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:
no fuck every other dall-e image ive made this one is the best yet pic.twitter.com/iuFNm4UTUM
— bri (@takoyamas) June 10, 2022
There’s no looking back now, not once you’ve seen Pugachu; artificial intelligence is here to stay.
Amy Klobuchar ate salad with her comb and then made her aide clean it.
Prior to their official half-endorsement of Amy Klobuchar as the "Democrats' Best Choice For President," The New York Times covered another side of the Minnesota senator. "Senator Amy Klobuchar was hungry, forkless and losing patience," wrote political reporters Matt Flefenheimer and Sydney Ember.
"An aide, joining her on a trip to South Carolina in 2008, had procured a salad for his boss while hauling their bags through an airport terminal. But once onboard, he delivered the grim news: He had fumbled the plastic eating utensils before reaching the gate, and the crew did not have any forks on such a short flight.
What happened next was typical: Ms. Klobuchar berated her aide instantly for the slip-up. What happened after that was not: She pulled a comb from her bag and began eating the salad with it, according to four people familiar with the episode.
Then she handed the comb to her staff member with a directive: Clean it."
Flefenheimer and Ember's deep dive into Klobuchar's campaign team reads more like a copypasta than an account of real events; but alas, Klobuchar herself even seemed to lowkey brag about her history of mistreating her staff. "Am I a tough boss sometimes? Yes," Klobuchar said during a CNN Town Hall in February 2019. "Have I pushed people too hard? Yes. But I have kept expectations for myself that are very high. I've asked my staff to meet those same expectations. The big point for me is that I want the country to meet high expectations."
The CNN Town Hall audience may have cheered for that line, but voters don't seem to be "eating the salad," proverbially speaking. Klobuchar has consistently polled near the very bottom of people's choices for Democratic primary candidate, with recent polls placing her just over 3%. In other words, The New York Times' endorsement of Amy Klobuchar is strange considering the fact that she's basically unelectable.
But while, statistically speaking, pretty much nobody actually likes Amy Klobuchar, her behavior has struck a chord with a specific demographic on Reddit.
For context, while the overall Reddit community leans white, male, and liberal, many political figures' most ardent supporters use Reddit as a gathering space for promoting their candidate of choice. From the quarantined r/The_Donald with its 785k members (Russian bots included) to r/SandersForPresident with 380k, almost anyone can find their favorite presidential pick on Reddit. Even r/Tulsi has over 17k people who want Tulsi Gabbard to be president for some reason.
And then we have r/AmyKlobuchar. With 147 total members, roughly seven of whom seem to be online at any given time, the truly incredible thing about Amy Klobuchar's subreddit isn't its minimal user base. It's the fact that pretty much everything posted there is ironic.
The most upvoted post on the entire sub is titled "Amy Klobberchar" and contains a meme recounting a fictional incident wherein Amy Klobuchar threw a stapler at a staffer. In fact, many of the posts in r/AmyKlobuchar hone in on Klobuchar's history of staffer abuse, depicting Klobuchar firing unpaid interns and stepping on people's necks.In another top post on the sub titled "Why I am voting for Amy," a user lists off reasons including, "She is abusive towards her staff. We need a fighter, not a wimp," and, "I like the taste of boot."
The same New York Times article that covered the salad incident included a leaked email that Klobuchar has sent to her staffers regarding the things people said about her on Twitter: "We are becoming a joke and it is making me a joke."
As it turns out, Klobuchar's prophecy was self-fulfilling. By continually treating her staff like garbage, Klobuchar invoked the attention of a small but vocal demographic of roughly 147 people who don't like seeing low-paid interns treated like garbage.
Perhaps much more importantly, though, to most of the American electorate, Amy Klobuchar still doesn't matter.
They need to put their differences aside if either of them hopes to win
In a recent interview with New York Magazine Alexandria Ocasio-Cortez commented that "in any other country, Joe Biden and I would not be in the same party, but in America we are."
With consistent cries for party unity since before presidential candidates even began announcing their campaigns, it would be tempting to attack Ocasio-Cortez as splitting the party, but she is absolutely right. There is only a unified party to split on paper. America's winner-take-all style of voting forces disparate political interests to share a title and to pool donors—unless they have the ability, like AOC, to source their own funding.
