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.
Trump Threatens to Censor Twitter for Censoring Free Speech
The Trump-Twitter Industrial Complex continues to fester and mutate.
This week, President Donald J. Trump tweeted a false statement about mail-in ballots.
He wrote that secretaries of state were sending mail-in ballots to every person, when actually states are only sending out ballot applications. For the first time, Twitter jumped in to fact-check Trump's statement, adding a link to a webpage full of information about mail-in ballots.
When users clicked the warning message, they received a statement that read, "On Tuesday, President Trump made a series of claims about potential voter fraud after California Governor Gavin Newsom announced an effort to expand mail-in voting in California during the COVID-19 pandemic. These claims are unsubstantiated, according to CNN, Washington Post and others. Experts say mail-in ballots are very rarely linked to voter fraud."
[email protected] is now interfering in the 2020 Presidential Election. They are saying my statement on Mail-In Ballots, wh… https://t.co/cdSr6B9kWi— Donald J. Trump (@Donald J. Trump) 1590536410.0
The company legitimized its actions by citing its "civic integrity policy," which prevents any user from "manipulating or interfering in elections or other civic processes."
President Trump promptly threatened to "strongly regulate" or close down social media platforms. "Republicans feel that Social Media Platforms totally silence conservatives voices," he wrote this morning. "We will strongly regulate, or close them down, before we can ever allow this to happen."
Twitter has been acting more aggressively with regards to Trump, whose rise is arguably owed in part to his use of the platform. Earlier this week, after Trump questioned the death of a staffer named Lori Klausutis in then-Rep. Joe Scarborough's congressional office, Twitter company heads officials/headquarters/rulers of the universe? wrote that although the platform was unable to remove the Tweets, it was "deeply sorry about the pain these statements, and the attention they are drawing, are causing the family." Shortly after, Twitter applied visible warnings to two of Trump's additional tweets.
Twitter's actions have raised new discussions about the power, autonomy, and even political identity of major corporations. Despite claims of neutrality, no social media platform has ever been completely neutral. (As Elie Wiesel said, "We must always take sides. Neutrality helps the oppressor, never the victim. Silence encourages the tormentor, never the tormented.")
Facebook's decision not to censor untruthful political ads generated a discussion about whether the company was allowing electoral interference by permitting microtargeting and blatantly false information from saturating its platforms.
Twitter's actions also received some criticism. "It's not clear how Twitter intends to move forward with its disclaimer policy," wrote Inae Oh for Mother Jones. "For now, it seems pretty untenable, considering Trump's entire social media presence is propped up by falsehoods."
In a world where brands pretend to be your friends and where corporations are viewed as people, the fact that Twitter has developed some political spine of its own may be unsurprising. But were its actions really politically biased against conservatives if they were defending electoral integrity and the democratic process? And why did Twitter decide to lash out at this tweet, out of all the false, misleading, unhinged, and deeply dangerous tweets Trump has written?
This is uncharted territory, certainly, but there is some sweet hypocrisy in Trump's efforts to censor Twitter for censoring him. Regardless, both Trump and Twitter will both maintain distended amounts of money and power while pretending to defend democracy. Meanwhile, the pandemic will continue to rage and the world will continue to burn while Trump tweets away.
Hating Robocalls, and Other Things that All Americans Can Agree On
We live in a divided nation—but there some things will always bind us together.
Very few people seem to be getting along in America right now. Countless relationships have ended, and families have broken apart because of political and ideological differences, which have only grown more extreme following the 2016 election. The divide between Democrats and Republicans, pro-lifers and pro-choicers, climate-change deniers and believers, and many more have become unfathomably vast.
Image via the Seattle Times
But amidst all the chaos, violence and noise, there are just some issues that are decidedly non-partisan; some topics that are so unanimously agreed on that for a moment, it almost seems like we're all only human. In a time of rage, here are the few points of commonality we have.
1. Robocalls Should Stop Forever
There are so many contentious issues being debated in Congress today—from the Green New Deal to bathrooms to anything even remotely connected to the president; it's safe to say that there are very few things everyone in the House and Senate agree upon. But recently, two bills were introduced in the spirit of stopping robocalls—those awful telemarketer messages that constantly interrupt our day with health insurance scams or calls from the Chinese consulate—forever. One is the proposal Stopping Bad Robocalls, from Senator Frank Pallone of New Jersey. The other is Massachusetts Senator Ed Markey's Telephone Robocall Criminal Abuse Enforcement and Deterrence Act. Both of these proposals will make it much harder for telemarketers to call and force their wills upon unsuspecting constituents. According to Markey, "If this bill can't pass, no bill can pass."
