“The End Looks Farther Off”

The First World War was an unprecedented catastrophe that shaped our modern world. Erik Sass is covering the events of the war exactly 100 years after they happened. This is the 217th installment in the series.  

January 1, 1916: “The End Looks Farther Off”

Signing off in a letter to a friend, Mildred Aldrich, an American woman living in France, struck a gloomy note which doubtless echoed the feelings of many as they contemplated another New Year in a world at war: “I cannot even send a hopeful message for 1916. The end looks farther off for me than it did at the beginning of the year. It seems to me that the world is only now beginning to realize what it is up against.”

Shortly afterwards, Muhammad Hussein Khan, an Indian soldier serving in the British Army on the Western Front, struck a similar note in a letter home written January 10, 1916:

There is no news about my return. It is not the work of days or months; it is becoming the work of years. May God be gracious and protect those of us in the fighting line, because hundreds of thousands of God’s servants are being ruthlessly slain. The enemy has commenced such atrocities as to murder without pity defenseless villagers, old men and young children, and to sink hospital ships. God bring him into a proper way of thinking.

Indeed the last year and a half had been an education for humanity in inhumanity as Europe, the center of the “civilized” world, suddenly tore itself to shreds for reasons that most people found (and still find) extraordinarily obscure.

Into the Whirlwind

In June 1914 the assassination of Archduke Franz Ferdinand, heir to the twin thrones of Austria-Hungary, provided the Austrians with the excuse they had long been seeking to crush the neighboring kingdom of Serbia, ending the threat of Slavic nationalism to the multiethnic empire once and for all (or so they hoped). Supported by Germany, which feared the demise of its only ally, Austria-Hungary issued an ultimatum to Serbia with demands so extreme no independent country could possibly accept them—all part of an attempt to shift the blame to Serbia in order to keep the conflict from spreading.

However, Austria-Hungary and Germany underestimated the commitment of Serbia’s great Slavic patron, Russia, in protecting its sole remaining client state in the Balkans (after incompetent Russian diplomacy alienated Bulgaria). For its part, Russia could call on support from its ally France, which in turn had a defensive agreement with Britain, known as the Entente Cordiale. 

Operating in a fatal cloud of suspicion, deceit, miscommunication, and sheer negligence, in July 1914 Europe’s diplomats blundered and bluffed themselves into a war no one wanted. Their ambition and naiveté were abetted by mechanistic mobilization plans drawn up by their general staffs, including Germany’s Schlieffen Plan, calling for the invasion of France via neutral Belgium in violation of repeated promises—a move sure to infuriate Britain. In a few short weeks, a series of events no one could comprehend unleashed forces beyond anyone’s control.

The War in 1914

The first months of fighting shattered expectations, forcing the generals to tear up intricate plans years in the making and grapple with a new form of warfare. On the Western Front, French chief of the general staff Joseph Joffre’s Plan XVII, which envisioned a lunge into Germany powered by French fighting spirit, was resoundingly defeated in the Battle of the Frontiers. However, through masterful use of the French rail network and with assistance from the scrappy British Expeditionary Force, Joffre managed to fight off the surprise German invasion of northern France during the “Miracle on the Marne.”

The Schlieffen Plan unraveled partly because of last-minute tinkering by German chief of the general staff Helmuth von Moltke the Younger, and partly because he was dealing with a surprise of his own 1000 miles to the east, where Russia was ready for action sooner than expected, thanks to a more aggressive mobilization schedule enabled by new railroads. The new commanders of the German Eighth Army, Paul von Hindenburg and Erich Ludendorff, turned the tables on the Russians at the Battle of Tannenberg, encircling and destroying the Russian Second Army in one of the greatest victories of the war—but the reinforcements Moltke rushed to the east may have fatally weakened the German invasion of France. 

Meanwhile, back on the Western Front (and following their withdrawal from the Marne), the Germans dug in north of Paris along the River Aisne, giving rise to trench warfare—a novel type of static combat, which had some precedents in medieval siege warfare as well as the Crimean War, the U.S. Civil War, the Boer War and the Russo-Japanese War, among others. Above all, trench warfare exploited the enormous tactical advantage conferred on defenders by new weapons including machine guns, quick-firing rifles, and barbed wire, which allowed a small number of determined troops in protected positions to simply mow down row after row of attackers advancing across open fields.

