Dall-E Mini, the AI-powered text-to-image generator has taken over the internet. With its ability to render nearly anything your meme-loving heart desires, anyone can make their dreams come true.
DALL-E 2, a portmanteau of Salvador Dali, the surrealist and Wall-E, the Pixar robot, was created by OpenAI and is not widely available; it creates far cleaner imagery and was recently used to launch Cosmpolitan’s first AI-generated cover. The art world has been one of the first industries to truly embrace AI.
The open-sourced miniature version is what’s responsible for the memes. Programmer Boris Dayma wants to make AI more accessible; he built the Dall-E Mini program as part of a competition held by Google and an AI community called Hugging Face.
And with great technology, comes great memes. Typing a short phrase into Dall-E Mini will manifest 9 different amalgamations, theoretically shaping into reality the strange images you’ve conjured. Its popularity leads to too much traffic, often resulting in an error that can be fixed by refreshing the page or trying again later.
If you want to be a part of the creation of AI-powered engines, it all starts with code. CodeAcademy explains that Dall-E Mini is a seq2seq model, “typically used in natural language processing (NLP) for things like translation and conversational modeling.” CodeAcademy’s Text Generation course will teach you how to utilize seq2seq, but they also offer opportunities to learn 14+ coding languages at your own pace.
You can choose the Machine Learning Specialist career path if you want to become a Data Scientist who develops these types of programs, but you can also choose courses by language, subject (what is cybersecurity?) or even skill - build a website with HTML, CSS, and more.
CodeAcademy offers many classes for free as well as a free trial; it’s an invaluable resource for giving people of all experience levels the fundamentals they need to build the world they want to see.
As for Dall-E Mini, while some have opted to create beauty, most have opted for memes. Here are some of the internet’s favorites:
no fuck every other dall-e image ive made this one is the best yet pic.twitter.com/iuFNm4UTUM
— bri (@takoyamas) June 10, 2022
There’s no looking back now, not once you’ve seen Pugachu; artificial intelligence is here to stay.
And what can be done about it?
A recent document leaked by the Chinese government has proven something that many of China's detained Uighur population and the global human rights community have known for a long time: China's central government is detaining groups of people on the basis of their religion and culture.
The new data leak contains comprehensive information on over 2,000 detainees being kept in China's detention camps, which have locked away almost a million members of ethnic minority groups, mostly Muslims, since 2014. Once again, the database proves that China's authoritarian government has been locking away people not only for religious extremism, but for activities as simple as going to a mosque.
The Chinese Communist Party has vehemently denied accusations that it's imprisoning people as a method of religious persecution, but by now it's clear that's what they're doing. What's less clear is what might be done about it—and what will happen to the nation's prisoners now that the coronavirus poses a serious threat.
Who Are the Uighurs?
The term "Uighur" has a complex history, and its definition is largely contingent on who is defining it. In general, the term refers to a group of Muslims who are indigenous to Central and East Asian nations, according to BBC. They are usually thought of as having descended from the 8th and 9th century Turkish Khaganate empire, but many migrated from present-day Mongolia to present-day Xinjiang, where they joined with an ancient indigenous population and eventually converted to Islam en masse.
According to loose consensus, the term resurfaced in the 20th century when the group—with help from the Soviet Union—declared independence from colonial China in the first half of the 20th century. They were brought under Chinese control in 1949, when the Communist party took hold and ended the Uighur's experiments with independence. Today, like Tibet, Xinjiang is considered an autonomous nation but remains under China's authoritarian control.
According to many activists and spokespeople, Beijing authorities have persecuted the Uighur population for decades, restricting their cultural and religious activities. On the other hand, according to China's central government and its diplomats, the Uighurs are waging a violent campaign for an independent state, and by detaining them, China is acting out of necessity.
What's Happening to the Uighurs?
Today, the worldwide consensus is that the Uighurs are the subject of tremendous persecution in China, a persecution that was fastidiously hidden by the Chinese government for decades.
In November of 2019, The New York Times leaked 400 pages of documents that exposed China's efforts to detain Muslims en masse in the Xinjiang region. "Even as the government presented its efforts in Xinjiang to the public as benevolent and unexceptional, it discussed and organized a ruthless and extraordinary campaign in these internal communications," wrote Austin Ramsey and Chris Buckley for The Times. "Senior party leaders are recorded ordering drastic and urgent action against extremist violence, including the mass detentions, and discussing the consequences with cool detachment. Children saw their parents taken away, students wondered who would pay their tuition and crops could not be planted or harvested for lack of manpower, the reports noted. Yet officials were directed to tell people who complained to be grateful."
In essence, Uighur peoples were taken in massive numbers from their homes and detained in concentration camps, and the story was kept out of the global press for years. Rumors of the existence of China's Uighur prisons began to emerge in global media when Google Earth satellite software captured pictures of massive prisons in the deserts of Xinjiang in 2018. Interviewers and investigators who pressed the matter were told by Chinese diplomats that the camps were "re-education centers," and as news of the camps grew, the Chinese government began to release propaganda about its education initiatives.
