Wordle bot

Solving Wordle By Adding Machine Vision To A 3D Printer

Truth be told, we haven’t jumped on the Wordle bandwagon yet, mainly because we don’t need to be provided with yet another diversion — we’re more than capable of finding our own rabbit holes to fall down, thank you very much. But the word puzzle does look intriguing, and since the rules and the interface are pretty simple, it’s no wonder we’ve seen a few efforts like this automated Wordle solver crop up lately.

The goal of Wordle is to find a specific five-letter, more-or-less-common English word in as few guesses as possible. Clues are given at each turn in the form of color-coding the letters to indicate whether they appear in the word and in what order. [iamflimflam1]’s approach was to attach a Raspberry Pi camera over the bed of a 3D printer and attach a phone stylus in place of the print head. A phone running Wordle is placed on the printer bed, and Open CV is used to find both the screen of the phone, as well as the position of the phone on the printer bed. From there, the robot uses the stylus to enter an opening word, analyzes the colors of the boxes, and narrows in on a solution.

The video below shows the bot in use, and source code is available if you want to try it yourself. If you need a deeper dive into Wordle solving algorithms, and indeed other variant puzzles in the *dle space, check out this recent article on reverse engineering the popular game.

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3D Printed CPU Bracket Reduces Temperatures

What do you do when your motherboard bends your CPU? If you’re [Karta] or [Luumi], you 3D print a new retaining bracket to fix the problem. [Karta] originated the design, and [Luumi] also tried it and produced the video you can see below.

We think we find flat surfaces all the time, but it is actually very difficult to create something truly flat. You usually learn this when you try to maximize heat transfer between two surfaces. Getting two supposedly flat surfaces to touch is quite hard. CPU brackets use a combination of pressure and some sort of thermal media or paste to fill in any gaps between the CPU case and the heat sink. Intel’s LGA1700 bracket is an example, but there’s been a problem. Apparently, with recent CPUs, the bracket is a little too tight, and it bends the CPU’s case. It doesn’t hurt the CPU, but it does inhibit thermal transfer.

Others have “fixed” this problem by adding some washers to slightly raise the bracket. In both cases, there has been some very small improvement in CPU temperatures. [Luumi] says part of the problem is his water cooling block is not completely flat and needs to be lapped. [Karta], however, reported a 7 degree drop in temperatures, which is pretty significant.

We love seeing how 3D printing can fix or improve things you own. They talk a lot about lapping in the video, and, in some cases, people actually risk lapping the IC die itself to make it flatter. It can help, but the risk is relatively high and the gain is relatively low.

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Drift Trike Puts A New Spin On Things With Ice Wheels

A drift trike is a small sturdy tricycle with a powered front wheel and rear wheels with low friction so that you can drift. They’re fun but there are tons of them. Nowadays, if you want to make your own drift trike that stands out, you have to put your own spin on it. And in terms of extra spin, what better way to do it,than to use ice for the wheels. [Sam Barker] started by breaking down an old used BMX bike. A front-wheel hub motor wasn’t available so he had to make some modifications to use his rear-wheel one as a front wheel. After tweaking the seat to put more weight on the front wheel for better traction, it was time to get started on wheels.

Rather than using straight ice, he settled on using a composite. Inspired by Pykrete, he swapped the wood pulp for cotton fibers. After weighing out different percentages of fiber to water, he had a half dozen or so different samples to test. What he found was that anything about 2% was quite strong to the point where smacking it with a hammer didn’t do much. Happy with the results, he 3D printed a mold to hold the ice as it hardens. [Sam] pulled it out a little too early only to have the some of the unfrozen middle leak out. He refilled the mold and got a second wheel going. After waiting for it to fully freeze, he had one and a half wheels and it was time to go for a spin. We appreciate the furze-esk music during the drifting as he is a clear inspiration throughout all of this. We love seeing the tire skids on the pavement, knowing they’ll evaporate soon.

It’s telling that wheels lasted longer than the frame. He admits he just got his MIG welder, so perhaps next time with more practice his tacks will be a little stronger. [Sam] has a love for making electronic vehicles as he’s made a monowheel, a bicycle, and now a tricycle. Perhaps some sort of giant four-wheeled inline skate is next? Other drift trikes don’t go the route of reducing friction but instead focus on delivering so much torque to the wheels that they can’t help but slip. Video after the break.

