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.
A guide to the naturalization process, what comes before and what happens after
With all the talk surrounding immigration, we thought it would be useful to break down the actual process of becoming a U.S. citizen.
Photo: Andrew Schultz
The first step on the road to U.S. citizenship is applying for an immigrant visa. A sponsor (such as a family member or employer) can file a petition on the applicant's behalf. Eligible applicants can also file on their own behalf. This first application could be for conditional legal residency, a temporary permit to live in the country (and work if the visa allows it). For potential students, an F1 visa allows a nonresident to attend school in the U.S. It's worth noting that, although they are not permanent residents and might not be allowed to work off-campus, international students must still pay federal and local taxes. An F1 visa costs up to $400.
A person with a sponsor can apply for permanent residency and the ability to live and work in the U.S.—their green card. Permanent residents are protected by the law but do not have the rights to vote or hold a U.S. passport and can be subjected to deportation hearings. Permanent residence is a requirement for naturalization: after five years of residence, a person can apply for citizenship. If the person has a spouse who is a U.S. citizen, the necessary length of time drops to three years. An application for permanent residence can cost over $1,000.
Photo: U.S. Government
The naturalization process
To begin the naturalization process, a person has to demonstrate their five (or three) years of "continuous" permanent residence as well as physical presence in the U.S. during that time. If they are married to a U.S. citizen, they must, basically, prove their love through bank statements, proof of shared residence and other official documents that show the U.S. Citizenship and Immigration Services (USCIS) that their relationship is real.
In addition to proving the proper term of residence, an applicant must be at least eighteen years old to fill out the N-400, the application for naturalization. The applicant must then live continuously within the U.S. from the date of their application until the time of their naturalization. By that time, they must also be able to read, write and speak English and be knowledgeable in U.S. civics: history and government. Qualifying service in the U.S. armed forces might also accelerate the process. Finally, the applicant must "be a person of good moral character, attached to the principles of the Constitution of the United States, and well disposed to the good order and happiness of the United States during all relevant periods under the law."
The Form N-400 asks for pretty much all of the information concerning who the applicant is, where they're from, where they've lived and traveled and how they've acted as a person. It asks: "Have you EVER been a member of, or in any way associated (either directly or indirectly) with: A. The Communist Party? B. Any other totalitarian party? C. A terrorist organization?" Also: "Have you EVER advocated (either directly or indirectly) the overthrow of any government by force or violence?" And: have you ever worked for the Nazi government? An applicant should answer no to these questions on the form and in the interview; no amount of comedic skill will earn a laugh from USCIS officials.
Following the application and its filing fee of $725, the U.S. requires a biometrics appointment to take fingerprints. The applicant will also need to have their vaccinations up to date or administered by an approved doctor. A person should expect delays and errors in the complex network of forms and appointments but should not lose hope: the system is thorough but that does not mean it is efficient. Altogether, the minimum price of naturalized citizenship will be no less than $2,100; it will likely be more, especially if lawyers are necessary.
Photo: Grand Canyon National Park
Finally, a decision will be made. If the application is accepted, the new U.S. citizen will have to surrender all previous visas and pledge an ominously-titled Oath of Allegiance to the United States. At a naturalization ceremony, they will receive their naturalization certificate and officially become a citizen of the U.S. This makes them eligible to hold a U.S. passport, vote in elections and serve on juries.
Jury duty might not be the top selling point for the long and expensive naturalization process but sharing equal rights and privileges with the citizens of the country in which a person wishes to spend their life is certainly worth it.