The GOP has used this to their advantage, emphasizing social wedge issues like abortion and immigration to pull working-class white voters away from their economic interests on the left—convincing them to cheer on tax cuts for the ultra-wealthy. For the Democrats, however, the powerful faction of the party that represents professional-class interests—the private-public partnership, means-testing, social-program-cutting wing—has represented a barrier to participation for truly progressive candidates and voters.
That's why it has been heartening, prior to this week, to see Bernie Sanders and Elizabeth Warren avoiding the temptation to attack one another. While many of Bernie's supporters online have adopted toxic attitudes toward anyone other than their preferred candidate, and many Warren supporters have questioned Bernie's feminist bona fides (particularly in light of that toxicity from many "Bernie Bros"), the candidates and their campaigns seemed largely cordial and supportive of one another. It's important, as the marginalized left-wing of the party, to focus on commonalities and mutual aid if there is going to be any hope of overcoming the powerful centrist forces that have ruled the party and served moneyed interests with only moderately less zeal than the Republican party.
Justin Sullivan/Getty Images
That shared effort began to fall apart on Saturday night when Politico ran a story under the headline "Bernie Campaign Slams Warren as Candidate of the Elite." The story included excerpts from a document purported to be circulated within the Sanders campaign, with scripts instructing volunteers how to attack rivals in the Democratic primaries. While criticisms of Joe Biden and Pete Buttigieg are hardly surprising, the attacks on Warren—noting that her supporters are predominantly educated, affluent voters who "who are going to show up and vote Democratic no matter what"—came as a surprise in the context of the candidates' established alliance.
Skepticism in these cases is usually warranted, but the article contained little to suggest that the content was anything less than official and approved by Bernie Sanders himself. By the time Sanders came forward to repudiate the document and deny its official status, the damage was done. The rift was already beginning to widen.
@michelleinbklyn This campaign would NEVER attack supporters. The script, which was not directed by the campaign, p… https://t.co/smcZ6ssrU7— Briahna Joy Gray (@Briahna Joy Gray) 1578977594.0
Warren responded that she was "disappointed to hear that Bernie is sending his volunteers out to trash me," and she sent out a fundraising email that asked both for donations and for supporters to share personal stories and perspectives to contradict the framing of her base as elitist. If that had been all, then it might have been easy to move on and return to a mutually supportive stance within a few days. But the real damage was done when people close to Warren, perhaps in an effort to retaliate, spoke to CNN about a private conversation the two had in 2018.
Back then, the thought of actual voters making actual choices seemed distant and abstract, and the candidates sat down to discuss strategies against Trump and to establish the general truce that has held until now. Everyone involved seems to agree on those points, but differing reports emerge when it comes to the topic of gender. As CNN reported, Warren laid out her strengths as a candidate: "She could make a robust argument about the economy and earn broad support from female voters." Bernie was not on the same page.
The Bernie cult has been attacking @ewarren for way too long. They’ve minimized her achievements, called her a copy… https://t.co/9zLobcSgBv— Joshua Manuel Bonet 🏳️🌈 (@Joshua Manuel Bonet 🏳️🌈) 1578984471.0
According to anonymous members of Warren's team, Bernie didn't think a woman could win. Bernie shot back with his own version of events, saying, "It is ludicrous to believe that at the same meeting where Elizabeth Warren told me she was going to run for president, I would tell her that a woman couldn't win... What I did say that night was that Donald Trump is a sexist, a racist and a liar who would weaponize whatever he could. Do I believe a woman can win in 2020? Of course! After all, Hillary Clinton beat Donald Trump by 3 million votes in 2016." When Warren herself was finally convinced to weigh in directly, she urged people to move on, claiming that she was more interested in what she and Sanders agree on… But she also confirmed the more inflammatory version of events: "Among the topics that came up was what would happen if Democrats nominated a female candidate. I thought a woman could win; he disagreed."
While there is certainly a conversation to be had about to what extent America remains too sexist to support a female candidate, it seems like a stretch to accept the idea that, in 2018, Bernie would hold such a categorical view against the possibility of a woman being elected president. What makes it particularly questionable is the existence of footage from a C-SPAN appearance three decades earlier, in which Bernie says, "In my view, a woman could be elected president of the United States. The real issue is whose side are you on? Are you on the side of workers and poor people, or are you on the side of big money and the corporations?"
The suggestion that Bernie's views have become more regressive since 1988 seems far-fetched. The inclusive, forward-thinking persona he has consistently presented to the public for 40+ years doesn't line up with this supposed private view. Then again, the idea that Warren would simply lie about Sanders' comments seems equally unlikely. Who you believe seems to depend largely on who you prefer, and the two camps seem to be moving further from each other as the Iowa Caucuses close in. On one side, Bernie Sanders is a sexist; on the other, Elizabeth Warren is a liar.
