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.
No Good Billionaires–Myth 1: Charity Is Better Than Government Handouts
Charitable donations can not replace government programs.
Isn't it refreshing to see a story about someone giving back?
Not every wealthy person is Ebenezer Scrooge, clutching every penny for himself. Some of the wealthiest people on Earth also realize how fortunate they are to have been so blessed, so they share the wealth. When they open their pocketbooks, they aren't stingy.
Just look at Jeff Bezos, who recently announced he was donating $100 million to food banks to help America get through the coronavirus. Wow! That's so much money, and he's just giving it away! It's way more than you or I or several families put together are likely to earn in our entire lifetimes! It's more money than you could fit in your fridge in stacks of $100 bills—unless you're Nancy Pelosi.
If you had that much money in a bank account with just 1% interest compounding annually, you and me and those several families could easily live off that interest without ever touching the principal! Forever! Come to think of it, it's kind of more money than any one person could ever need or even spend on anything reasonable.
Sure, if you want your own private jet to shuttle you around the world eating dinner off the naked bodies of a series of celebrities, you could spend that much pretty easily, but if you just want to have a good, satisfying life, $100 million in the banks isn't much better than an $80,000 salary—depending on factors like your debt burden and the cost of living where you live.
So why don't any one of these mega-billionaires like Mark Zuckerberg, Bill Gates, Elon Musk, and Michael Bloomberg—if they really are as generous as they seem—just give away their riches and secure a place in history as the person who personally ended world hunger or homelessness in America? They could even keep a few hundred million to continue living like kings (or at least like Warren Buffett).
Surely it must not be that simple? Because if this was just a matter of private greed preventing that kind of transformational change, governments would surely have used their ability to levy taxes for the public good to seize that fallow wealth and make the world a better place. There has to be some reasonable explanation for why they don't just give it all away. Surely...
In this series we'll look at myths around philanthropy, including the notions that it's possible for billionaires to be generous, that their "wealth" is substantially different than money, that their private foundations do a lot of good, and that they are patrons of the arts.
But to start things off, let's look at one of the simplest explanations for this disconnect.
Myth: Charity Is Actually Better Than Taxation
What you'll hear
Government intervention is a blunt instrument, and charity is a scalpel.
The government is okay at helping people, but charity is really the way to go. Private individuals aren't hampered by government bureaucracy and can respond more efficiently and directly to needs as they occur. Over time we should try to shift toward a more voluntary charity-based model of social assistance, rather than relying on big government.
Why It's wrong
Actually the opposite is true.
During economic downturns, when the need is greatest, government assistance like unemployment, food stamps, and welfare kick in automatically to help those in need. They're called automatic stabilizers, and they help to mitigate the impact of these crises and make it easier to shift toward recovery.
Automatic stabilizers | National income and price determination | AP Macroeconomics | Khan Academywww.youtube.com
Meanwhile the wealthy are often anxiously tending to their own floundering finances or businesses amid the tumult and aren't as likely to open their checkbooks for charity. What this means is that charitable giving actually declines when people need it the most.
On top of that, as bad as politicians often are at being responsive to the needs of their constituents, at least they have constituents. By contrast, there's nothing to stop the wealthy from holing up in their gated compounds, beholden to no one and only responsive to the needs of the rarefied elites they know—donating to foundations developing a cure for gout or gene therapy to treat Habsburg Jaw.
To the extent that they are aware of the plight of others, it's often connected to their religious affiliation, which is why religious charities—that often spend money on churches and missionary work and who proselytize to the needy—are among the largest charities in the US.
If you don't mind someone else's idea of God determining which causes are important and who gets helped, then charity is a great way to go. For the rest of us, higher taxes on the wealthy—and reducing the amount they can dodge those taxes through, say "charity"—would be better.
In this sense, a blunt instrument is often exactly what we need—just a flood of money going to everyone who might realistically need it. And while government bureaucracy is annoying and should be cut where possible—particular when it comes to overzealous means testing—the fact that the federal government deals with such massive sums of money actually makes it possible to consolidate administrative overhead.
All this means that the government can actually use its resources for the public good far more efficiently than a bunch of disparate charitable foundations. In other words: Taxation and government handouts are (generally) much better than charity.
Charity: how effective is giving? | The Economistwww.youtube.com
While charitable donations have the added value of making rich people feel good and earning them some good PR, they aren't actually better for the world—or even nearly as good—as a robust social safety net. That means we should really limit the amount of taxes that can be written off through charitable donations.
Of course, without that tax incentive a lot of charities might receive substantially less in donations from the ultra-wealthy. But in that case we would have to ask: Are Billionaires really that generous? Check out our next installment to find out.
- Charities You Can Donate to During COVID-19 - Liberty Project ›
- The Most Overlooked Tax Deductions - PayPath ›
- No Good Billionaires—Myth 2: But They're So Generous! - PayPath ›
- How Much Money Do US Politicians Make? - PayPath ›