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Syphilis: One of Five Infamous Epidemics We Hope We Never See

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I first approached Jason and Mangesh because I wanted to write an article about rare skin diseases. After they finished retching, they said "No, thank you," but invited me to blog on less gruesome forms of weird science. You'll find a smorgasbord of such topics here in the weeks to come, including installments on food science, famous poisons and home inventions. Besides an abiding passion for medical trivia, I'm driven by a sense of wonder at the body, in sickness and in health. I hope you'll weigh in on what else you'd like to read. We begin today with a study of Syphilis, one of Five Infamous Epidemics We Hope We Never See.

alcapone.jpg "¢ There are popular theories that many famous people suffered syphilis, including Shakespeare, Beethoven, Lincoln, Nietzsche, Lenin, and Hitler, but the evidence is circumstantial in most of these cases. But Al Capone did have syphilis, a doozy of a case, and it got bad while he was in prison. By 1938, the Alcatraz inmate showed many of the classic symptoms: skin lesions, dementia, hallucinations, difficulty standing, seizures, and personality changes.

"¢ The conventional theory on syphilis is that Christopher Columbus and his crew brought it to Europe after sleeping with Native American women in the New World. Wherever it came from, syphilis rocked Europe. By 1700, a quarter of its population had "the great pox."

"¢ Syphilis has a rich history of recrimination—and lots of other names! Because of its association with Columbus, who sailed under Spanish flag, Europeans called it the Spanish disease. The French called syphilis the Neapolitan or Italian disease, because they caught it from residents of Naples, home of a major outbreak. The Russians called it a Polish disease. The Polish called it a Russian disease. The Turks called it a Christian disease. The English called syphilis the French Pox.

"¢ Syphilis was quite common in Shakespeare's England, and his characters often used it as a curse: "A pox o' your throat, you bawling, blasphemous, uncharitable dog!" (The Tempest 1.1.21) or "A pox of your houses" (Romeo and Juliet 3.1.60).

"¢ The conventional treatment for several hundred years was to inhale mercury vapor, which did kill the spirochete that causes syphilis—but it also poisoned the patient.

tuskegee.jpg"¢ From 1932 to 1972, the U.S. Public Health Service conducted the infamous Tuskegee syphilis study in rural Alabama. The idea was to examine the effects of untreated syphilis in 600 African-American men. But in the process, according to the CDC, the men were "never given adequate treatment for their disease." Some of the men weren't even told they had syphilis! The resulting investigation led to laws requiring that patients give their informed consent to participate in a study, but only after researchers must provide certain information to participants before a study begins. This principle now guides medical studies nationwide.

Coming Tomorrow: The Plague.

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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]