Without a recording or a transcript of the conversation, it doesn't seem quite justified to land in either of those camps. Without third-party witnesses, the basic facts of who did and who said what can quickly dissolve. The message that was intended and the message that was received crystallize in each person's mind to the point that they become irreconcilable. Perhaps Bernie did think that a progressive man was better poised than a progressive woman to counter Donald Trump's brand of populism in the 2020 election. Maybe his way of saying so was so clumsy that Warren took it as a broad statement about the viability (or lack of viability) of female candidates, and she recounted it as such to people close to her. Short of calling either of them a liar or worse, that is the best I can muster—a version of events that I prefer to believe in order to maintain my respect for both of these candidates.
Supporters from both sides will no doubt find this middle-ground unsatisfactory. The rift feels real right now, and it's starting to seem like each side is trying to undermine the chances of the other. But while only one candidate can win the nomination in the end, their support draws too much from the same pool of voters to allow this rift to remain. Already Bernie supporters who also donated to Warren are turning against her with the hashtag #RefundWarren. But the sad truth is that neither can win in the general election without support from the other's ardent fans. And who really stands to benefit from continued fighting? The center and the far-right. It can only help Joe Biden and Donald Trump. And Donald Trump seems to know it...
Bernie Sander’s volunteers are trashing Elizabeth “Pocahontus” Warren. Everybody knows her campaign is dead and wan… https://t.co/XaRdJ6P3W8— Donald J. Trump (@Donald J. Trump) 1578929126.0
If Sanders and Warren can't each count on the other's supporters to get behind them as the primaries shake out, then Biden will likely hold onto his narrow lead. And if one of them does manage to get the nomination with this acrimony still hanging in the air between them, no amount of campaigning for one another is going to muster the sort of passion that we can count on to overwhelm Donald Trump in the general. 2016 should have taught us that much.
This feud needs to end now. Warren and Sanders need each other, and our country needs them. They are the only candidates taking America's economic divide seriously, and the only candidates willing to tackle climate change with the resolve and transformative action it requires. If Donald Trump gets reelected, he will continue to make both of these problems far worse, destroying hope for economic justice and a sustainable future. If Joe Biden is our next president, then we will go back to enacting middling, inadequate reforms—one step forward for every two steps back.
Hillary supporters as 2016 election results came inGetty Images
Warren and Sanders, united, represent our only real hope. Of course, they each believe that they are best suited to the job. They wouldn't be running otherwise. But if either of them is going to win, they need to come together, reaffirm progressive unity with one voice—acknowledging the differing accounts of events and decrying sexist limitations. Either of them can win this election, but neither can do it alone.
Because the American people deserve to know
With less than a month left until the Iowa caucuses officially kick off primary season, it seems like we've spent the last decade slowly whittling away at an endless list of candidates.
Many voters have already seen their favorite contenders drop out of the race. Others have yet to figure out which person on a crowded debate stage best represents their interests. Obviously there are a number of axes on which you can compare the candidates, and countless articles that can help you navigate their differing economic policies, their stances on health care, or their various approaches to foreign policy. If those are the factors by which you judge a candidate, you should have no problem finding what you need to make up your mind. People like me are not so lucky.
I have always been a single issue voter—consistently casting my ballot for the best dancer. In 2008 and 2012, I had an easy time of it. Barack Obama's blend of smooth and corny dance moves struck a perfect balance for my sensibilities, easily winning out over Mitt Romney's "Gangnam Style" convulsions, or John McCain's high-intensity robot. 2016 presented a more difficult choice. I nearly didn't vote at all, but ultimately decided that Hillary Clinton's stiff Whip and Nae Nae represented the lesser of two evils when considered against Donald Trump's apocalyptic rendition of "Hotline Bling."
Sadly, some 60 million voters didn't see what I did, and made the wrong call. I won't let that happen again. The American people deserve to see every candidate dance before they go to the polls. Until the DNC finally listens to wisdom and converts one of their debates to a dance off, I've compiled this list so that you can make an informed decision.
