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.
Four Legislative Priorities Democrats Should Push
Democrats have control of the House for the first time in eight years. Now, they have a mandate to push for a bold agenda on infrastructure, healthcare, immigration, and voting rights.
After months of warnings, the "Blue Wave" finally came to shore. Democrats took back control of the House, gaining 32 seats, a number that could increase to 38 or 39, depending on the results of the uncalled races. With the party back in charge of the lower chamber, much of the discussion around what their priorities should be has revolved around investigating the president and his myriad offinancial and political scandals. House Democrats have a clear mandate to fulfill their constitutional duty to provideoversight of the White House, but Democrats also have a mandate to address a number of major legislative issues. Though it's unlikely Democrats that will get any of these priorities pushed before the president and a Republican Senate, it's crucial that they signal to their voters what they want to done should they win the presidency and the Senate in the future.
As a candidate and in the beginning of his presidency, Donald Trump promised to tackle the nation's crumbling infrastructure. That, of course, has gone nowhere and every "Infrastructure Week" ended in some scandal, quickly becoming anongoing joke. But thestate of America's infrastructure is nothing to joke about. Infrastructure spending has long been a Democratic Party priority before Trump attempted to co-opt it. Democrats should push that issue once again, proposing a bold infrastructure plan to repair crumbling roads and bridges, modernize public transportation systems, expand access to high-speed, fiber-optic Internet, and invest in green energy projects like wind, solar, and hydroelectric power.
Such an infrastructure plan would signal the party's commitment to investing in neglected communities and funding renewable energy projects such as a broader plan to combat climate change—not to mention open the door to the manyeconomic benefits of infrastructure spending. It would also establish a clear contrast with Trump's previous infrastructure plan that's been criticized as agiveaway to private contractors. The president has said he is willing to work with Democrats, so why not press him to keep his word? Democrats would be wise to pressure the president and his Republican supporters to prioritize infrastructure, or face political consequences.
No other issue played a bigger role in the Democrats' midterm success than healthcare. Their electoral message on healthcare was simple: Protect people with pre-existing conditions, expand coverage and stop proposed cuts to Medicare and Medicaid. Now they must deliver on these promises. House Democrats can immediately pass legislation to protect coverage for people with pre-existing conditions, pressuring Trump and other Republicans who have vowed to do the same to keep their word. With a full repeal of the Affordable Care act now temporarily off the table, Democrats should push to expand coverage and address the limitations of the ACA. These can range from introducing incremental policies that get support from more moderate Democrats, like legislation tostabilize insurance markets, to bolder policies that attract the progressive wing of the party, like allowing Medicare more power tonegotiate drug prices and proposing aMedicare buy-in for 55 to 64-year-olds.
While the long-term goal for the party should be to push for a Medicare for All system, these are positive steps toward a goal that still has a lot of opposition from within the party. Finally, any budget proposed by House Democrats should reverse any funding cuts to Medicare and Medicaid. Democrats have an ideal opportunity to push for a positive vision on healthcare and continue to have the upper hand on the issue heading into 2020.
Bitter political battles over immigration, especially over funding for the border wall and the fate of DACA, will be a prominent feature of politics the next two years. Democrats are right to be alarmed over the administration's immigration policies like family separation and ending DACA, but now it's crucial they advocate for an immigration agenda in contrast to the Republican agenda. With the fate of DACA likely in thehands of the Supreme Court, Democrats must push for a long-term legislative solution. The most stable solution is the passage of the Dream Act. It would also be politically beneficial for the Democrats to bring it to the floor cleanly, without a compromise on funding for the wall. Furthermore, Democrats should schedule hearings about the family separation policy and Trump's pre-election decision to bring troops to the southern border in response to the migrant caravan. Democratic voters havebecome more liberal on immigration, and it's important the party signal to its base that they are willing to find solutions on the issue without compromising its core values.
Much of the post-election analysis has focused on the effects of voter suppression, notably in Georgia, North Dakota, and Florida. These voter suppression efforts have only increased since theSupreme Court struck down the section of the Voting Rights Act, which required states with a history of racial discrimination to get permission from the Department of Justice when enacting any changes in voting laws. In response, states around the country immediately passed strict voter ID laws. Fortunately, the Supreme Court decision left the door open for future legislative action. House Democrats can immediately take action andstrengthen the Voting Rights Act. They would also be wise to propose legislation to make Election Day a federal holiday, or move Election Day to a Sunday, as it is in most places around the world. While Republicans are busy spreadingconspiracy theories about voter fraud, Democrats should take the opposite path and make it clear they will fight continuing discrimination in voting. For strategic and moral purposes, the party has an obligation to extend democracy in every way when voting rights are under tremendous pressure.
Dan is a writer, thinker and occasional optimist in this random, chaotic world. You can follow him on Twitter @danescalona77.