Eventually, it became clear that Uighur detainees are subject to highly illegal abuses. They are forced to praise China's ruling party, to learn Mandarin, and to renounce their sins—which might include going to a mosque. People living in the camps have said they were forced to exercise and beaten when they could not follow the proper laws and regulations set by authority officials. "There was a special room to punish those who didn't run fast enough," said 29-year-old Ablet Turson Toti, who was detained in a camp in Hotan, in the south of Xinjiang. "There were two men there, one to beat with a belt, the other just to kick."
Uighur communities have been destroyed by Beijing's imprisonment and conversion initiative. "Every household, every family had three or four people taken away," said Omer Kanat, executive committee chairman of the World Uyghur Congress. "In some villages, you can't see men on the streets anymore—only women and children—all the men have been sent to the camps."
The non-detained also face persecution, forced to surrender passports to CCP government officials and prohibited from practicing Islam and wearing headscarves and subjected to "anti-extremism laws." Subsequently, many Uighurs have fled the country, living as refugees in Turkey and other nations, forced to lose contact with family members.
Why Is This Happening?
Ostensibly, the ethnic cleansing of the Uighurs is an effort on China's part to unify China, and to transform and deradicalize Muslims.
"Penetration of everyday life is almost really total now...You have ethnic identity, Uighur identity in particular, being singled out as this kind of pathology," said Michael Clarke, an Australian National University professor and expert on Xinjiang.
On another level, it's all about political power. In part, a rise in Islam may have led to the CCP's fears that the Xinjiang peoples could unify and rebel against the Communist government, as they had done in the first half of the 20th century."Why are Uyghur persecuted?" writes Massimo Introvigne for the World Uyghur Congress. "Although fears of 'separatism' may play a role, basically the answer is that they are persecuted because the strong revival of Islam among them scared the regime. The CCP was, and is, afraid that the Muslim revival may expand to other non-Uyghur Muslim groups in China, and join forces with a revival of religion in general that may one day overcome the CCP's rule. The logical conclusion is that, although no persecution is ever purely religious, the Uyghurs are indeed victims of a religious persecution."
On an even deeper and more complex level, what's happened to the Uighur peoples is inextricably connected to capital and lines of profit, which cross oceans and connect major powers like the United States and China—and leave indigenous populations like the Uighurs in the dust. "The mineral wealth—in particular oil and gas—of a region almost five times the size of Germany has brought huge levels of Chinese investment, rapid economic growth and large waves of Han Chinese settlers," writes John Sudworth for BBC.
Despite the U.S.'s recent determination to denounce the Uighur government, no major power is inculpable. "In today's world, authoritarian politics and predatory commerce cooperate to exploit 'cultural differences.' Nowhere is this point clearer than in the symbiosis in recent decades between Western corporations and the Communist elite in China," argues Ai Weiwei in an op-ed for the Times.
That symbiosis reached a head during the post-9/11 era. In recent years, the United States has joined with the United Nations to denounce abuses of the Uighurs, but actually, the United States was instrumental in revving up early anti-Uighur and anti-Muslim sentiments. After 9/11, many members of the Uighur population were painted as potential allies of Al Qaeda, though little corroborative evidence has surfaced regarding these claims. Some 20 members were detained without charge and possibly tortured in Guantanamo Bay. "For years, the United States has been at the forefront of promoting an abusive counterterrorism architecture at the United Nations and has been allied with China on many of these efforts," says Letta Tayler, a Human Rights Watch expert on counterterrorism.
For their part, Muslim nations have also failed to protect the Uighurs. "Many risk looking like hypocrites over their own records of human rights abuses if they confront China—or risk imperiling lucrative partnerships," writes Joseph Zeballos-Roig for The New Republic. He identifies "deepening economic relationships, coziness with authoritarianism and the allure of a "Confucian-Islamic" alliance against the West" as "[outweighing] the political willingness of Muslim governments to act."
What Can Be Done About All This?
What can people around the world do about the ethnic cleansing occurring in China? While it's tempting to fall back on an argument that the United States and major global powers should embroil themselves in China's affairs, this impulse has been a historically unproductive and dangerous habit rooted in a white savior mentality which usually leads to further turmoil. Instead, the United States should use its economic power to pressure China and Middle Eastern allies into changing their ways on the basis of human rights violations.
Already, lawmakers in Washington are pushing the Trump Administration to place sanctions on China, many of which enjoy bipartisan support. This is on the right track, for "the most effective resistance to the treatment of Uighurs is increasing the public-relations costs for Beijing," write Daniel Bessner and Isaac Stone Fish for The Nation. "The State Department should publicize this issue in other Muslim countries, particularly influential American allies like Saudi Arabia, and among China's neighbors, especially Pakistan and Kazakhstan, with the hopes of increasing international pressure to end the ethnic cleansing."