With hundreds of thousands of soldiers frantically digging into soil soaked by autumn rains, the last chance of a quick victory lay in outflanking the enemy, resulting in the misleadingly named “Race to the Sea” in September to October 1914—when both sides tried to outmaneuver each other all the way north to the Belgian coast, but to no avail, unfolding two parallel lines of trenches behind them. It culminated in the the apocalyptic First Battle of Ypres from October to November 1914, where the Germans sent overwhelming numbers of infantry against outnumbered British and French positions in a series of human wave attacks, but ultimately failed to break through to the English Channel.

The rest of the war was essentially one long experiment (using tens of millions of live human subjects) in which commanders tried to discover the secret formula that would restore the initiative to the attackers.

1915: The Central Powers Ascendant

Ypres (and the French experience in the First Battle of Champagne in December 1914) left little doubt of the need for extensive artillery bombardment before infantry attacks, in order to break up barbed wire entanglements, take out machine gun nests and destroy the enemy’s trenches—but putting this theory into practice was another matter. For one thing, all the belligerents suffered severe ammunition shortages, which could only be remedied by political reform and major, long-term efforts at industrial reorganization, including the mass employment of women in war factories and agriculture.

In the meantime, however, the war went on—which in practice meant new offensives, even if shells were lacking. The predictable result was more grisly defeats for the British and French in 1915 at Neuve Chapelle, Aubers and Festubert, and Loos. Elsewhere the entry of the Ottoman Empire into the war on the side of the Central Powers in November 1914, followed by Italy’s entry on the side of Allies in May 1915, massively expanded the theater of war and probably extended its duration, but did little to yield a decisive result—as did Germany’s declaration of unrestricted U-boat warfare in February 1915 (later rescinded in September 1915, under American diplomatic pressure following the sinking of the Lusitania).

Searching for ways to break the deadlock on the Western Front, the Germans initiated a horrific new form of warfare with the introduction of poison gas at the Second Battle of Ypres in April 1915—a shocking new low that was condemned and then swiftly imitated by the Allies. Stubborn resistance by Canadian troops saved the day at Ypres, and the advantage of surprise was lost, as both sides now rushed to produce gas masks and invent ever-more toxic forms of gas; soon gas warfare was just another commonplace terror at the front, which did little to alter the strategic balance.

Meanwhile the Allies made another bid for a strategic breakthrough with an attempt to capture the Turkish straits, which would open the supply route to Russia through the Black Sea and probably knock the Ottoman Empire out of the war. However the first phase of the campaign, in which the Royal Navy tried to “force” the straits with sea power alone, ended in total failure—setting the stage for an even bigger disaster when the Allies escalated to an amphibious operation to capture the Gallipoli peninsula and destroy the Turkish forts defending the straits from the land side in April. A further attempt to outflank the Turkish defenders with new landings at Suvla Bay in August also ended in resounding failure, and in December 1915 the Allies began withdrawing their troops.

In addition to their defensive victories on the Western Front, Italian Front, and at Gallipoli, the Central Powers scored major offensive victories on the Eastern Front and in the Balkans—in both cases thanks to massive superiority in artillery. In May 1915 the German-led breakthrough at Gorlice-Tarnow in Austrian Galicia punched a massive hole in the Russian defensive line, clearing the way for a series of advances that the Russians were powerless to stop because of their continuing shortage of artillery shells.

By September 1915, when the Russians were finally able to reestablish a strong defensive position stabilizing the Eastern Front, the Central Powers had conquered all of Russian (Congress) Poland and large swathes of Ukraine, Belorussia, and the Baltic provinces, totaling about 65,000 square miles in area, while inflicting 1.2 million Russian casualties and taking 900,000 prisoners. Unsurprisingly these losses sparked furious criticism of the Tsarist regime, compounded by growing food shortages and the hypnotic hold of the malign holy man Rasputin on the Tsarina Alexandra. 

The Central Powers scored another important victory with the conquest of Serbia—ostensibly the reason for the whole war in the first place—from October to December 1915, aided by the entry of Bulgaria on their side. Faced with overwhelming artillery firepower and numerical superiority, the Serbian Army crumpled in a few short weeks, resulting in one of the war’s worst humanitarian disasters as hundreds of thousands of civilians and soldiers perished during the Serbian Great Retreat over the Albanian mountains. Those survivors lucky enough to arrive at the Albanian coast were eventually rescued from the pursuing Central Powers armies by Allied ships, which evacuated them to the Greek island of Corfu.

