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.
What does hope look like if our society is incapable of facing reality?
A 2020 study published in the journal Nature Climate Change shows that polar ice sheets are melting in line with "worst-case scenario" climate models.
In Antarctica and Greenland, melting ice sheets have been dumping hundreds of billions of tons of fresh water into the ocean each year, at a rate up to three times as fast as in recent decades.
This process not only raises water levels—causing dramatic increases in catastrophic storm surges—it alters the salinity, current dynamics, and acidity of the oceans in ways that have dire ecological and meteorological impacts. It is guaranteed to produce both predictable crises and unforeseen catastrophes. And nobody cares.
Why would they? We're in the midst of a global pandemic that is triggering an unprecedented economic crisis. It has caused food insecurity to affect millions more families than were already struggling, and may soon result in tens of millions of Americans losing their homes.
On top of that, California has faced another devastating wildfire season (including another "gender-reveal" gone wrong) amid a record-breaking heatwave and the now-familiar drought conditions, all while a tumultuous hurricane season in the Atlantic is producing powerful storms at a faster rate than in any year since we started keeping track.
The world—and the US in particular—has more pressing concerns than melting ice in 2020, don't we? Well, considering the fact that the "worst-case scenario" for climate change could bring about the collapse of civilization within 30 years, no we really don't.
We can't make the changes to avoid that scenario overnight. It will take years of change that will need to be done sooner, rather than later. Oh, and now scientists are advising the need for a new model of a worse worst-case scenario...
The COVID-19 pandemic has wreaked unforeseen havoc on our society, but it's really just a snapshot of the kind of devastation that climate change will inevitably bring about without the kind of transformational action that is beginning to seem impossible.
Congress can't agree to help people keep their homes during an unprecedented unemployment crisis. What chance do we have that they will stand up to lobbyists and big-business donors to restructure our economy into a sustainable model? Does it even matter how big the threat is? Does it matter that everything we're facing is only going to get worse?
Because not only will hurricanes, droughts, floods, heat waves, food shortages, wildfires, gradually get worse and worse as a result of climate change—until the crises of 2020 become a fond memory—but infectious diseases are likely to reach epidemic and pandemic levels more frequently.
With traditional food sources destroyed by weather events and the changing oceans—along with animals migrating due to deforestation—people will be exposed to more exotic animals, and non-human viruses will have more opportunity to make the leap.
With more and more heat waves reaching and exceeding body temperature for days at a time, microbes that can't currently survive inside our bodies will begin adapting into dangerous pathogens.
And with tens of millions of people being displaced by catastrophic weather events and conflicts arising from scarce resources—most of them forced into crowded conditions—infectious diseases new and old will spread more rapidly.
We will perpetually be dealing with some new epidemic. Some urgent disaster is always going to occupy our attention and energy while we continue to ignore the underlying, apocalyptic cause. And all of these problems will only make it easier for the rising strain of global fascism to demonize outsiders, and further isolate nations from the kind of international cooperation we so desperately need.
At what point are we expecting to have fewer "pressing concerns" than we have right now? In what idyllic future will we have the peace and security to start focusing on addressing the hazy, foundational threat that is likely to destabilize everything we know?
As a pandemic rages, America's two-parties continue to be incapable of cooperating to help the American people—of making the other side look good. Our aging, wealthy ruling class doesn't take threats facing younger generations and the working class seriously. And this familiar rot of a two-party stalemate is even more evident in the challenge of forming a consensus behind pragmatic, necessary action like Alexandria Ocasio Cortez's Green New Deal.
Instead of backing it, and favoring the long-term habitability of our only planet, people prefer to scoff at an imagined plan to steal their hamburgers. And corporate-owned media empires are happy to serve up the team-sports drama of it all while the end of everything we know rushes toward us. Meanwhile, the Pentagon is preparing for global societal destabilization.
The dynamics of American "democracy" under capitalism seem to be wholly incapable of saving us, and the structure of the military industrial complex will no doubt view the crises that arise from displaced people and global unrest as a series of nails to be handled by their ever-more-sophisticated hammers.
There is a famous quote of uncertain attribution that says that, within our system, "it is easier to imagine an end to the world than an end to capitalism." It's becoming increasingly easy to see that end to the world looming, while the armor protecting the forces of for-profit ecological ruination show no signs of weakening.
In astrophysics there is a concept known as the Fermi Paradox that questions why—if the conditions for producing intelligent life are not exceedingly rare—we do not see any evidence of other civilizations spread across the vastness of space.
The Fermi Paradox II — Solutions and Ideas – Where Are All The Aliens? www.youtube.com
There are various responses that may explain that observation, but among the most popular is the idea that civilizations just don't last. The forces of progress that allow creatures to develop technology like radio transmitters and spacecraft may lead inevitably to world-ending weapons or climate collapse.
Whether that's true throughout the universe, it seems increasingly to be the case for the only confirmed civilization in the Milky Way. For all our amazing advances, we remain stupid apes,—incapable of planning beyond next month, and constantly discovering new and clever ways to kill ourselves.
It's customary—in an article this dark—to end on a hopeful note. That makes sense. It's generally considered rude to actively ruin a stranger's day. But isn't it also rude to lie? Because I'm not convinced that there is any real hope for our civilization—not in the long run.
Sure, we can find some ways to delay and mitigate the damage. Pointing to 2050 as the likely end is probably overly pessimistic. If we do a surprisingly good job of adapting, legislating, and cooperating—and also get very lucky—we may have a couple good generations left.
In that case, most of the people reading this are likely to be dead of all the familiar causes before the total collapse of world order. Only our children or grandchildren—and however many generations after—will be forced to face the immense suffering of a new dark age.
That is the sad shade of fate that we should all be fighting for with desperate passion—because it's a hair shy of pure black void. Better than that, at this point, seems to be in the realm of fantasy.
We've already done so much irreversible harm. And the path we're on is so resistant to change. It would be wonderful—joyous—to be proven wrong, but the society and the way of life we know can't last. And there's no indication we'll be able to replace it in time.
Maybe our only realistic hope is to drastically lower our expectations. Short of saving the world as we know it, maybe we can keep portions of the planet habitable—maybe an enclave in the region around Colorado and another in the Mongolian steppe will hang onto less-than-hellish conditions. Maybe we need to start planning for the post-apocalypse.
With preparation, little pockets around the world could maintain a lifestyle that's worth living for some sizable remainder of humankind—even if they have to do without most of the luxuries afforded by global stability—the electronics, transportation, medicines, supply chains, entertainment, and communication we take for granted.
A return to something closer to pre-industrial conditions is likely for survivors of the collapse, but maybe—for some fraction of the population—life won't become a living hell.
And maybe, somewhere out in the universe, there is an some alien species that has managed to survive the pitfalls of progress and achieve a sustainable, equitable, idyllic life. Maybe they're watching us, waiting to see how we handle ourselves—to see if we learn our lesson from this impending apocalypse—before they swoop in and share their utopia.
If we peer far enough into distant uncertainty, it's possible to conceive of something better after the end of Western Civilization—after likely billions of deaths and immeasurable suffering.
Does that count as hope? Is that enough to spit up the black pill of despair?