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.
The refugee crisis hasn't gone anywhere. But news outlets and political leaders everywhere are ignoring it—and xenophobia is making it worse.
Around 2015, the so-called European refugee crisis was topping every newspaper headline. Reports of the 5.2 million refugees pouring in from Syria and other war-torn countries that year led to mass calls for mobilization to create infrastructure and support systems for displaced peoples. The photo of Alan Kurdi, the drowned three-year-old who provided a name and face to the crisis, sparked international acknowledgment and inspired humanitarian activists all over the world.
Alan Kurdi, via Medium
But that was four years ago. What has happened to those 5.2 million since then?
Firstly, there are a lot more than 5.2 million now. According to the UN, as many as 63.5 million people have had to flee their homes because of conflict since World War II; and today, roughly eight thousand people per month arrive in Greece, Italy, and Spain from Syria, Guinea, Algeria, and neighboring countries. These numbers are staggering; the lives they describe are almost impossible to imagine. But each figure corresponds to individual experience and a body that likely has crossed countless miles of ocean to arrive on European shores. Though it is impossible to generalize their stories, the majority of these people are currently stranded in liminal places like refugee camps or living as undocumented citizens without access to rights, living wages, and other protections.
According to the Aegean Boat Report, around 20 boats have arrived on the Greek island of Lesvos alone in February 2019, carrying a total of 791 people. Lesvos's Moria Camp holds somewhere between eight to ten thousand refugees; it was initially designed to hold ten. Many have been there for over half a decade, and the conditions in the camp are becoming more and more unlivable by the day.
Moria Camp, via Al Jazeera
Many refugees go through hell and back to get there. Left with no choice but to flee violence and unlivable conditions, many spend thousands of dollars on hiring a smuggler who could carry them across the sea. The journey is treacherous—smugglers sometimes have deals with authorities or even pirates, and recent reports have revealed that the journey is more dangerous than ever before, with 1,600 to as many as 2,730 people dying at sea in 2018. The
UNHCR released a report which argued that although the official number of migrants crossing the Mediterranean fell last year, this was likely due to "reductions to search and rescue capacity coupled with an uncoordinated and unpredictable response to disembarkation." This in turn, "led to an increased death rate as people continued to flee their countries due to conflict, human rights violations, persecution, and poverty." As the world forgets, the little structure and safety netting that does exist inevitably falls apart.
The news is a strange beast. Some stories can dominate for months and fade out so suddenly it's almost like they never happened; particularly shocking acts of individual or random violence can consume headlines while systematic, long-term horrors can fade away, having lost their ability to capture audiences' attention. With countries like South Sudan, Yemen, and Afghanistan steadily experiencing mass exoduses for years and years at a time, and with the inundation of tragic stories and gory photographs from Syria, it's easy for ongoing horrors to slip underneath an ocean of facts and figures that seem too overwhelming to address.
It's also easy for governments to shirk off responsibility for taking in refugees, seeing as technically they are stateless and, therefore, are not protected by any citizenship rights. Though the Universal Declaration of Human Rights guarantees basic protections for all people on earth, it does not specify which countries are responsible for providing these protections.
But every political decision manifests in lived experiences. For example, when migrants arrive on the shores of Lesvos, they are sometimes met with volunteers who provide water and transportation to the camps. Families and individuals are assigned at random to tents, which are crammed next to each other, creating unlivable conditions.
Image via aljazeera.com
Lesvos, in particular, has an extensive volunteer population, but overall aid groups often work as band-aids, failing to heal the sources of a larger issue and failing to structure a pathway forward. Instead, aid groups and refugees languish on Lesvos, in the grey area of statelessness and global amnesia. NGOs are gradually shifting their focus to working with refugees and locals to develop long-lasting relationships and skills, which can propel migrants forward into new lives.
But in light of the antipathy many locals hold towards newcomers, and also because of the trauma, language barriers, or other struggles that migrants face, the process of adjustment is challenging and will require individualized attention, patience, and cohesive efforts. Reports reveal that the majority of refugees fleeing severe conflicts will have vestiges of trauma; the IRC reported high levels of depression and PTSD among refugees across the board.
A 2011 Oxford University study found that the best way for refugees to move forward is through integration into life in their new countries. Solutions lie in treating the wound at its source, addressing xenophobia, and fighting for fair opportunities to education, jobs, healthcare, and other vital structural support systems. On the other hand, stranding migrants in places like Lesvos—where they live in unsanitary and dangerous conditions, surrounded by strangers who may also be experiencing trauma, with no idea of if or when they will be able to leave—is a product of a collective worldwide amnesia, a refusal to see what is happening in real time.
Long-term, slow-moving challengers are not foddered for breaking news. Particularly massive floods of refugees might pique the interest of a world leader; an artist might draw attention to the crisis through an installation in a busy city; but always, the cycles of violence and erasure continue as the world gets caught up in shinier, brighter topics. But remembering and acknowledging what is happening is the first step to moving in a new direction.
Image via Oxfam Novib Academy
Eden Arielle Gordon is a writer and musician from New York City.
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