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11 Lucky Facts About Dirty Harry

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Nearly 45 years ago, Clint Eastwood and director Don Siegel changed action cinema forever with Dirty Harry, a brutal crime drama about a take-no-prisoners cop who also gets the dirtiest jobs in his city, and the killer he’s trying to bring down. The film was a massive box office hit, divided critics with its apparent political messages, and made Eastwood into the biggest movie star in the world.

Now, if you’re feeling lucky, here are 11 facts about the iconic film ... punk.


Though it’s hard to imagine the film not being identified so strongly by its title character now, back when Dirty Harry was just a developing screenplay by the husband and wife team of Harry Julian Fink and R.M. Fink, it was known as Dead Right.


The idea that anyone but Clint Eastwood could play Harry Callahan seems strange, but a number of other stars were considered for the title role first, among them Steve McQueen, Robert Mitchum, and Frank Sinatra. Sinatra was actually attached to the film at one point, but pulled out because of an injury to his hand. So Eastwood stepped in, and the rest is history.


The original script called for Callahan to be a tough New York City cop, but by the time Eastwood came onboard, and re-teamed with director Don Siegel (they’d already made three films together, including The Beguiled), it was decided that the setting should be San Francisco, a city both men loved.


Siegel made the interesting choice of approaching World War II hero-turned-actor Audie Murphy for the role of the sadistic killer known as “Scorpio.” It’s still not clear if Murphy ever considered taking the role, because he died in a plane crash before filming began.


Though Eastwood and Siegel ultimately stuck close to the original script by the Finks, Dirty Harry went through several rewrites before making it to the screen. Among the screenwriters to take uncredited shots at the script was a young Terrence Malick, who had not yet had his breakthrough feature film debut with Badlands.


While filming Dirty Harry, Eastwood was on the verge of releasing his first film as a director, Play Misty for Me, and the film actually makes a small appearance in the adventures of Harry Callahan. During the iconic bank robbery scene, as Harry crosses the street—under the shower of an exploded fire hydrant—to confront the final robber (and say his famous “Well, do ya, punk?” line), a theater marquee advertising Play Misty for Me is visible in the background.


For the scene in which Harry chases down Scorpio, who has kidnapped a busload of children, the character is required to leap from a trestle bridge onto the top of the moving bus. If you watch the scene carefully, you’ll notice that it’s not a stuntman making the leap. Eastwood did it himself.


During one night of shooting, Siegel had to miss work because of the flu, leaving the production without a director. So Eastwood took over. The scene in which Harry confronts a suicidal man on the roof of a building was directed by Eastwood.


After dispatching Scorpio in the film’s final moments, Harry takes out his badge and tosses it into the nearby water. Eastwood was initially very uncomfortable with this, fearing that it would signify to the audience that Harry was definitely quitting police work for good. Siegel argued that it instead meant that Callahan was simply frustrated with the policing system that made it so hard for him to get rid of the killer in the first place, but decided to compromise. The director told Eastwood that he could simply draw back his arm as if he were about to throw the badge before thinking twice and putting it back in his pocket. Eventually, though, Eastwood came around to Siegel’s point of view, and threw the badge.


Though it’s now regarded as a classic action film, many prominent critics weren’t kind to Dirty Harry upon its initial release, particularly because they felt it glorified Harry’s particular brand of rule-breaking, bigoted policing. Newsweek called the film a “right-wing fantasy,” while legendary New Yorker critic Pauline Kael infamously dubbed it “fascist medievalism.”


In the film, Scorpio abducts a young girl and buries her alive, then demands ransom money from police. Apparently, this plot actually inspired a real crime. In 2009, a German couple was put on trial for the 1981 abduction and burial of a young girl after an informant turned them in. Reports from the court case revealed that they demanded ransom for her safety, and got the idea from Dirty Harry.

Additional Sources:
Clint: The Life and Legend
, by Patrick McGilligan
American Rebel: The Life of Clint Eastwood
, by Marc Eliot

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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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Sponsor Content: BarkBox
8 Common Dog Behaviors, Decoded
May 25, 2017
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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.