Warren dancing at her rally tonight 💃🏼 https://t.co/c2QBzPGsH1— Behind 2020 (@Behind 2020) 1578458031.0
We'll get the top-tier candidates out of the way first. Senator Elizabeth Warren has nothing to hide. She has been the most upfront, transparent candidate when it comes to her big, structural dancing. And while it may not be everyone's first choice in style, you can not fault her fun-aunt-at-a-wedding energy. The latest example of her eclectic blend of fist pumping and hula dancing comes from last night's Brooklyn rally with—recent dropout and competent dancer in his own right—Julian Castro. She probably just needs a couple more glasses of zinfendel from the open bar before she really loosens up.
Bernie Sanders is surprisingly spry. You might not expect a man in his 70s with heart problems to cut a rug, but Bernie is not your average senior citizen. He has the energy of a man half his age, and the timeless consistency of his dancing allows him to keep up with his young supporters.
Former vice president Joe Biden dances exactly as you'd expect—slow, old fashioned, and "sweet" in a way that's uncomfortably intimate.
"Not left. Not right. Forward!" - @AndrewYang #YangGang #Yang2020 https://t.co/7UcY9OG9to— Will🔥🛍️YangGang Pink🧢🔥 (@Will🔥🛍️YangGang Pink🧢🔥) 1565920883.0
Silicon Valley entrepreneur Andrew Yang has more than enough spring in his step to keep up with any roomful of middle-aged women on the dance floor. His universal basic dance moves aim to remind us that we all share one dance floor.
Congressional representative for Hawaii Tulsi Gabbard doesn't exactly dance—she dance-fights. Just as with her approach to debates or to the war on terror, her Capoeira moves may be a bit more aggressive than some voters want.
#BREAKING: Amy Klobuchar performs ancient, centrist war-dance to stoke fear in the hearts of her more radical oppo… https://t.co/EFEoA3JXOE— MSDNC (@MSDNC) 1569102792.0
Minnesota Senator Amy Klobuchar is known for her no-nonsense pragmatism. She strives not to make any promises she can't keep, so she will appear to be the adult in the room...but her dancing tells a different story. Klobuchar dances with the energy of a happy toddler who could enter full-blown tantrum mode at any moment.
You may be surprised to find that spiritual guru Marianne Williamson is still in the race, but once you see her dance moves, you'll be surprised she isn't the front runner. She is as one with the music as she is with the vibrations of the universe.
Over the course of two hours, ten candidates employed Trump's name for applause and support a total of 35 times.
The first round of Democratic debates are underway. Ten out of the twenty candidates who qualified for the debates were chosen at random to participate in the first half of NBC's debate last night. The goal for the Democratic Party is obviously to take the Oval Office and hopefully the Senate, but for most of the candidates, last night seemed more like a bid for positions in Elizabeth Warren's cabinet. Straight from the get-go, Warren stood strong like she had nothing to prove and answered every question directed at her with poise and eloquence. Consequently, she may have won the evening. Although, a couple of lesser-known candidates also made their marks, most notably Julian Castro and Jay Inslee.
We Get it, You Speak Spanish
Beto O'Rourke, former representative for Texas, spoke in Spanish during his first response of the evening. Evidently, neither Cory Booker or Elizabeth Warren could maintain their poker faces during the surprising moment. Booker and Warren appeared humored and stunned by the skinny white guy's pandering.
Oh, y'all thought I was just making a meme?!?!?! Here it is in its glorious video form: https://t.co/rdjSi7kbbY— Jason Howerton (@Jason Howerton) 1561606757.0
To compete, Booker whipped out his Spanish, as well. Notably, the only Latinx candidate on stage, Julian Castro, did not speak in his family's native tongue until his closing comment, where he used his bilingual skills to celebrate the opportunity to represent his people.
Ok, when John Delaney, the Maryland Congressman, began speaking before the camera panned to him, did it sound to anyone else like Jimmy Kimmel was on stage? Unfortunately, Delaney is not as charismatic as the Jimmy Kimmel Live! host. He rubbed many the wrong way with his countless attempts to get a word in.
While it's crucial for the lesser-known candidates to elbow their way into the debate, Delaney came off as pathetic. At the end of the discussion about the separation of families at the border, Delaney tried to butt in a personal anecdote, disclosing, "My grandfather was actually separated from his family when he came to this country." Lester Holt rightfully moved on from the comment and switched to another pressing issue.