AI support centre
Image via Ars Technica
2. Voting is Important
Now, though the issue of who to vote for is one of the easiest ways to turn an ordinary Thanksgiving dinner into a full-on screamfest, most Americans do agree that as citizens of this country, we are responsible for performing our civic duty and making our political opinions heard. Starting way back with the Founding Fathers, this has been an American ideal that nobody except for the staunchest anarchists or most apathetic among us is resistant to. Even so, only around 58.1% of America's voting-eligible population voted in 2016, although 67% of Americans believe that not voting is a huge problem, according to a survey by the Public Religion Research Institute. Maybe the disparity lies in the fact that the people who do not believe in voting also probably wouldn't be too likely to respond to a random political survey.
3. The News Is Fake
No matter where you prefer to get your news, most Americans agree that the media has serious issues—namely the abundance of falsified information plaguing and distorting everything from our elections to our dating lives. The issue isn't only a problem among journalists; politicians themselves are also widely distrusted, and for a good reason. In 2010, Senator Jim McMinn proclaimed that 94% of bills in Congress are passed without issue (it was found to be about 27.4%—although who knows if that statistic is true, though it did come from a Pulitzer-prize-winning political fact-checking organization). Since then, things have spiraled more and more out of control. There's no legitimate way to check how much fake news is out there, but according to one survey, most viewers were suspicious of 80% of the news they saw on social media and 60% of what they saw online overall. Though if you're like the majority of Americans, you won't be taking this article's word for it.
Image via Vox
4. We Should Have Healthcare
Although there is certainly not a clear consensus, most Americans do support healthcare for all. According to a 2018 poll, 6 out of 10 Americans believe that the government should provide healthcare for everyone; another survey from The Hill found that 70% of Americans support Medicare for all, and even a small majority of Republicans are in favor of the idea.
5. The Nation Is Divided
We can all agree on one thing: disagreeing. 81% of Americans believe that we are more divided than at any other time in our nation's history, according to Time. (Remember, there was this thing called the Civil War). Americans can't even agree on what exactly the nation's most significant points of disagreement are: most Democrats believe gun control is a huge issue while most Republicans consider it unimportant; same with climate change and income equality, according to surveys from the Pew Institute.
Although contention and chaos might be the laws of the day, at least we'll always have a shared hatred of telemarketers to bind us all together.
Eden Arielle Gordon is a writer and musician from New York City.
Researchers Have Created an AI Too Dangerous to Release. What Will Happen When It Gets Out?
The GPT-2 software can generate fake news articles on its own. Its creators believe its existence may pose an existential threat to humanity. But it could also present a chance to intervene.
Researchers at OpenAI have created an artificial intelligence software so powerful that they have deemed it too dangerous for public release.
The software, called GPT-2, can generate cohesive, coherent text in multiple genres—including fiction, news, and unfiltered Internet rants—making it a prime candidate for creating fake news or fake profiles should it fall into the wrong hands.
Fears like this led the Elon Musk-founded company OpenAI to curtail the software's release. "Due to our concerns about malicious applications of the technology, we are not releasing the trained model," they announced in a blog post. "As an experiment in responsible disclosure, we are instead releasing a much smaller model for researchers to experiment with, as well as a technical paper."
In addition to writing a cohesive fictional story based on Lord of the Rings, the software wrote a logical scientific report about the discovery of unicorns. "In a shocking finding, scientist discovered a herd of unicorns living in a remote, previously unexplored valley, in the Andes Mountains," the software wrote. "Even more surprising to the researchers was the fact that the unicorns spoke perfect English. The scientist named the population, after their distinctive horn, Ovid's Unicorn. These four-horned, silver-white unicorns were previously unknown to science."
This journalistic aptitude sparked widespread fears that AI technologies as sophisticated as the GPT-2 could influence upcoming elections, potentially generating unfathomable amounts of partisan content in a single instant. "The idea here is you can use some of these tools in order to skew reality in your favor," said University of Washington professor Ryan Calo. "And I think that's what OpenAI worries about."
Elon Musk quit OpenAI in 2018, but his legacy of fear and paranoia regarding AI and its potential evils lives on. The specter of his caution was likely instrumental in keeping GPT-2 out of the public sphere. "It's quite uncanny how it behaves," echoed Jack Clark, policy director of OpenAI, when asked about his decision to keep the new software under locks.
The fears of Elon MuskImage via express.co.uk
In a world already plagued by fake news, cat-fishing, and other forms of illusion made possible by new technology, AI seems like a natural next step in the dizzying sequence of illusion and corruption that has rapidly turned the online world from a repository of cat videos (the good old days) to today's vortex of ceaselessly reproduced lies and corrupted content. Thinkers like Musk have long called for resistance against AI's unstoppable growth. In 2014, Musk called AI the single largest "existential threat" to humanity. That same year, the late physicist Stephen Hawking ominously predicted that sophisticated AI could "spell the end of the human race."
Stephen Hawking's apocalyptic visionsImage via longroom.com
But until AI achieves the singularity—a level of consciousness where it achieves and supersedes human intelligence—it is still privy to the whims of whoever is controlling it. Fears about whether AI will lend itself to fake news are essentially fears of things humans have already done. All the evil at work on the Internet has had a human source.
