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By BPL - Flickr / Panorama of the Molasses Disaster site, Public Domain, Wikimedia Commons

Boston's Great Molasses Flood of 1919

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By BPL - Flickr / Panorama of the Molasses Disaster site, Public Domain, Wikimedia Commons

On January 15, 1919, Boston suffered one of history’s strangest disasters: a devastating flood of molasses. The “Great Molasses Flood” tore through the city's North End and deposited so much gooey residue that locals claimed they could still smell the molasses on warm days decades later. Let’s take a look at this odd, tragic story.

While most of us probably think of molasses as a tasty ingredient in treats like gingerbread, the sticky stuff has quite a few other uses. With a little know-how one can turn molasses into rum or industrial alcohol fairly easily, and the Purity Distilling Company had built the gigantic tank in Boston’s North End in 1915 to supply its booze-making operations. The steel tank was enormous: 50 feet tall, 90 feet across, and capable of holding 2.5 million gallons of molasses. (Although Prohibition kicked in with Nebraska’s ratification of the Eighteenth Amendment the very next day after the 1919 disaster, the United States Industrial Alcohol Company, Purity Distilling’s parent company, still had a license to distill alcohol for industrial applications.)

By Unknown - Anthony Mitchell Sammarco. Boston's North End. Arcadia Publishing, 2004, Public Domain, Wikimedia Commons

The massive tank was nearly full on January 15 thanks to a recent infusion of 2.3 million gallons of Puerto Rican molasses. Just after noon, something went horribly wrong. Witnesses later recalled hearing a noise like gunfire as the tank’s rivets popped and the steel sides ripped open. Suddenly, 26 million pounds of molasses were tearing down Commercial Street in a 15-foot wave.

A SHOCKINGLY DESTRUCTIVE FORCE

A giant wave of a sticky foodstuff sounds like something from a cartoon, but the surging molasses was a shockingly destructive force. The wave moved at upwards of 35 miles per hour, and the power was sufficient to rip buildings off of their foundations. The molasses snapped the support girders from an elevated train track and smashed multiple houses. The Massachusetts Foundation for the Humanities’ website says the property damage alone totaled around $100 million in today’s dollars.

The human cost of the disaster was even grimmer. The wave of molasses moved so quickly and so forcefully that anyone who was unlucky enough to be in its way didn’t stand much of a chance. They were either knocked over and crushed or drowned in the goo. The flood claimed 21 lives, and another 150 people suffered injuries. Any flood would have been disastrous, but the viscous nature of molasses made rescue attempts even trickier. Medics and police officers arrived on the scene quickly but had to slog through waist-deep goo to reach victims.

Boston Post, Public Domain, Wikimedia Commons

Even after the victims had been pulled from the muck, cleanup crews quickly learned that getting rid of two million gallons of molasses is no small task. Stephen Puleo writes about one of the chief obstacles to the cleanup in his book Dark Tide: firefighters couldn’t just use their hoses to blast the molasses off of building and streets with fresh water. Eventually they realized that saltwater would cut the hardened molasses and enable them to hose it down the streets into gutters. Thanks to all the foot traffic of rescue workers, cleanup crews, and rubberneckers, the sticky mess quickly moved around the city via peoples’ shoes. In all, the cleanup effort required over 80,000 manhours.

THE BLAME GAME

How did this tragedy happen in the first place? The United States Industrial Alcohol Company was quick to blame everyone’s favorite early 20th-century scapegoats: anarchists. The company claimed that since its alcohol was an ingredient in government munitions, anarchists must have sabotaged the tank by detonating a bomb. Another theory explained that the molasses had fermented inside the tank, which led to an explosion.

Investigators soon found the real culprit, though: absurdly shoddy construction work. The company had been in such a hurry to get the tank built back in 1915 that it didn’t cut corners so much as it ignored the corners completely. Modern studies have found that the tank walls were both too thin and made of a steel that was too brittle to withstand the volume of molasses. The man who oversaw the construction wasn’t an engineer or an architect; in fact, he couldn’t even read a blueprint. The tank needed to be an engineering marvel to hold all that weight, but the company never even consulted an engineer on the project. Basically, it threw up a gigantic tank as quickly and cheaply as possible, skimped on inspections and safety tests, and hoped for the best.

By Unknown - Wired article, Public Domain, Wikimedia Commons

In light of these details, it’s amazing that the tank held together for four years. Nearby residents reported that the tank had leaked since its construction. Rather than fix the problem, the United States Industrial Alcohol Company had painted the tank brown so the leaks would be less noticeable.

The largely working-class North End residents who had lost their homes and loved ones in the disaster predictably turned their rage towards the United States Industrial Alcohol Company. USIA soon found itself named as the defendant in 125 lawsuits, which led to a legal battle that nearly matched the flood’s scale.

The Massachusetts Superior Court named Colonel Hugh Ogden as the auditor who would hear the evidence and report back on the cause of the disaster. It took Ogden nearly six years to hear testimony from 3,000 witnesses. When he finally penned his report, he concluded that there was no evidence to support the company’s theory of anarchist saboteurs. Instead, Ogden found that the “factor of safety” in the tank’s construction and inspection had been woefully low. USIA was liable for the damage and paid around $7,000 to the family of each victim.

