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.
Why Mark Zuckerberg Is Sucking Up to Donald Trump (and Attacking Twitter)
With Donald Trump preparing to crack down on social media, Mark Zuckerberg is echoing Trump's sentiments
Last week two of Donald Trump's tweets attacking mail-in voting were flagged by Twitter as inaccurate, with a link to clarifying information.
Predictably, President Trump did not take the note well and is now preparing to sign an executive order with the purpose of cracking down on social media companies. In a move that strikes at the very foundation of the Internet, the new order will seek to give the federal government authority over how these platforms moderate user content.
The idea is that Internet platforms receive broad immunity from government regulation with the assumption they are acting in good faith and not attempting to enforce a particular ideology. So if the Trump administration claims—as they have in a draft of the new order—that social media companies are "invoking inconsistent, irrational, and groundless justifications to censor or otherwise punish Americans' speech," then they can justify stepping in to interfere.
Trump has even suggested that he may use his authority to shut down social media platforms like Twitter. It remains to be seen how far reaching this petty retaliation will actually be, or how much Twitter really needs to fear President Trump's latest tantrum, but that hasn't stopped Facebook CEO Mark Zuckerberg from trying to set his company apart as the "free expression" platform that doesn't need government controls because it won't interfere with Trump and his ilk saying whatever they want. As he put it in an interview with CNBC's Andrew Ross Sorkin, "Compared to some of the other companies, we try to be more on the side of giving people a voice and free expression."
It's a nice sentiment if you ignore the fact that it has nothing to do with the topic at hand. It's only relevant in that it echoes some of the language and ideas that the Trump administration and other reactionary figures in American politics have been using to attack anyone who tries to curtail their dishonesty.
Facebook CEO Mark Zuckerberg: Social networks should not fact-check politicians www.youtube.com
Did Twitter's decision to add a link with clarifying information at the bottom of Trump's misleading tweets do anything to limit anyone's free expression? Did it interfere with Zuckerberg's stated principle that "people should be able to see what politicians say?" Of course not, and Zuckerberg's implied suggestion that Twitter is attempting to be an "arbiter of truth" prompted a response from Twitter CEO Jack Dorsey, who defended the company's decision to to "point out incorrect or disputed information about elections." While it's worth critiquing what Twitter gets things wrong in its efforts to regulate the platform, what their action did in this case—and what it was plainly intended to do—was to mitigate the harm of misinformation being spread for the purposes of undermining the electoral process.
But the fact that the whole situation enraged Donald Trump and kick-started his move against social media companies means that it's time for Zuckerberg to prostrate himself and emphasize Facebook's minimal, hands-off approach to fact-checking, noting that his company has "a program where we work with independent fact checkers."
He didn't mention that those "independent" fact-checkers include Check Your Fact, a subsidiary of the reactionary "news" outlet The Daily Caller, which is infamous for platforming biased, misleading, and white-nationalist material. This is emblematic of Facebook's approach to the political scandals it has dealt with since the 2016 election. Zuckerberg has consistently tried to play both sides of the political aisle in a way that is self-serving and incompatible with a genuine fight against disinformation—particularly in an era when Donald Trump is the head of one of those parties.
This is in keeping with Zuckerberg's established disinterest in monitoring the deceitful content on his company's website. He prefers to allow lies to exist on Facebook and Instagram—and particularly in political ads on Facebook—and to let "the media" sort it out because, as he put it, "political speech is the most scrutinized speech already, by a lot of the media." This obviously ignores the reality that Facebook and other social media platforms control which aspects of "the media" people are exposed to, favoring what keeps people engaged—which is to say, the most sensational content coming from the perspective they already agree with.
Zuckerberg is resistant to the idea that this algorithmic curation of content makes his company accountable for the dangerous, manipulative, and hateful misinformation that it helps to spread. Instead, he says he wants to focus on only catching "the worst of the worst stuff." While we can blithely hope that this approach can at least prevent another Facebook-incited massacres like the recent genocide in Myanmar, it certainly makes it easy for figures like Donald Trump to skirt the truth.
From Facebook's perspective, however, this is part of the advantage. Along with being far easier and cheaper for them to enforce, it allows them to draw a contrast between themselves and other social media companies so that Donald Trump will direct the brunt of his wrath elsewhere. As long as Republicans remain in power in the federal government, it will be in Mark Zuckerberg's interest to play nice with their lies about Joe Biden and Ukraine and their fear-mongering about the terrifying threat of accessible voting.
