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Glasgow Museums

The Real-Life Events That Inspired Sunday's Game of Thrones

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Glasgow Museums

If you’ve been on the Internet at all since Sunday night, chances are pretty good that you know what happened on Game of Thrones whether you wanted to or not. But let me warn you now that there be spoilers ahead, so stop reading if you’re still trying to stay in the dark.

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Still here? OK. As shocking as Sunday’s Starkicide was, what’s even more shocking is that events like these actually happened. Author George R.R. Martin has said that the inspiration for the betrayal is based on two dark events in Scottish history: the Black Dinner of 1440 and the Massacre of Glencoe from 1692. “No matter how much I make up, there’s stuff in history that’s just as bad, or worse,” Martin has said. And he’s absolutely right. See for yourself.

The Massacre of Glencoe

In 1691, all Scottish clans were called upon to renounce the deposed King of Scotland, James VII, and swear allegiance to King William of Orange (of William and Mary fame). The chief of each clan had until January 1, 1692, to provide a signed document swearing an oath to William. The Highland Clan MacDonald had two things working against them here. First of all, the Secretary of State, John Dalrymple, was a Lowlander who loathed Clan MacDonald. Secondly, Clan MacDonald had already sworn an oath to James VII and had to wait on him to send word that they were free to break that oath.

Unfortunately, it was December 28 before a messenger arrived with this all-important letter from the former king. That gave Maclain, the chief of the MacDonald clan, just three days to get the newly-signed oath to the Secretary of State.

Maclain was detained for days when he went through Inveraray, the town of the rival Clan Campbell, but still managed to deliver the oath, albeit several days late. The Secretary of State’s legal team wasn't interested in late documents. They rejected the MacDonalds' sworn allegiance to William, and set plans in place to cut the clan down, “root and branch.”

In late January or early February, 120 men under the command of Captain Robert Campbell arrived at the MacDonalds’ in Glencoe, claiming to need shelter because a nearby fort was full. The MacDonalds offered their hospitality, as was custom, and the soldiers stayed there for nearly two weeks before Captain Drummond arrived with instructions to “put all to the sword under seventy.”

After playing cards with their victims and wishing them goodnight, the soldiers waited until the MacDonalds were asleep, then murdered as many men as they could manage—38 in all, some still in their beds. At least 40 women and children escaped, but fleeing into a blizzard blowing outside as their houses burned down meant that they all died of exposure (you can see a depiction of the grim scene above).

The massacre was considered especially awful because it was “Slaughter Under Trust”—sound familiar, Game of Thrones fans? To this day, the door at Clachaig Inn in Glen Coe has a sign on the door denying entry to Campbells.

Wikimedia Commons/Paul Hermans 

The Black Dinner

In November of 1440, the newly-appointed 6th Earl of Douglas, who was just 16, and his little brother David, were invited to join the 10-year-old King of Scotland, James II, for dinner at Edinburgh Castle. But it wasn’t the young King who had invited the Douglas brothers. The invitation had been issued by Sir William Crichton, Chancellor of Scotland, who feared that the Black Douglas (there was another clan called the Red Douglas) were growing too powerful.

As legend has it, the children were all getting along marvelously, enjoying food, entertainment and talking until the end of the dinner, when the head of a black bull was dropped on the table, symbolizing the death of the Black Douglas. The two young Douglases were dragged outside, given a mock trial, found guilty of high treason, and beheaded. It’s said that the Earl pleaded for his brother to be killed first so that the younger boy wouldn’t have to witness his older brother’s beheading.

Sir Walter Scott wrote this of the horrific event:

"Edinburgh Castle, toune and towre,
God grant thou sink for sin!
And that e'en for the black dinner
Earl Douglas gat therein."

Primary image courtesy of Glasgow Museums.