2020 Democratic Candidates Debate - Separated Grandfather www.youtube.com
Finally, when asked whether or not any of the candidates would choose to prosecute Trump after the Mueller Report, Delaney was indifferent. Out of all the references to Trump last night, this was the most important, because Trump could become the first president to be indicted after his term. Delaney claimed that everyday citizens don't care about Donald Trump breaking the law because it doesn't affect them. Although Delaney supports justice being served to criminals, he hypocritically proposed that Trump's indictment isn't a big enough concern to take up his time if he were president.
Yes, Women Care Too
While Washington Governor Jay Inslee had an overall good showing, his one big fumble occurred when he claimed to be the only one on stage to pass a reproductive rights act. Minnesota's Senator Klobuchar spoke for everyone when she interrupted Inslee, saying, "I just want to say there are three women up here that have fought pretty hard for a woman's right to choose, I'll start with that." The crowd gave Klobuchar resounding and deserved applause.
Recognition for the Trans Community
Early in the debate, San Antonio's finest, Julian Castro, highlighted an overlooked population that's affected by abortion restrictions: trans people. It was a standout moment for the former mayor.
Later on, Cory Booker piggybacked off Castro's sentiment. When Hawaii Representative, Tulsi Gabbard, was asked about her former dismissal of the LGBTQ community, she highlighted the work she's done for gay men and women since. Booker retorted that it's not enough:
"Look, civil rights is someplace to begin, but in the African-American civil right community, another place to focus was to stop the lynching of African-Americans. We do not talk enough about trans-Americans, especially African-American trans-Americans and the incredibly high rates of murder now."
Just like climate change is a national emergency and should be treated as such, so should the murder rates of trans people, especially POC trans people. Booker, as the only African-American candidate on stage, brought attention to historically under-represented issues.
Tulsi Gabbard Dunks on Tim Ryan
Army veteran Tusli Gabbard was the most googled candidate last night for good reason.
While she was one of the candidate who spoke the least, overall, she corrected and challenged Ohio Representative Tim Ryan when he asserted the troops should stay in Afghanistan longer to keep an eye on the Taliban.
Tusli Gabbard rips Tim Ryan over foreign policy www.youtube.com
Gabbard draws from her military experience to inform her non-interventionist position, and she memorably reminded Ryan that families want their children to finally come home, saying, "The Taliban was there long before we came in and will be there long before we leave. We cannot keep U.S. troops deployed to Afghanistan thinking that we are going to somehow squash this Taliban."
Ryan gustily clapped back, saying, "I didn't say squash them. When we weren't in there, they started flying planes into our buildings."
Gabbard corrected Ryan's outlandish error, notifying the Congressman, "The Taliban didn't attack us on 9/11. Al Qaeda did." While that should be common knowledge, Gabbard came out on top and successfully relayed her position on foreign policy, diplomacy, and war.
Castro Annihilates Beto
Besides Ryan and Delaney, Beto took the biggest L of the evening.
Throughout the night, O'Rourke failed to answer questions in an informed or committed fashion. For example, when discussion about immigration policies arose, Castro called out Beto for not supporting decriminalization of border crossing:
"Let's be very clear: The reason that they're separating these little children from their families is that they're using Section 1325 of that act, which criminalizes coming across the border, to incarcerate the parents and then separate them. Some of us on this stage have called to end that section, to terminate it. Some, like Congressman O'Rourke, have not."
Beto attempted to defend himself by explaining that he supports a complete rewrite of the bill, instead of just repealing Section 1325. He then tried to pivot by readdressing his support of asylum seekers. But asylum seekers are only a small portion of the immigrants affected (and now imprisoned) for attempting to cross the border.
Castro did not take the bait, putting an end to the exchange by suggesting, "You should do your homework on this issue."
Among the ten candidates last night, eight referenced Trump in a total of thirty-five times. Over the course of two hours, candidates employed Trump's name for applause and support of their anti-Trump Democratic position.
The two candidates who refrained from name-dropping were Bill de Blasio and Elizabeth Warren. The two remained measured and composed throughout the evening, respectfully sticking to their ideas, raising concerns, and focusing on change.
While Elizabeth Warren did not have any quippy moments, she stood out as the strongest candidate, never wavering from her beliefs, policy ideas, or promises. Her comprehensive vision for America involves restructuring broken systems that don't work for the majority of citizens.
Although Warren shined, it's possible that the absence of other frontrunners, Joe Biden and Bernie Sanders, contributed to this. Only time will tell how the three will stack up agaisnt one another, but tonight we'll see how Biden and Sanders fare among hopefuls like Kamala Harris and Pete Buttigieg.