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11 'Word of the Year' Candidates Everyone Forgot Immediately

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This year "selfie" edged out "twerk" to become the 2013 Oxford Dictionaries Word of the Year. Other shortlisted terms include "schmeat," "Bitcoin," and "showrooming." Of these, selfie may be the most viable, but hindsight tells us that Word of the Year candidates have not always fared so well.

1. Moofer

Mobile out-of-office workers earned their own noun in 2008, when "moofer" was a candidate for the Oxford American Dictionary (OAD) Word of the Year. The suggested verb form? Moofing, as in "I won't be at the meeting Thursday, I'm moofing from Starbucks."

2. Deleb

Voted 2009's "Novelty Word," a deleb is a dead celebrity. It was listed by OAD alongside the arguably more useful "tramp stamp."

3. Googlegänger

Lots of people have a Googlegänger. That's the person with your name who shows up in search results when you google yourself. ("Google" as a verb was recognized as 2002's "Most Useful Word" by the American Dialect Society.)

4. Mellencamp

A woman who is too old to be a cougar can be called a mellencamp, thanks to 2011's ADS "Most Outrageous" Word of the Year, inspired by singer John Cougar Mellencamp's multiple name changes.

5. Sardoodledom

This selection from Merriam–Webster's Word of the Year list in 2004 is a one-word noun which describes a stage play with an overly dramatic or morally objectionable plot, derived from the name of French dramatist Victorien Sardou.

6. Infobahn

Just as the autobahns are Germany's coordinated federal expressway system, the infobahn is the information superhighway (the winner in 1993). The term was voted 1994's "Most Promising" Word of the Year by the ADS.

7. Blamestorm

Another M-W pick from 2004, blamestorm describes a meeting or discussion held for the sole purpose of assigning blame for a failure.

8. Pecksniffian

From Charles Dickens' character Seth Pecksniff, a pecksniffian is a person who hypocritically affects a high moral standing or practices pecksniffery, the universally irritating art of being sanctimonious. "Pecksniffian" and its derivatives were chosen by Merriam–Webster as one of 2007's Words of the Year.

9. Heaven-o

Because 80% of "hello" is from H-E-double-hockey-sticks. The entirely useless "heaven-o" was elected "Most Unnecessary" by ADS in 1997, never to be mentioned again (until now).

10. Flog

"Flog" has been a verb meaning "to beat or to whip" since the 17th century, but in 2006 it was a runner-up in the Oxford English Dictionary Word of the Year list as a noun: fake+blog, or a website that appears to be real but is actually just a form of marketing or advertisement for a company.

11. Carrotmob

A carrotmob is the opposite of a boycott: A group of people gather to support a business by descending upon it en masse and shopping there all at the same time. The word was one of those shortlisted by Oxford Dictionaries in 2008; it comes from the name of the website used for organizing such things.

This post originally appeared in 2011.

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Man Buys Two Metric Tons of LEGO Bricks; Sorts Them Via Machine Learning
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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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Why Your iPhone Doesn't Always Show You the 'Decline Call' Button
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When you get an incoming call to your iPhone, the options that light up your screen aren't always the same. Sometimes you have the option to decline a call, and sometimes you only see a slider that allows you to answer, without an option to send the caller straight to voicemail. Why the difference?

A while back, Business Insider tracked down the answer to this conundrum of modern communication, and the answer turns out to be fairly simple.

If you get a call while your phone is locked, you’ll see the "slide to answer" button. In order to decline the call, you have to double-tap the power button on the top of the phone.

If your phone is unlocked, however, the screen that appears during an incoming call is different. You’ll see the two buttons, "accept" or "decline."

Either way, you get the options to set a reminder to call that person back or to immediately send them a text message. ("Dad, stop calling me at work, it’s 9 a.m.!")

[h/t Business Insider]

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