So if Trump's new executive order calls out "freedom of expression" and claims that social media companies "hand-pick the speech that Americans may access and convey," then Zuckerberg will respond by selling Facebook as "one of the tech companies that is the most protective of giving people a voice and free expression" with "a special deference to political speech."
As long as it remains within a certain gray area of distortion, it's clearly good for Facebook's business to allow powerful figures like Trump to spread as much dishonesty as they like.
"We are merely exchanging long protein strings. If you can think of a simpler way, I'd like to hear it."Photoshop
Then again, maybe this is all too harsh. Maybe Zuckerberg has a purer motive for wanting to charm the president with this talk. Maybe he senses that—within Trump's inner circle—he has a kindred spirit: someone with dead eyes and waxen skin who could offer him the kind of connection he's been seeking ever since he reinvented digital friendship, someone with whom he could fuse into a single, soulless entity known simply as Jark Kushkerberg. Keep the dream alive, Mark.
Myanmar Military Used Facebook to Incite Genocide, Ethnic Cleansing
700,000 Muslims were forced to flee to neighboring Bangladesh in 2017.
On Monday, Facebook said it removed 13 pages and 10 accounts controlled by the Myanmar military in connection with the Rohingya refugee crisis.
The accounts were masquerading as independent entertainment, beauty, and information pages, such as Burmese popstars, wounded war heroes, and "Young Female Teachers." Fake postings reached 1.35 million followers, spreading anti-Muslim messages to social media users across the Buddhist-majority country.
Facebook's move comes a year after 700,000 Rohingya, a Muslim minority group in Myanmar, were forced to flee to neighboring Bangladesh amid widely-documented acts of mob violence and rape perpetrated by Myanmar soldiers and Buddhist mobs. The United Nations Human Rights Council denounced the crisis as "a textbook case of ethnic cleansing and possibly even genocide."
Rohingya children rummaging through the ruins of a village market that was set on fire.Reuters
Last month, the social media giant announced a similar purge, removing Facebook and Instagram accounts followed by a whopping 12 million users. Senior General Min Aung Hlaing, commander-in-chief of the Myanmar armed forces, was banned from the platform, as was the military's Myawady television network.
Over the last few years, Facebook has been in the hot seat for their tendency to spread misinformation. In the 2016 U.S. presidential election, inauthentic Facebook accounts run by Russian hackers created 80,000 posts that reached 126 million Americans through liking, sharing, and following. This problem has persisted in the 2018 midterm elections, ahead of which 559 pages were removed that broke the company's policies against spreading spam and coordinated influence efforts. Recent campaigns originating in Iran and Russia target not only the U.S., but also Latin America, the U.K., and the Middle East.
The situation in Myanmar is particularly troubling—it's not an effort by foreign powers to stoke hate and prejudice in a rival, but rather an authoritarian government using social media to control its own people. According to the New York Times, the military Facebook operation began several years ago with as many as 700 people working on the project.
Screen shots from the account of the Myanmar Senior General Min Aung Hlaing, whose pages were removed in August.
Claiming to show evidence of conflict in Myanmar's Rakhine State in the 1940s, the images are in fact from Bangladesh's war for independence from Pakistan in 1971.
Fake pages of pop stars and national heroes would be used to distribute shocking photos, false stories, and provocative posts aimed at the country's Muslim population. They often posted photos of corpses from made-up massacres committed by the Rohingya, or spread rumors about people who were potential threats to the government, such as Nobel laureate Daw Aung San Suu Kyi, to hurt their credibility. On the anniversary of September 11, 2001, fake news sites and celebrity fan pages sent warnings through Facebook Messenger to both Muslim and Buddhist groups that an attack from the other side was impending.
Facebook admitted to being "too slow to prevent misinformation and hate" on its sites. To prevent misuse in the future, they plan on investing heavily in artificial intelligence to proactively flag abusive posts, making reporting tools easier and more intuitive for users, and continuing education campaigns in Myanmar to introduce tips on recognizing false news.
The company called the work they are doing to identify and remove the misleading network of accounts in the country as "some of the most important work being done [here]."
Joshua Smalley is a New York-based writer, editor, and playwright. Find Josh at his website and on Twitter: @smalleywrites.