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.
And how do we apply the principle of "the temporary" not only to science but to our daily lives?
On a daily basis, we hear that we should "follow the science" with regard to COVID-19. What does that mean in the context of COVID, exactly? Moreover, based on humanity's lived experience of "following the science" what does that mean in general?
By definition, "science" consists of establishing and testing falsifiable hypotheses. Once tested, a hypothesis becomes established as fact until some new element of the testing environment finds it wanting in some respect.
As a result, scientists - or, more likely, a lonely iconoclastic scientist - test a new hypothesis that refines, or even explodes, the previous hypothesis resulting in a new hypothesis. That new hypothesis becomes the latest established fact and subsequent generations marvel at their benighted ancestors who accepted the previous hypothesis.
In other words, "following the science" means accepting the temporary positions of constantly evolving human knowledge. Such knowledge has been historically disproven when more refined measurement, better information, or a genius insight comes along. Given the shortening interval required to double the total sum of human knowledge, these positions become ever more temporary.
In terms of the development of geocentric astronomy, consider the millennium that passed from the ancients to Ptolemy. A mere 500 years passed before Copernicus revolutionized the field with heliocentrism. Only 200 years elapsed before Newton elucidated the laws of motion and gravitation.
True, it was the same 200-year interval that lapsed before Einstein's quantum leap to his theory of relativity. But less than 30 years later Fr. Lemaitre posited the Big Bang theory. Since then our knowledge of physics has evolved at such a dizzying pace that every few years there are groundbreaking discoveries that change our conception (or at least scientists' conceptions) of the universe.
Here's the point: when we "follow the science" we are correct for increasingly short intervals of time. This is because we are continually learning that fundamental elements of our understanding are wrong, or woefully incomplete.
Systems we use to describe the world have gaping holes that render a system such as geo-centrism obsolete with the introduction of heliocentrism. It was inevitable that heliocentrism would be usurped by the concept of an infinite ever-expanding universe - revealing our previous understanding to be at a preschool level compared to a doctoral program.
Following the science has long been the refuge of totalitarians. How did White Supremacists in the antebellum South justify their critical race theory? With science - carefully reasoned studies and tracts that they claimed to demonstrate the genetic inferiority of Blacks.
How did the Nazi party justify its version of critical race theory? With science - carefully controlled experiments on supposed genetic deficient populations carried out by the likes of Mengele.
How did the 20th-century Marxists justify wiping out millions in the Ukraine, the Cultural Revolution, or the Killing Fields - just to name a few? With science - as they touted the revealed truth of Social Science that requires the inevitability of class struggle.
Even the Catholic Church - a supposed "enemy of science" - actually suppressed Galileo in the name of science. The real charge against him was not disagreement with his theories, but that he presented the theories as fact in the face of established science at the time.
Pick your bugaboo authoritarian regime at random and you'll find that each and every one bases its authority on "science".
So, let's bring this back to COVID.
The very same authorities have told us to "follow the science" all along. Not surprisingly, that science is constantly changing. COVID seemed nothing more than a nuisance until it turned into an existential threat to humanity that required shutting down our economy.
That shutdown was supposed to be two weeks so that we could flatten the curve. But then it turned into the oxymoron of eradicating an unstoppable, communicable virus.
Wearing masks was unnecessary until it turned out to be necessary. The virus wasn't transmitted person-to-person until we realized it was transmitted person-to-person.
The Swedish approach to minimizing economic lockdown was a grossly negligent mistake that put lives at risk. But then we realized that lockdowns themselves caused more human harm and suffering than the actual virus. This goes on and on, with breathless anxiety-inducing instructions as to what we should do as responsible citizens.
If we give this a charitable reading, we can assume people are acting in good faith who realize that their "science" changes rapidly as human knowledge of COVID expands. If true, then we should take their revealed science with a healthy dose of salt and wait for it to change in short order.
If we give it a less than charitable reading, then we can assume that this is an agenda propagated by authoritarians seeking power. In an election year during which so much power is at stake, this notion isn't at all far-fetched.
As for me, I go back to simple scientific discussions about diet. During my lifetime I've seen amusing swings in scientific opinion in this regard.
Are eggs good or bad for you? Sometimes eggs have been viewed as a death sentence by cholesterol consumption - guaranteed to give you a heart attack. At other times, eggs have been touted as an essential part of your diet that promotes brain health.
Is red meat good or bad for you? Sometimes red meat lurks as a killer. At other times red meat leads the way to weight loss and energy.
As it happens, I like both eggs and red meat. Indeed, I find myself to be more energetic, happier, and more productive when I include both in my diet. Others may disagree based on a different lived experience. Fine by me, but I suspect a scientist won't convince either one of us one way or the other. After all, we have our actual experience.
So, when people tell you to "follow the science" my recommendation would be to study this rapidly changing and evolving body of knowledge and get to understand what science actually means.
Further, I'd suggest that you question the agenda of anyone who presents "science" as a settled matter that only supports their own conclusions.
Finally, I'd suggest that the practicality of your own lived experience counts for much more than esoteric theory. After all, whether explained by Ptolemy, Copernicus, Newton, or Einstein, we find our feet firmly on the ground.
Margaret Caliente is a professional athlete turned internet entrepreneur and Manhattan-based journalist.
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