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iStock // Ekaterina Minaeva
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Man Buys Two Metric Tons of LEGO Bricks; Sorts Them Via Machine Learning
May 21, 2017
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iStock // Ekaterina Minaeva

Jacques Mattheij made a small, but awesome, mistake. He went on eBay one evening and bid on a bunch of bulk LEGO brick auctions, then went to sleep. Upon waking, he discovered that he was the high bidder on many, and was now the proud owner of two tons of LEGO bricks. (This is about 4400 pounds.) He wrote, "[L]esson 1: if you win almost all bids you are bidding too high."

Mattheij had noticed that bulk, unsorted bricks sell for something like €10/kilogram, whereas sets are roughly €40/kg and rare parts go for up to €100/kg. Much of the value of the bricks is in their sorting. If he could reduce the entropy of these bins of unsorted bricks, he could make a tidy profit. While many people do this work by hand, the problem is enormous—just the kind of challenge for a computer. Mattheij writes:

There are 38000+ shapes and there are 100+ possible shades of color (you can roughly tell how old someone is by asking them what lego colors they remember from their youth).

In the following months, Mattheij built a proof-of-concept sorting system using, of course, LEGO. He broke the problem down into a series of sub-problems (including "feeding LEGO reliably from a hopper is surprisingly hard," one of those facts of nature that will stymie even the best system design). After tinkering with the prototype at length, he expanded the system to a surprisingly complex system of conveyer belts (powered by a home treadmill), various pieces of cabinetry, and "copious quantities of crazy glue."

Here's a video showing the current system running at low speed:

The key part of the system was running the bricks past a camera paired with a computer running a neural net-based image classifier. That allows the computer (when sufficiently trained on brick images) to recognize bricks and thus categorize them by color, shape, or other parameters. Remember that as bricks pass by, they can be in any orientation, can be dirty, can even be stuck to other pieces. So having a flexible software system is key to recognizing—in a fraction of a second—what a given brick is, in order to sort it out. When a match is found, a jet of compressed air pops the piece off the conveyer belt and into a waiting bin.

After much experimentation, Mattheij rewrote the software (several times in fact) to accomplish a variety of basic tasks. At its core, the system takes images from a webcam and feeds them to a neural network to do the classification. Of course, the neural net needs to be "trained" by showing it lots of images, and telling it what those images represent. Mattheij's breakthrough was allowing the machine to effectively train itself, with guidance: Running pieces through allows the system to take its own photos, make a guess, and build on that guess. As long as Mattheij corrects the incorrect guesses, he ends up with a decent (and self-reinforcing) corpus of training data. As the machine continues running, it can rack up more training, allowing it to recognize a broad variety of pieces on the fly.

Here's another video, focusing on how the pieces move on conveyer belts (running at slow speed so puny humans can follow). You can also see the air jets in action:

In an email interview, Mattheij told Mental Floss that the system currently sorts LEGO bricks into more than 50 categories. It can also be run in a color-sorting mode to bin the parts across 12 color groups. (Thus at present you'd likely do a two-pass sort on the bricks: once for shape, then a separate pass for color.) He continues to refine the system, with a focus on making its recognition abilities faster. At some point down the line, he plans to make the software portion open source. You're on your own as far as building conveyer belts, bins, and so forth.

Check out Mattheij's writeup in two parts for more information. It starts with an overview of the story, followed up with a deep dive on the software. He's also tweeting about the project (among other things). And if you look around a bit, you'll find bulk LEGO brick auctions online—it's definitely a thing!

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Opening Ceremony
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These $425 Jeans Can Turn Into Jorts
May 19, 2017
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Opening Ceremony

Modular clothing used to consist of something simple, like a reversible jacket. Today, it’s a $425 pair of detachable jeans.

Apparel retailer Opening Ceremony recently debuted a pair of “2 in 1 Y/Project” trousers that look fairly peculiar. The legs are held to the crotch by a pair of loops, creating a disjointed C-3PO effect. Undo the loops and you can now remove the legs entirely, leaving a pair of jean shorts in their wake. The result goes from this:

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Opening Ceremony

To this:

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Opening Ceremony

The company also offers a slightly different cut with button tabs in black for $460. If these aren’t audacious enough for you, the Y/Project line includes jumpsuits with removable legs and garter-equipped jeans.

[h/t Mashable]

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