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Cascade Failures, Computer Problems, And Ohms Law: Understanding The Northeast Blackout Of 2003

We’ve all experienced power outages of some kind, be it a breaker tripping at an inconvenient time to a storm causing a lack of separation between a tree and a power line. The impact is generally localized and rarely is there a loss of life, though it can happen. But in the video below the break, [Grady] of Practical Engineering breaks down the Northeast Blackout of 2003, the largest power failure ever experienced in North America. Power was out for days in some cases, and almost 100 deaths were attributed to the loss of electricity.

[Grady] goes into a good amount of detail regarding the monitoring systems, software simulation, and contingency planning that goes into operating a large scale power grid. The video explains how inductive loads cause reactance and how the effect exacerbated an already complex problem. Don’t know what inductive loads and reactance are? That’s okay, the video explains it quite well, and it gives an excellent basis for understanding AC electronics and even RF electronic theories surrounding inductance, capacitance, and reactance.

So, what caused the actual outage? The complex cascade failure is explained step by step, and the video is certainly worth the watch, even if you’re already familiar with the event.

It would be irresponsible to bring up the 2003 outage without talking about the Texas ERCOT outages just one year ago– an article whose comments section nearly caused a blackout at the Hackaday Data Center!

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Hacking An Extra SATA Port Into A Thin Client

Thin clients were once thought by some to be the future of computing. These relatively low-power machines would rely on large server farms to handle the bulk of their processing and storage, serving only as a convenient local way for users to get access to the network. They never quite caught on, but [Jan Weber] found an old example and set about repurposing it as a NAS.

The Fujitsu Futro S900 was built up to 2013, and only had one SATA port from the factory. [Jan] wanted to add another as this would make the device more useful as a network attached storage server.

The motherboard design was intended primarily for industrial control or digital signage applications, and thus has plenty of interfaces onboard. [Jan]’s first target was some unpopulated footprints for SATA ports onboard, but after soldering on a connector, it was found that the BIOS wouldn’t recognise the extra ports anyway.

However, after reflashing the BIOS with one from an alternate model, the port worked! The system also seemed to then imagine it was connected to many additional LAN interfaces, but other than that glitch, the hack is functional. Now, with a pair of 2 TB SSDs inside, the S900 is a great low-power NAS device that can store [Jan]’s files.

It’s a tidy hack, and one that will likely appeal to those who prefer to run their own hardware rather than relying on the cloud. If you’re working on your own innovative NAS project, be sure to let us know!

Surgically Implanted Bluetooth Devices Don’t Help Would-Be Exam Cheats

A pair of would-be exam cheats were caught red-handed at the Mahatma Gandhi Memorial Medical College in Indore, India, as they tried to use Bluetooth devices surgically implanted in their ears for a bit of unauthorised exam-time help.

It’s a news story that’s flashed around the world and like most readers we’re somewhat fascinated by the lengths to which they seem to have been prepared to go, but it’s left us with a few unanswered questions. The news reports all have no information about the devices used, and beyond the sensationalism of the story we’re left wondering what the practicalities might be.

Implanting anything is a risky and painful business, and while we’ve seen Bluetooth headphones and headsets of all shapes and sizes it’s hardly as though they’re readily available in a medically safe and sterile product. Either there’s a substantial rat to be smelled, or the device in question differs slightly from what the headlines would lead us to expect.

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bending the wood

Better Kerf Cuts With A CNC Bit

Bending wood is a complex affair. Despite the curves inherent in trees, most wood does not naturally want to bend. There are a few tricks you can use to bend it however, such kerf cutting and steaming. [JAR made] has a clever hack to make better kerf cuts using a CNC bit.

Typically kerfs are cut with a table saw or a miter saw set to trench. Many laser-cut box generations use kerfs to allow the piece to bend. The downside is that the cuts are straight cuts that are the same thickness throughout. This means that when the wood is bent into its shape, there are large gaps that need to be filled if you want the wood to look continuous. The hack comes in by using a router (not the networking kind) with a 6.2-degree taper. This means that the kerfs that it makes are angled. By placing the right amount of cuts and spacing them out equally, you get a perfectly rounded curve. To help with that even spacing, he whipped up a quick jig to make the cuts repeatable. Once all the cuts were made, the time to bend came, and [JAR made] used some hot water with fabric softener to assist with the bend. His shelves turned out wonderfully.

He makes the important statement that this CNC bit isn’t designed with this use case in mine and the chances of it snapping or breaking are high. Taking precautions to be safe is key if you try to reproduce this technique. Perhaps you can bust out some framing lumber and bend it into some beautiful furniture.

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