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.
Volunteers look to change the world but the agency's practices have been debated for decades
In February 2013, 23-year-old Peace Corps volunteer Nick Castle died in a hospital at West China Hospital of Sichuan University of a gastrointestinal illness. He had fallen into a coma after feeling sick for months, losing weight and, finally, collapsing in Chengdu, the capital of the Sichuan province. Carrie Hessler-Radelet, the director of the Peace Corps in 2013, told the New York Times that the agency had been examining and revising its entire practice since the death of another volunteer in Morocco in 2009.
Deaths in the Peace Corps are not frequent, but they rightly call into question the program's training processes, medical resources, and the security of volunteers.
The physician who treated Castle, Dr. Jin Gao, became the center of a report by the Corps' inspector general about miscommunication and delayed reactions in the agency's healthcare system that might have led to the volunteer's death. Though the report didn't blame the Peace Corps for the man's death, it revealed inefficiencies and errors made by the doctor and others (including the ambulance getting lost on the way to pick up Castle) that added to concerns about volunteer welfare.
Many testimonies—positive and negative—reached reporters following the death. Chance Dorland, a volunteer in Columbia, said, "I was forced to leave my site . . . early because I was made sick by the inadequate and unprofessional medical care the Peace Corps offered its volunteers." Nancy Tongue, founder and director of Health Justice for Peace Corps Volunteers, wrote that a sick volunteer carries the "burden of proof." She expects volunteers who maintain a successful claim to be left "living slightly above poverty level regardless of prior earnings," waiting months or years for proper treatment or attention.
The Peace Corps has also been criticized for failing to keep its volunteers safe. In 2007, Juan Duntugan, a Filipino woodcarver, confessed to killing Julia Campbell because she had bumped into him while he was enraged by a fight with a neighbor. The organization cannot possibly guarantee the safety of its thousands of volunteers in hundreds of countries around the world but it can better prepare them and be more transparent about the dangers they might face.
It can also offer better mental health services. During the application process, the Peace Corps might require, from a person who has a mental illness, letters from mental health professionals, clearance from a psychologist, and participation in a sort of exam. "Transition can often be one of the biggest triggers for mental health issues," writes Ross Szabo, a former volunteer. Even in people not diagnosed with a specific mental illness, adjusting to life among strangers in another country can be massively stressful. And the pressure to succeed can make a difficult situation unmanageable. Another former volunteer, Emily Best, ended her stay in Senegal in 2012 after a year of frustration. She writes, "The onus of success seemed to be placed solely on the volunteer. If the volunteer struggles, it's because she isn't trying hard enough to adapt."
Some volunteers have struggled with a lack of education after being handed a project in an unfamiliar field or with too little training. Kelli Donley returned home from her agricultural posting after only five months because, she realized, "the audacity of my arrogance in assuming that this time abroad would do Cameroon any good was apparent on Day 1." Benjamin Clark was sent to Senegal as a 23-year-old with a graduate school degree. "I taught them a little about accounting and some basic math," he writes, "but my real value was being one extra person to hold a shovel." He thinks of the Peace Corps as a cultural exchange program more than an international aid group.
The loudest controversy for the Peace Corps in recent years has been their alleged mishandling of rape and sexual assault. On average, twenty-two female volunteers reported being raped or being victims of attempts between 2000 and 2009. In 2016, the percentage of women who said they've been sexually assaulted rose to 38%.
Danae Smith was attacked in the Dominican Republic and reported it to the Peace Corps in 2015. The Corps responded by blaming her for not doing enough to prevent it from happening. They sent her home immediately afterward. The U.S. Office of Special Counsel wants better training for host families and other in-country workers, including fellow teachers and priests, who represent a significant percentage of the attackers.
The agency is also being asked to provide much better access to victim care, including medical treatment and counseling.
The Peace Corps has drawn criticism since its inception in 1961 for its actions and intentions as an international development organization. Some think that its goal is mainly to create a positive image of the U.S. despite the country's imperialistic military engagements. Others think of the Peace Corps, itself, as an imperialistic strategy, developing Western culture and planting American influence in impoverished regions around the world. Hayley White, a volunteer in Uganda, wrote that the Corps should work more closely with in-country social entrepreneurs than with nongovernmental organizations that are "often too indoctrinated in Western ideas of how things must be done."
It is difficult to separate imperialism from a foreign aid program such as the Peace Corps or WorldTeach. After all, how can a U.S. citizen, perhaps only recently graduated from college, and maybe on their first trip outside of the country, provide meaningful help to a foreign community based on any other system than the American one in which they grew up? Instead of ending the imperialism argument outright, this is a question that is worth answering as a step toward a solution.
This article has focused on the controversies that surround the Peace Corps not to debase the organization's mission, but because without the constant discussion of weaknesses and the incessant push to do better, these dangers will remain. Many volunteers who write about their unsatisfactory experiences maintain that the organization needs revision to do its work better, not to cease working altogether. The mission of the Peace Corps is important; therefore, it is important to ensure that its mission is carried out correctly and with care.