1916: Planning Horror

The conquest of Serbia opened up a line of direct communication with the Ottoman Empire, allowing Germany and Austria-Hungary to supply their beleaguered ally with ammunition, supplies, and reinforcements. But like the Central Powers’ multiple victories on the Eastern Front, it was ultimately a limited, local success, which improved the strategic situation but failed to yield a decisive result (below, a cartoon from Punch mocks the Kaiser’s ambition at yearend).

Thus in the New Year German chief of the general staff Erich von Falkenhayn once again turned his attention to the Western Front, planning a massive battle of attrition targeting the fortress town of Verdun, with the goal of “bleeding France white” and knocking her out of the war. Unbeknownst to Falkenhayn the Allies were also planning a climactic battle to wear Germany down and maybe even end the war, at the Somme. Either of these two cataclysms would qualify, by itself, as the biggest battle in history; incredibly they would overlap, making 1916 a year of horror exceeding 1914 or 1915.

Indeed historians discussing the human cost of the First World War often settle on one word: “appalling.” While estimates vary, on the Central Powers side, by the end of 1915 Germany had suffered around 2.5 million casualties, including 628,445 dead, 320,154 prisoners of war, and 1,595,406 wounded (many of whom returned to the fight). Germany’s ally Austria-Hungary had suffered even more losses: as 1916 dawned, she tallied around 2.8 million casualties, including 700,000 dead, 650,000 prisoners, and 1.5 million wounded. Firm figures for Turkey are harder to find, but between Gallipoli, Sarikamish, the Suez Canal, Mesopotamia, and rampant disease it seems certain the decaying Ottoman Empire had suffered at least half a million casualties, of which at least a third were dead. Thus by the end of 1915 the Central Powers had probably lost around 1.46 million dead (not counting Bulgaria’s losses in the Serbian campaign).

Allied losses were even greater. By December 1915 France has suffered around two million total casualties, including roughly one million wounded, 300,000 taken prisoner, and 730,000 dead. Meanwhile Britain tallied over half a million casualties, including 109,620 killed on the Western Front alone, as well as 60,000 prisoners of war, and 338,758 wounded. Russia, reeling from the Central Powers onslaught in the middle of the year, had suffered roughly 4.5 million casualties, including two million prisoners of war, 1.5 million wounded, and one million dead. Italy, a late entry to the war, had already sustained 135,000 casualties, including 31,000 killed and 95,000 wounded. Last but not least, the Serbian Army lost 187,157 men killed in the second half of 1915 alone, for a total of around 2.1 million dead on the Allied side.

Putting these figures together, by the end of 1915 the nations of Europe had sacrificed over 3.5 million men to the god of war. It should be noted that this number doesn’t even include civilian casualties caused by the war, for example through disruptions to the food supply or basic public hygiene.

On that note a typhus epidemic killed several hundred thousand Serbian civilians in the early part of 1915, and 140,000 Serbian civilians died in the Great Retreat. But the most civilian deaths by far resulted from the Armenian Genocide, in which the Young Turks triumvirate who ruled the Ottoman Empire ordered the massacre and “deportation” (a euphemism for death marches into the desert) of the empire’s entire Armenian population. Although estimates once again vary, up to 1.5 million Armenians died as a result of these genocidal policies from 1915 to 1917.

The Ottoman Empire’s own allies provided evidence that the genocide was ordered and carried out by the government, in the form of records left by German diplomats. On January 3, 1916, the German consul in Aleppo, Rossler, sent a report to the ambassador Wolff-Metternich in Constantinople, with an enclosed report from the consul in Alexandretta stating:

It can be regarded as an established fact that in the actual Armenian Vilayets—quite apart from the war zone near Van—the deportation has been accompanied by the massacre of the adult male Armenians, but also partly of the whole population of Armenian towns and villages … According to Vice-Consul Holstein’s personal knowledge, gained during his journey from Mosul to Aleppo, the people have been exhorted by gendarme patrols from Diyarbekir and Mardin to “finish off” the Armenians … The deportations from the actual Armenian vilayets were usually carried out in such a brutal manner that only the wretched remains of a mountain people … actually arrived at the collection camps … “… In six places between Tell-Ebiad and Kueltepe I saw dead naked women lying near to the railway lines, also a dead naked woman with mutilated feet, then two dead children, another dead older girl, next to hear a dead child, then the still clothed body of a dead woman and another dead woman who had been gagged. Also I twice saw two dead children, making a total of 18 bodies in all.”

