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:
— Weird Dall-E Mini Generations (@weirddalle) June 8, 2022
— 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
— Weird Dall-E Mini Generations (@weirddalle) June 12, 2022
— 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.
Scotland Becomes First country with LGBTI Teaching Curriculum
In contrast, the education system in the United States is not nearly as LGBTQ+ friendly.
In what advocates say is a historic moment, Scotland will take the lead as the first country in the world to embed lesbian, gay, bisexual, transgender, and intersex rights into their required education curriculum.
State schools will be instructing teachers as well as students about the history of LGBTI equality and movements, challenging homophobia and transphobia, and exploring LGBTQ+ identity and terminology. There will be no exemptions to the policy, so individual schools will not be allowed to opt-out. The Scottish government's move comes after an LGBTI Inclusive Education working group, led by the Time for Inclusive Education (TIE) campaign, outlined 33 recommendations in a published report on how to tackle LGBTI bullying in schools.
In a study, TIE found that nine in 10 LGBTI Scots experience homophobia at school, with 27% reporting that they had attempted suicide because of being bullied. Research also discovered there was little understanding in schools about prejudice against people with variations of sex characteristics and intersex bodies. These findings are likely a part of the destructive legacy of section 28, the infamous legislation enacted by Margaret Thatcher's conservative government in 1988. The clause, part of the Local Government Act 1988, banned the "promotion" of homosexuality by local authorities and educators in British schools. It was repealed in Scotland in 2001 and in the rest of the UK two years later.
Jordan Daly, the co-founder of TIE, said of the new curriculum: "This is a monumental victory for our campaign, and a historic moment for our country. The implementation of LGBTI inclusive education across all state schools is a world first. In a time of global uncertainty, this sends a strong and clear message to LGBTI young people that they are valued here in Scotland."
Surprisingly, Scotland is regularly ranked one of the best European countries for legal protections of LGBTI people despite the country decriminalizing homosexuality in 1980, 13 years after England and Wales did the same. Former Scottish Labour leader Kezia Dugdale described the country in 2016 as having "the gayest parliament in the world." At the time four of Scotland's six party leaders identified as lesbian, gay or bisexual: Dugdale, Ruth Davidson, David Coburn and Patrick Harvie.
A number of Scotland's neighbors, including Wales and the Republic of Ireland, have also been looking into further integrating LGBTQ+ issues in their curricula. In England, some schools are already teaching LGBT-inclusive classes.
In contrast, the education system in the United States is not nearly as LGBTQ+ friendly. Much like the repealed section 28 in the UK, seven U.S. states have anti-gay laws that explicitly prohibit the positive portrayal of homosexuality in schools. The laws, currently in effect in Alabama, Texas, Arizona, South Carolina, Oklahoma, Louisina, and Mississippi (Utah repealed its law in 2017), can have various negative effects on LGBTQ+ youth within the millions of public school students affected.
A report by GLSEN, an LGBTQ+ education advocacy group, found that LGBTQ+ students in these states were less likely to find peers that are accepting of their identities, more likely to hear homophobic remarks, and more likely to face harassment and assault at school because of their sexual orientation and/or gender expression. Schools in these states are also less likely to have teachers and administrators supportive of LGBTQ+ students, as well as fewer resources (like Gay-Straight Alliance clubs) and less health services inclusive of LGBTQ+ needs. While the exact laws differ in each state, advocates say they all function to further stigmatize lesbian, gay, bisexual, transgender and queer students.
Scottish Deputy First Minister John Swinney said Thursday, "Our education system must support everyone to reach their full potential. That is why it is vital the curriculum is as diverse as the young people who learn in our schools."
"The recommendations I have accepted will not only improve the learning experience of our LGBTI young people, they will also support all learners to celebrate their differences, promote understanding and encourage inclusion," Swinney said.
The United States should take note of the progress being made by their allies across the pond.
Joshua Smalley is a New York-based writer, editor, and playwright. Find Josh at his website and on Twitter: @smalleywrites.
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