When it comes down to the wire, for now, AI is a weapon.
When AI is released into the world, a lot could happen. AI could become a victim, a repository for displaced human desire. Some have questioned whether people should be allowed to treat humanoid creatures in whatever ways they wish to. Instances of robot beheadings and other violent behaviors towards AI hint towards a darker trend that could emerge should AI become a free-for-all, a humanoid object that can be treated in any way on the basis of its presumed inhumanity.
Clearly, AI and humanity have a complex and fundamentally intertwined relationship, and as we all become more dependent on technology, there is less of a clear line dividing the human from the robotic. As a manmade invention, AI will inevitably emulate the traits (as well as the stereotypes) of the people who created it. It could also take on the violent tendencies of its human creators. Some thinkers have sounded the alarm about this, questioning the dearth of ethics in Silicon Valley and in the tech sphere on the whole. Many people believe that AI (and technology in general) is fundamentally free of bias and emotion, but a multitude of examples have shown that this is untrue, including instances where law enforcement software systems displayed racist bias against black people (based on data collected by humans).
AI can be just as prejudiced and close-minded as a human, if not more so, especially in its early stages where it is not sophisticated enough to think critically. An AI may not feel in and of itself, but—much like we learn how to process the world from our parents—it can learn how to process and understand emotions from the people who create it, and from the media it absorbs.
Image via techno-pundit.blogspot.com
A completely objective, totally nonhuman AI is kind of like the temperature absolute zero; it can exist only in theory. Since all AI is created by humans, it will inevitably take on human traits and beliefs. It will perform acts of evil when instructed to, or when exposed to ideologies that can inspire it to. It can also learn morality if its teachers choose to imbue it with the ability to tell right from wrong.
Image via cio.com
Their quandary may not be so different from the struggle parents face when deciding whether to allow their children to watch R-rated movies. In this case, both the general public and the AIs are the children, and the scientists, coders, and companies peddling new inventions are the parents. The people designing AIs have to determine the extent to which they can trust the public with their work. They also have to determine which aspects of humanity they want to expose their inventions to.
OpenAI may have kept their kid safe inside the house a little longer by freezing the GPT-2, but that kid is growing—and when it goes out into the world, it could change everything. For better or worse, at some point, super-intelligent AI is going to wind up in the public's hands. Now, during its tender, formative stages, there is still a chance to shape it into whom it's going to be when it arrives.
Eden Arielle Gordon is a writer and musician from New York City. Talk to her about AI on Twitter @edenarielmusic.
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.
A New Golden Age of Journalism
The press is under siege, but it hasn't stopped great journalists from doing their job.
Last week, Luke O'Brien, a writer for the Huffington Post, penned an article which revealed the person behind the Twitter handle @AmyMek (real name: Amy Jane Mekelberg), an account dedicated to peddling racist garbage predominantly aimed at Muslims. O'Brien's story itself quickly gets muddled in minutia (albeit interesting minutia), revealing various details about Mekelberg's life. As one can imagine, the article was met with scorn from Mekelberg's many fans, but things took a distinctly violent turn over the past few days, with O'Brien receiving death threats online. Over the course of Donald Trump's presidency, rhetoric against the mainstream press has become increasingly malignant.
Political criticisms are touted as un-American and there's a rapidly growing sentiment that our freedom of the press is under siege. But, while direct threats against journalists are frightening, there's an argument to be made that we're entering a new golden era of American journalism.
Here is an example of what I received after Mekelburg orchestrated a harassment mob against me. pic.twitter.com/qIThLoU9Cl
— Luke O'Brien (@lukeobrien) June 5, 2018
A Brief History Lesson:
The rise of newspapers in this country runs directly parallel to the adoption of our two party system in the late 18th century. Following the end of George Washington's second term, political groups rapidly began sponsoring papers to curry favor with the general public and to support their candidates. In this way, the press is directly responsible for stoking the fires of American partisanism. Still, these early papers were little more than pamphlets, and there were no pretenses surrounding unbiased reporting. These political newspapers were essentially used as a means of smearing the competition. The press as we know it began with the invention of the Linotype Machine, a device that rapidly industrialized the newspaper business by allowing papers to be printed at astonishing (for the time) speeds. It's important to remember though,while freedom of the press was baked into the fabric of the constitution, there were no rules prohibiting newspapers from distorting the truth, or in some case, outright lying in their publications.
Yellow Journalism
In the late 19th century, the yellow journalism of William Randolph Hearst and Joseph Pulitzer pushed us into the Spanish American War. Throughout the early 20th century, the news slowly became more and more fact-based, eventually reaching what many consider to be the "Golden Age of Journalism," that brief period during the Vietnam War when the press core took on the U.S. government and won. Unfortunately, this period was little more than a blink, an exception to the rule of American media. In the decades following journalism's golden age, the 24-hour cable news circuit coupled with the Internet, rendered print newspapers obsolete.