Changing the World

Amidst the spreading catastrophe, it’s no surprise that growing numbers of people expected and perceived a fundamental change in the world around them, affecting everything from social structures and gender relations to art and literature. Also unsurprisingly, men in the frontline trenches were the most psychologically impacted by the fighting, and therefore among the most eager for instituting sweeping changes “after the war.”

But like the parable of the blind men and the elephant, different people saw different things in the effects of war, and hoped for very different outcomes. Predictably many expressed hopes for a pacifist revolution after the war, making it a “war to end all wars,” in a phrase adapted from H.G. Wells. On December 23, 1915 a British officer, Frederic Keeling, wrote home:

I can’t think that human nature ever had to stand in any kind of warfare in history what the modern infantryman has to stand. The strange thing in a way is that there doesn’t seem to be any limit to what you can make human nature stand. But I do think that after the war there will be a wave of practical pacifism from the ex-infantrymen of Western Europe that will sweep many barriers to progress away.

Similarly Robert Pellissier, a French chasseur-a-pied, wrote on April 22, 1915:

The one decent thing that may come out of this horrible mess may be the final discrediting of war in Europe, and perhaps elsewhere. It’s an idea which keeps up us French soldiers at present. One often hears them say, “Well, whatever happens to us, our children at least will be freed from the curse of militarism and all allied curses!”

For many, these hopes went beyond simple pacifism to embrace thoroughgoing social reform—or even revolution—to bring about a more equitable society, reflecting the rise of socialist political movements before the war. On January 29, 1916 a German soldier, Johannes Haas, struck an ominous (if ambiguous) note in a letter home, hinting at impending upheaval on the home front: “I don’t agree with the popular saying ‘that there will only be peace when the bullets are aimed in the opposite direction,' but, all the same, there will be a fearful awakening some day! It will be well then for those who can pass away into eternity still believing in the Fatherland, for that time will be worse than the war.”

Of course not everyone welcomed the idea, as reflected in the musings of Evelyn, Princess Blücher, an Englishwoman married to a German aristocrat living in Berlin. On November 15, 1915, Blücher confided her fears of unstoppable social change to her diary:

Germany will be a very difficult country to live in after the war, as, whether she wins or loses, the Socialists are going to revolt—I feel quite sure of that. It is the German custom to nip everything in the bud, and to use such drastic measures that whatever goes on in the soul of a man or party never rises to the surface, but is left fermenting in suppressed silence. It seems now, though, that the war is going to alter this state of affairs … The long lists of casualties have developed into great thick volumes; more and more men are being called up; women are realizing the enormous burden imposed upon them.

Another relatively conservative observer, John Ayscough, a Catholic chaplain with the British Expeditionary Force, reluctantly dismissed the idea that the old order could continue after the war, writing his mother: “But I am convinced that it is all a dream: that the time for making new Kings in Europe is gone by, and that there is far more probability of existing monarchies collapsing.” And Edouard Drumont, a conservative and anti-Semitic French politician, also looked nervously to the future, according to his wife, who recorded his thoughts on the death of chivalry: “Look you, it is only the plebeians now who are so sturdy and so brave. The dispute between the men on foot and the cavaliers continues; but it is the man on foot who is now in the first rank … The old order changeth … Another which as yet we do not see will rise out of this present jumble. Let us wait in hope and faith.”

At the same time, there was also a widespread sense among advocates of change that it was yet to unfold, often with an accompanying feeling of resentment toward civilians at home, who didn’t seem to realize the nature of the war or the extent of the transformation it required. Alfred Vaeth, a philosophy student from Heidelberg, wrote in a letter home on July 12, 1915:

I did not get the impression the German people have grown, nor did I get the impression that they have grasped the seriousness of the war, and I did get the impression that it will be just at I expected while at the Front: things will go on just in the same bad old way as ever … The fine thing about it is at last one has acquaintances who really take a lively interest in the needs of the times … Thus we have at last a chance of getting an accurate general view of this gigantic war and learning how it affects the souls of our warriors. 

The logical corollary was that it would fall to the “men from the trenches” to create the new society. In another letter dated September 12, 1915, Vaeth wrote: “If there is to be a New Germany, the troops will have to take it home with them—it is not to be found there.”

