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The Life and Times of America's First Murderer

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John Billington isn’t a household name today, but when Englishmen started settling in the New World, he became infamous as the colonies’ first convicted killer.

In 1620, the Mayflower left England and sailed across the Atlantic to New England. Many of the ship’s passengers were Puritan dissenters who had separated from the  Church of England -- the so-called “Saints,” or what we now call the Pilgrims -- and were seeking religious freedom.

Also on board were a group known as the “Strangers.” These other settlers didn’t necessarily share the Saints’ ideals and piety, and went to the New World for a variety of non-religious reasons. Among the group were John Billington, his wife Elinor, and his teenage sons John, Jr. and Francis, who are thought to have fled England to escape John’s debts.

Rocking the Boat

Before the Mayflower even landed in North America, the family caused trouble. One of the Billington boys -- it’s not clear which -- almost blew the ship apart as it sat anchored offshore. He’d been playing with his father’s gun and firing it off in one of the below-deck cabins. Never mind that the cabin was full of people -- the real problem was that he was shooting just a few feet from an open barrel half-filled with gunpowder. Had the muzzle flash of one of the shots ignited the powder, the Pilgrims would have settled their colony on the ocean floor.

Things didn’t improve much once the settlers got on dry land, and Billington scoffed at taking part in the military service required of the able-bodied men. He was to be punished by being hogtied, but the colonial leaders chose not to carry out the sentence after Billington pleaded with them and pointed out that it was his first offense.

It wouldn’t be his last. Billington disliked the governing style of Plymouth’s Puritan leaders and was implicated in a plot to overthrow them. Settlers John Oldham and John Lyford had been banished from the colony for writing letters critical of its government, and Oldham had fingered Billington as part of their group of dissenters before he left. When questioned by the governor’s council, Billington denied any involvement and was never charged.

Billington's anti-government rhetoric didn’t die down after the near-miss, and he continued to rail against Governor William Bradford, the rest of the colony’s leadership, and church and government officials in England. In a letter to Deacon Robert Cushman in England, Bradford wrote, “Billington still rails against you and threatens to arrest you, I know not wherefore. He is a knave, and so will live and die."

Breaking Bad

After ten years in Plymouth, Billington got caught up in trouble he wouldn’t be able to talk his way out of. In early 1630, Billington and John Newcomen, a recent arrival in Plymouth, got into an argument, the subject of which isn’t clear. According to an early chronicle of the colonies, A General History of New England (which contains some details not found in the colonial records and can’t be corroborated), Billington waylaid Newcomen in the woods soon after their quarrel and attacked him with a musket. “The poor fellow, perceiving the intent of this Billington, his mortal enemy, sheltered himself behind trees as well as he could for a while; but the other, not being so ill a marksman as to miss his aim, made a shot at him, and struck him on the shoulder….”

The wound was survivable, but after Newcomen returned to the village, he fell ill with a cold. An infection developed and then gangrene. Several days later, Newcomen died, and Governor Bradford had Billington arrested and tried for the first recorded homicide committed by a settler in the New World -- America’s first murder.

On the last day of that September, Billington was hanged until he died.

Bradford gives a succinct account of the incident in The History of Plymouth Colony:

"This year John Billington the elder…was arraigned, and both by grand and petty jury found guilty of willful murder by plain and notorious evidence, and was accordingly executed. This, the first execution among them was a great sadness to them. They took all possible pains in the trial, and consulted Mr. [John] Winthrop [governor of the  Massachusetts Bay Colony], and the other leading men at the Bay of Massachusetts recently arrived, who concurred with them that he ought to die, and the land be purged of blood. He and some of his relatives had often been punished for misconduct before, being one of the profanest families among them. They came from London, and I know not by what influence they were shuffled into the first body of settlers."

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iStock // Ekaterina Minaeva
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
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:


Opening Ceremony

To this:


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]