

This raises the question of how in the context of artificial intelligence (AI) the CHC model translate to the technologies which we see in use today. When can we expect to subject an artificial intelligence entity to an IQ test and have it handily outperform a human on all metrics?

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Illustrated Kristina with an IBM Model M keyboard floating between her hands.

Keebin’ With Kristina: The One With The C64 Keyboard

[Jean] wrote into the tips line (the system works!) to let all of us know about his hacked and hand-wired C64 keyboard, a thing of beauty in its chocolate-brown and 9u space bar-havin’ glory.

A C64 keyboard without the surrounding C64.
Image by [Jean] via GitHub
This Arduino Pro Micro-based brain transplant began as a sketch, and [Jean] reports it now has proper code in QMK. But how is a person supposed to use it in 2025, almost 2026, especially as a programmer or just plain serious computer user?

The big news here is that [Jean] added support for missing characters using the left and right Shift keys, and even added mouse controls and Function keys that are accessed on a layer via the Shift Lock key. You can see the key maps over on GitHub.

I’ll admit, [Jean]’s project has got me eyeing that C64 I picked up for $12 at a thrift store which I doubt still works as intended. But don’t worry, I will test it first.

Fortunately, it looks like [Jean] has thought of everything when it comes to reproducing this hack, including the requisite C64-to-Arduino pinout. So, what are you waiting for?

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Linux Fu: The SSD Super Cache

NVMe solid state disk drives have become inexpensive unless you want the very largest sizes. But how do you get the most out of one? There are two basic strategies: you can use the drive as a fast drive for things you use a lot, or you can use it to cache a slower drive.

Each method has advantages and disadvantages. If you have an existing system, moving high-traffic directories over to SSD requires a bind mount or, at least, a symbolic link. If your main filesystem uses RAID, for example, then those files are no longer protected.

Caching sounds good, in theory, but there are at least two issues. You generally have to choose whether your cache “writes through”, which means that writes will be slow because you have to write to the cache and the underlying disk each time, or whether you will “write back”, allowing the cache to flush to disk occasionally. The problem is, if the system crashes or the cache fails between writes, you will lose data.

Compromise

For some time, I’ve adopted a hybrid approach. I have an LVM cache for most of my SSD that hides the terrible performance of my root drive’s RAID array. However, I have some selected high-traffic, low-importance files in specific SSD directories that I either bind-mount or symlink into the main directory tree. In addition, I have as much as I can in tmpfs, a RAM drive, so things like /tmp don’t hit the disks at all.

There are plenty of ways to get SSD caching on Linux, and I won’t explain any particular one. I’ve used several, but I’ve wound up on the LVM caching because it requires the least odd stuff and seems to work well enough.

This arrangement worked just fine and gives you the best of both worlds. Things like /var/log and /var/spool are super fast and don’t bog down the main disk. Yet the main disk is secure and much faster thanks to the cache setup. That’s been going on for a number of years until recently.

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