But the hoped-for social change could take many forms—and the leftist goal of a pacifist, egalitarian world was just one of several competing utopian visions, reflecting the diversity of political opinions existing before the war. Men holding conservative or reactionary ideologies were also radicalized by their experiences, and reached very different conclusions about what changes were needed. Thus Adolf Hitler, a messenger in the German (Bavarian) Army, hoped for a Germany cleansed of “un-German” contamination:

… those of us who are lucky enough to return to the fatherland will find it a purer place, less riddled with foreign influences, so that the daily sacrifices and sufferings of hundreds of thousands of us and the torrent of blood that keeps flowing here day after day against an international world of enemies will help not only to smash Germany’s foes but that our inner internationalism, too, will collapse.

Changing Men

These rumblings of political upheaval were accompanied by profound changes in men themselves, resulting from physical privation, pain, and mass psychological trauma. At the most basic level, many soldiers remarked on the fact that they could no longer recognize their own appearance. Vasily Mishnin, a Russian soldier, confided his worries about the effect this would have on his relationship in his diary on April 11, 1915:

Dear God, I look like an old man in the photo. I don’t recognize myself at all. How quickly war can ruin a man. In five months I have completely changed. I look haggard, a young man no more. I don’t want to look like this. I worry that I shouldn’t send this photo to Nyura. It is bound to upset my sweet lady. She is still young, she still likes the look of a healthy young man, she wants to still fancy me. But there again, she loves me and knows that I belong to her alone, and we’ve been so happy together. Slowly my doubts begin to dissolve. A man’s heart is much more important than any photo. You see, I didn’t want to change, it’s the war, and I’m not the only one. But the thought of Nyura looking at this and saying “Vasyusha, what’s happened to you!” keeps troubling me.

Mehmed Fasih, a Turkish officer at Gallipoli, struck a similar note in his diary in November 1915:

“I’m 21 years old. My hair and beard are already grey. My moustache is white. My face is wrinkled and my body is rotting. I can’t bear these hardships and privations any more… Daydream about a happy family and nice kids. Will I live to see the day when I have some?”

Physical changes were mirrored by psychological effects, ranging from extreme reactions like shell shock to more subtle, but still significant, changes in attitude and outlook. Shell shock was undoubtedly the most visible such reaction, sometimes described as a form of hysteria or madness. One British soldier, Private James Beatson, recorded in his diary on August 11, 1915: “What wonder if, in such a hellish hurly-burly, the higher nerve centres are disintegrated and men revert to a primitive somnambulistic subconsciousness, deaf, dumb, and blind. The stoutest soldiers break in madness, paralysis, convulsions, aphasia and delirium.”

At a time when psychological trauma was still looked down on as a sign of cowardice, many attributed shell shock to spiritual “weakness.” Joseph Vassal, a French doctor serving at Gallipoli, wrote to his English wife in May 1915:

One’s imagination can suggest nothing like the reality. I could wish that there was no remembrance in my brain of these hours of blood and of death. Weak minds were upset. Few were able to keep a real and immediate notion of things. There is a physical exaltation which deforms and obscures everything and makes one incapable of reasoning.

Other participants readily admitted observing changes in themselves. Frederic Keeling, already quoted above, wrote on September 1, 1915: “My nerves are not what they were before I was wounded; every one seems to be the same. One gets steadily less cool out here. Every bombardment uses one up a bit more, I think…”

The British novelist Robert Graves claimed to be able to chart the psychological decline of officers in the trenches:

At six months he was still more or less all right; but by nine or 10 months, unless he had been given a few weeks’ rest on a technical course, or in hospital, he usually became a drag on the other company officers. After a year or fifteen months he was often worse than useless … The unfortunates were officers who had endured two years or more of continuous trench service … I knew three or four who had worked up to the point of two bottles of whiskey a day before being lucky enough to get wounded or sent home in some other way.

Some men were able to use psychological coping mechanisms, although their effects could be equally disturbing, including a curious detachment that would inevitably follow them back to civilian life once discharged. Alfred Pollard, a British soldier, remarked on a strange incident at Loos in a diary entry written September 30, 1915: “It was just as though my spirit were detached from my body. My physical body became a machine doing the bidding, coolly and accurately, which my spirit dictated. Something outside myself seemed to tell me what to do, so that I was never quite at a loss.”

Another soldier in the British Army, James Hall, recalled what might be termed a divided self:

I had the curious feeling that my body and brain were functioning quite apart from me. I was only a slow-witted, incredulous spectator looking on with a stupid animal wonder. I have learned that this feeling is quite common among men in the trenches. A part of the mind works normally, and another part, which seems to be one's essential self, refuses to assimilate and classify experiences so unusual, so different from anything in the catalogue of memory.

See the previous installment or all entries.

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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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Name the Author Based on the Character
May 23, 2017
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