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:
pic.twitter.com/DbLoe1s00c
— Weird Dall-E Mini Generations (@weirddalle) June 8, 2022
pic.twitter.com/cxtliOrlHz
— Weird Dall-E Mini Generations (@weirddalle) June 12, 2022
no fuck every other dall-e image ive made this one is the best yet pic.twitter.com/iuFNm4UTUM
— bri (@takoyamas) June 10, 2022
pic.twitter.com/rEBHoWR7lH
— Weird Dall-E Mini Generations (@weirddalle) June 12, 2022
pic.twitter.com/RSZaCIDVV7
— Chairman George (@superbunnyhop) June 9, 2022
back at it again at the DALL•E mini pic.twitter.com/iPGsaMThBC
— beca. ⚢ (@dorysief) June 9, 2022
There’s no looking back now, not once you’ve seen Pugachu; artificial intelligence is here to stay.
The VA Refuses to Compensate Underpaid Student Vets
Countless vets were underpaid after a software glitch in the Department of Veteran Affairs.
On Wednesday the Department of Veteran Affairs told congressional staffers that it will not compensate veterans who were underpaid in their recent GI Bill benefits, despite the error in the department's own computer system.
For weeks, student veterans have reported missing or incorrect payments, either in excessive or diminished amounts, due to a problem in the department's software. The glitch stems from system changes under the new Forever GI Act, designed to afford veterans more financial stability to pursue their education. VA spokesman Terrence Hayes stated that "severe critical errors" occurred when they implemented new standards for calculating stipends owed to veterans.
Time
In response to these errors, the VA postponed using the new system until December 2019. Until then, they're deferring to the rates used in 2017, denying veterans a 1% increase in payments included in the Forever GI Act. In addition to delaying benefits, the VA also miscalculated housing allowances.
To those who were underpaid, the VA initially promised that they would issue retroactive payments. However, on Wednesday, officials told anonymous congressional staffers that they have no plans on issuing payments because doing so would require an all-encompassing audit of every education claim prior to December 2019, as many as 2 million claims, according to an aide.
Another aide told NBC News, "They are essentially going to ignore the law and say that that change only goes forward from December 2019."
Amidst the VA's refusal to comment and spokespersons' vague responses on the matter, it is unclear how many students have been underpaid or how much money is owed, but hundreds of thousands of veterans are thought to be affected. The department defends its actions with the claim that the audit required to reissue payments would only delay processing future claims, causing more veterans to suffer.
One of those veterans already feeling severe strain is Jane Wiley, 31, a former Marine who now serves as a reservist in the Air Force. Her husband is also a former marine, and they support two children while she attends Texas A&M San Antonio. In October, she told NBC News that they had yet to receive their housing allowance through the GI Bill, despite filing all necessary paperwork. They were facing food and housing insecurity as a direct result.
Wiley lamented, "People are homeless and starving because they can't rely on getting their benefits. If it means making [VA] employees stay all night, then get it done because it's better than putting families in crisis." She added, "You can count on us to serve, but we can't count on the VA to make a deadline."
Under Secretary for Benefits Paul Lawrence is due to testify before the House Committee on Veterans' Affairs. Another key witness slated to appear resigned from the VA after news of underpaid veterans broke.
On Thursday, the VA denounced NBC News' original report as "misleading." Press Secretary Curt Cashour stated in an email sent to student veterans, "By the end of 2018, VA will install the current year uncapped DoD [basic allowance for housing] rates, and subsequently [monthly housing allowance] payments will follow this rate. For many students, this rate will be equal or higher than their current payments. Shortly after this update, VA will issue an additional payment to students who were underpaid for applicable terms."
How they'll define "applicable terms" in the new year is unclear, as it remains unspecified how long payments have been backed up or incorrect for how many veterans.
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The Hill
Meg Hanson is a Brooklyn-based writer, teacher, and jaywalker. Find Meg at her website and on Twitter @megsoyung.
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