Activist groups, they continue, should "pressure groups like the ABA to publicly criticize China while simultaneously compelling universities to embrace their commitment to free inquiry," and specifically, "the left should encourage civil-society groups to use their connections to politicians to push for programs to resettle Uighurs—and dissent-minded Chinese—who desire to move to the United States. And," they conclude, "it goes without saying that this must be done with the active participation—and indeed, leadership—of Uighurs themselves, who understand the needs and interests of their community better than any outsider."
In 2020, due to the onset of the coronavirus, presses around the world are calling for the Beijing authorities to release prisoners. "These camps, where as many as 3 million people are detained, are at risk of becoming death chambers," writes Abdul Majakbid for USA Today. "The World Health Organization declared the coronavirus a public health emergency this month, yet China's government, the WHO and the United Nations are apparently so far silent about the potential danger to the detained Uighurs." In fact, there are rumors that China is sending Uighur citizens to Wuhan, the epicenter of the virus. In light of the Uighur population's vulnerability to the virus, there are calls for the United States to levy sanctions against Chinese authorities unless they comply with global calls to inspect Uighur prisons and protect the detained from the virus.
It's important to remember that in spite of China's undeniable human rights violations, the United States is embroiled in its own human rights abuses, specifically on the U.S. border—so it may be hypocritical to fixate on China without first healing some of the crisis in this nation. Plus, much of the critiques that exist about China and coronavirus have xenophobic aspects of their own.
Still, all of these abuses are interconnected, rooted in xenophobia and racism that stems from neoliberal capitalism and a global reliance on oil.
This year's flu virus is still slated to be a bigger threat.
It's believed that Chinese officials have not exactly been forthcoming about the true extent and severity of the coronavirus, a respiratory illness whose death toll in mainland China has now exceeded that of S.A.R.S. The Chinese foreign ministry has criticized the U.S.'s response of temporarily banning foreign individuals who had traveled in China from entering the country. Chinese officials initially said that U.S. health officials "inappropriately overreacted" and spread unnecessary fear. However, on Monday (February 3) China's elite Politburo Standing Committee admitted that there were "shortcomings and difficulties in the response to the epidemic," according to China's Xinhua news agency. The government said it "urgently" needed medical supplies, such as protective suits and masks.
When the World Health Organization (W.H.O) declared the virus a "public health emergency of international concern," they said its organization "continues to have confidence in China's capacity to control the outbreak." They stated that their concern is about the virus' potential to reach countries with poor health care. In such an environment, the disease could spread rapidly, "infecting millions of people and killing thousands," according to The New York Times.
With over 20,000 cases reported in China and 170 more reported in over 25 other countries, the Centers for Disease Control and Prevention (C.D.C.) has been rapidly updating their findings on the respiratory disease. 11 cases have been confirmed in the U.S. (including 3 in California, 2 in Illinois, 1 in Arizona, 1 in Massachusetts, and 1 in Washington). More cases are currently under review. As of this writing, three New York cases have been sent to the Center for Disease Control and Prevention Laboratory in Atlanta, which is currently the only facility that can confirm a case of coronavirus. The New York City health commissioner has called the virus's presence in the city "inevitable."
But what does that really mean?
The coronavirus is distinct in a few ways, originating in animals in Wuhan, China but demonstrating the ability to spread from person to person once someone is infected. Symptoms present as common flu symptoms, including fever, dry cough, shortness of breath, aching muscles, and fatigue. There have been indications to suggest that individuals infected with the coronavirus are contagious before they show symptoms, but that has not been widely confirmed.
Out of over 20,000 confirmed cases spread across more than two dozen countries, there have been fewer than 500 deaths, with two deaths occurring outside of China so far. Most people infected have been elderly or those with compromised immune systems, and there have been full recoveries from the virus.
In fact, the first American patient confirmed to have the coronavirus has been released from the hospital and is staying in isolation in his home. "I am at home and continuing to get better," the nameless man said in a statement, "I ask that the media please respect my privacy and my desire not to be in the public eye. I would like to thank the doctors, nurses, and entire team at Providence who cared for me. I appreciate all of the concern expressed by members of the public, and I look forward to returning to my normal life."
The flu is more dangerous.
Meanwhile, public health officials underline that the coronavirus presents a low health risk to Americans. More dangerous is influenza B, or the common flu. The C.D.C. reports that 68 children have died of the flu this year, along with an estimated 10,000 adults! Todd Ellerin, the director of infectious diseases at South Shore Health in Massachusetts, told Mother Jones that the flu is "massively outstripping" the spread of the coronavirus in the U.S. He added in a a blog post for Harvard Medical School, "In the US, the average person is at extremely low risk of catching this novel coronavirus. This winter, in fact, we are much more likely to get influenza B—the flu—than any other virus: one in 10 people have influenza each flu season."