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.
How the Internet Fosters Hate Speech
Contrary to popular belief, there is no hate speech exception to the First Amendment.
The social networking site Gab has been taken offline since it was confirmed that the Pittsburgh synagogue gunman used it to post anti-Semitic hate speech and to threaten Jews. The site is popular with the far right and describes itself as "an ad-free social network for creators who believe in free speech, individual liberty, and the free flow of information online. All are welcome." Gab was originally created by conservative businessman Andrew Torba in response to Twitter clamping down on hate speech in 2016.
Robert Bowers logged onto the platform shortly before killing 11 people at the Tree of Life synagogue on Saturday to post the following.
Consequently, the site has been abandoned by payment processing firms PayPal and Stripe, as well as hosting service Joyent and domain register GoDaddy. A statement on Gab's website Monday read that the platform would be "inaccessible for a period of time" as it switches to a new web host. It said the issue was being worked on "around the clock." The statement went on to defend the website, saying, "We have been systematically no-platformed [and] smeared by the mainstream media for defending free expression and individual liberty for all people."
Regarding Bowers' use of the site, Torba said, "Because he was on Gab, law enforcement now have definitive evidence for a motive," Mr. Torba wrote. "They would not have had this evidence without Gab. We are proud to work with and support law enforcement in order to bring justice to this alleged terrorist."
But companies associated with Gab were not satisfied by the site's cooperation with law enforcement and continue to abandon the site. PayPal, the platform Gab used to manage donations from users, said in a statement, "When a site is explicitly allowing the perpetuation of hate, violence or discriminatory intolerance, we take immediate and decisive action."
A tweet from Gab on Monday morning implied that the people behind the site believe themselves to be a victim of intentional defamation.
Set aside the questionable intent of the decidedly tone-deaf tweet; and, legally, Gab did not do anything wrong. Contrary to popular belief, there is no hate speech exception to the First Amendment. The Supreme Court reaffirmed this in 2017 in Matal vs. Tal, deciding, "Speech that demeans on the basis of race, ethnicity, gender, religion, age, disability, or any other similar ground is hateful...the proudest boast of our free speech jurisprudence is that we protect the freedom to express 'the thought that we hate.'" Despite this, many people are calling for the permanent removal of the site, as Wired points out, "Momentary political rage can blind people into abandoning sacred values."
However, the internet inarguably contributes to the creation of extremists, as we have seen in the case of terrorists, rapists, school shooters, and now the synagogue shooter in Pittsburgh. Sites like Gab allows users to easily find other people who share their most extreme viewpoints, inevitably normalizing disturbing rhetoric the user may have otherwise suppressed or self-corrected in time. Therefore, sites like Gab become polarizing spaces that can help to sew the kinds of ideas that lead to violent acts. But, if there's no legal action to be taken against a site like Gab without damaging free speech, what can be done?
GAB Logo
Justice Anthony Kennedy said in his opinion following Matal vs. Tal, "A law that can be directed against speech found offensive to some portion of the public can be turned against minority and dissenting views to the detriment of all. The First Amendment does not entrust that power to the government's benevolence. Instead, our reliance must be on the substantial safeguards of free and open discussion in a democratic society."
While what exactly those safeguards are remains unclear, one can speculate that what Kennedy meant is exactly what Gab calling unjust now. As previously mentioned, the site has been abandoned by all of the companies whose services were needed for the site to remain online. And just as Gab has the right to allow freedom of expression on their site as they see fit, these companies are also free to express themselves in refusing to work with websites that allow hateful rhetoric.
Indeed, the conversation surrounding the fate of Gab has revealed that freedom of speech online is not decided by the government, but by social media platforms, servers, and domain registers who are free to decide with what kind of opinion their company wants to be associated. This also means that, on some level, what is seen as acceptable online is driven by consumer outrage and approval.
Daily Mirror
For example, after facing criticism for allowing users to post prejudiced content, larger social networking sites like Twitter and Facebook have been actively fighting against hateful rhetoric with varying degrees of success. In 2016, a code of conduct was established by the European Union in collaboration with Facebook, Twitter, YouTube, and Microsoft. The code is aimed at fighting racism and xenophobia and encourages the social media companies to remove hate speech from their platforms.
So, instead of outraged Americans calling for the legal suppression of sites like Gab — an impossibility if the First Amendment is to remain intact — the real power of the individual to fight hate speech is in one's ability to support or boycott companies based on how they handle free expression.
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