The Great Molasses Flood still seems like a tragedy that could have been averted, but the disaster really drew attention to the potential repercussions of shaky construction. The case helped prompt Massachusetts and many other states to pass laws requiring that engineers and architects inspect and approve plans for major construction projects.

This story originally appeared in 2011.

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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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iStock
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8 Common Dog Behaviors, Decoded
May 25, 2017
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iStock

Dogs are a lot more complicated than we give them credit for. As a result, sometimes things get lost in translation. We’ve yet to invent a dog-to-English translator, but there are certain behaviors you can learn to read in order to better understand what your dog is trying to tell you. The more tuned-in you are to your dog’s emotions, the better you’ll be able to respond—whether that means giving her some space or welcoming a wet, slobbery kiss. 

1. What you’ll see: Your dog is standing with his legs and body relaxed and tail low. His ears are up, but not pointed forward. His mouth is slightly open, he’s panting lightly, and his tongue is loose. His eyes? Soft or maybe slightly squinty from getting his smile on.

What it means: “Hey there, friend!” Your pup is in a calm, relaxed state. He’s open to mingling, which means you can feel comfortable letting friends say hi.

2. What you’ll see: Your dog is standing with her body leaning forward. Her ears are erect and angled forward—or have at least perked up if they’re floppy—and her mouth is closed. Her tail might be sticking out horizontally or sticking straight up and wagging slightly.

What it means: “Hark! Who goes there?!” Something caught your pup’s attention and now she’s on high alert, trying to discern whether or not the person, animal, or situation is a threat. She’ll likely stay on guard until she feels safe or becomes distracted.

3. What you’ll see: Your dog is standing, leaning slightly forward. His body and legs are tense, and his hackles—those hairs along his back and neck—are raised. His tail is stiff and twitching, not swooping playfully. His mouth is open, teeth are exposed, and he may be snarling, snapping, or barking excessively.

What it means: “Don’t mess with me!” This dog is asserting his social dominance and letting others know that he might attack if they don’t defer accordingly. A dog in this stance could be either offensively aggressive or defensively aggressive. If you encounter a dog in this state, play it safe and back away slowly without making eye contact.

4. What you’ll see: As another dog approaches, your dog lies down on his back with his tail tucked in between his legs. His paws are tucked in too, his ears are flat, and he isn’t making direct eye contact with the other dog standing over him.

What it means: “I come in peace!” Your pooch is displaying signs of submission to a more dominant dog, conveying total surrender to avoid physical confrontation. Other, less obvious, signs of submission include ears that are flattened back against the head, an avoidance of eye contact, a tongue flick, and bared teeth. Yup—a dog might bare his teeth while still being submissive, but they’ll likely be clenched together, the lips opened horizontally rather than curled up to show the front canines. A submissive dog will also slink backward or inward rather than forward, which would indicate more aggressive behavior.

5. What you’ll see: Your dog is crouching with her back hunched, tail tucked, and the corner of her mouth pulled back with lips slightly curled. Her shoulders, or hackles, are raised and her ears are flattened. She’s avoiding eye contact.

What it means: “I’m scared, but will fight you if I have to.” This dog’s fight or flight instincts have been activated. It’s best to keep your distance from a dog in this emotional state because she could attack if she feels cornered.

6. What you’ll see: You’re staring at your dog, holding eye contact. Your dog looks away from you, tentatively looks back, then looks away again. After some time, he licks his chops and yawns.

What it means: “I don’t know what’s going on and it’s weirding me out.” Your dog doesn’t know what to make of the situation, but rather than nipping or barking, he’ll stick to behaviors he knows are OK, like yawning, licking his chops, or shaking as if he’s wet. You’ll want to intervene by removing whatever it is causing him discomfort—such as an overly grabby child—and giving him some space to relax.

7. What you’ll see: Your dog has her front paws bent and lowered onto the ground with her rear in the air. Her body is relaxed, loose, and wiggly, and her tail is up and wagging from side to side. She might also let out a high-pitched or impatient bark.

What it means: “What’s the hold up? Let’s play!” This classic stance, known to dog trainers and behaviorists as “the play bow,” is a sign she’s ready to let the good times roll. Get ready for a round of fetch or tug of war, or for a good long outing at the dog park.

8. What you’ll see: You’ve just gotten home from work and your dog rushes over. He can’t stop wiggling his backside, and he may even lower himself into a giant stretch, like he’s doing yoga.

What it means: “OhmygoshImsohappytoseeyou I love you so much you’re my best friend foreverandeverandever!!!!” This one’s easy: Your pup is overjoyed his BFF is back. That big stretch is something dogs don’t pull out for just anyone; they save that for the people they truly love. Show him you feel the same way with a good belly rub and a handful of his favorite treats.

The best way to say “I love you” in dog? A monthly subscription to BarkBox. Your favorite pup will get a package filled with treats, toys, and other good stuff (and in return, you’ll probably get lots of sloppy kisses). Visit BarkBox to learn more.

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