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.
Billionaires' private charities help them push personal agendas on the world—when they aren't just dodging taxes.
Don't you just love stories about people giving back?
While there's a lot of greed out there, some of the richest people on Earth realize how lucky they are and decide to share the wealth.
Just look at Jeff Bezos of Amazon and his decision to donate $100 million to food banks. It's a lot more than you and I (and several large families put together) will ever give to charity… Because it's more than we'll earn in our entire lifetimes.
It's more than you could fit in the trunk of your car in stacks of $100 bills! If you put it all in a basic savings account, you and me and those several families could all easily live off the interest alone!
Actually, when you think about it like that, it's kind of more money than any one person could ever need or even spend on anything normal...
Sure, if you want to travel the world in a luxury blimp, eating meals out of the skulls of dead celebrities, you could spend it all pretty easily. But if you're just trying to have a happy, comfortable life, $100 million isn't much better than an $80,000 salary.
Fixing the World's Problems
So why doesn't any of these mega-billionaires like Jeff Bezos, Michael Bloomberg, Elon Musk, or any one of the Walmart Waltons just give away their riches and go down in history as the person who ended world hunger? At an estimated cost of $20 billion a year, each of them could afford to end homelessness in America for between two and eight years.
They could even keep a few car trunks stuffed with hundreds so they could continue living like kings and hunting olympic athletes for sport. And imagine how much all those people could improve their lives if they had stable places to live and sleep.
It must not be that simple... Because if private greed was the only thing standing in the way of transformational change, governments could have collected all that wealth with some steep taxes and made the world a better place. There has to be some reasonable explanation for why these people don't just give it all away…
In this series we are looking at a number of prominent myths around philanthropy, including the notions that billionaires' "wealth" is substantially different than money, and that they are important patrons of the arts.
Previously we debunked the ideas that charity is better than "government handouts" and that it's even possible for billionaires to be generous, but today we'll look at the question of whether their private charitable foundations are powerful forces for good.
Myth: Those foundations do a lot of good though
The Myth: They might not be as good as well-funded government programs, but in the absence of the political will to raise taxes and establish those kinds of programs, the private charitable foundations of billionaires do a lot of good and are a great option for helping people in need.
Why It's Wrong: There's no doubt that some of those foundations have truly helped people in significant, life-changing ways. But, generally speaking, the stated charitable missions of these organizations are secondary to their function as tax havens.
Adam Ruins Everything - Why Billionaire Philanthropy is Not So Selfless | truTVwww.youtube.com
In the past these organizations were a useful way for anyone lucky enough to be leaving assets in excess of ~$600,000 to their loved ones to avoid the estate tax. These days the estate tax has been gutted to the benefit of no one who has ever earned anything, and the amount has been pushed above $11,000,000. But there are plenty of people who still want that loophole or enjoy the prestige that private charitable foundations provide them.
Often private LLCs directly controlled by the billionaire funders, these foundations allow for income not only to evade income tax, while earning the donor a tax deduction on top of that. Of course in order to qualify for these benefits, the organization must meet the requirements of a non-profit, but the standards aren't exactly strict.
What Billionaires Want
Not only can the organization focus only on the issues that matter most to a person with ungodly amounts of money (a cure for all the papercuts they get from flipping through their stacks?), they only need to spend 5% of their investment assets annually. And they could choose to spend that amount on administrative costs and salary for the friends/lackeys they've chosen to run them.
You basically have to be as blatantly self-serving and corrupt as Donald Trump—spending other people's money to buy a portrait of himself—to come under any real scrutiny, and even then it's only if you're running for president...
On top of that, these foundations are free to grow their assets through investments—even in for-profit industries that work in diametric opposition to the foundations' stated goals. Consider the fact that—until Bill Gates was publicly shamed into divesting—the Bill and Melinda Gates Foundation was heavily invested in fossil fuel companies.
Apart from their horrifying impact on climate change, these companies are among the worst offenders on Earth in terms of polluting fresh water resources. If only there was a charitable foundation that was focused on preserving and cleaning water supplies in developing countries. Like, for instance, the WASH program…of the Bill and Melinda Gates Foundation.
Worse still, many so-called charitable donations end up going to think tanks, university branches, and political advocacy groups that fund and promote research and policy initiatives that support the interests of the wealthy.
The effect is to amplify ideas that ultra-wealthy already believe and what they want to be true. If you were a researcher who had reason to believe that increasing the top marginal tax rate to 90% could solve all of our nation's most pressing problems, you would struggle to get your research funded. But if you managed to complete it and get it published, there would immediately be 10 well funded studies seeking to disprove it.
The Bill Gates Approach to "Fixing" Education
Look again at the Bill and Melinda Gates Foundation. Not only does it give a lot of money to so-called good causes that primarily serve the wealthy, but even when the foundation is focused on trying to do actual good they often end up hurting more than they help.
Among its primary focuses has been revamping America's public school systems, which has involved billions of dollars being spent on various initiatives to change the way teachers are trained, the way children are taught, and the way schools themselves are organized—all with an emphasis on data collection and standardized testing.
Among the complaints against how the Foundation operates is the fact that its model of reform and success involves little input from educators and that Bill Gates himself essentially steers the ship with little resistance from within the organization. And the results have been...less than stellar.
Obviously the goal of improving the education system for everyone is admirable, but the allure of Gates' money and his supposed genius has tempted state and local governments to match his initiatives with a lot of money of their own.
And time after time those initiatives have been abandoned as soon as they don't yield the results Gates was looking for—leaving schools and municipalities on the hook for cleaning up the mess without that financial backing.
From Common Core to smaller schools to creepy data mining, Gates' ideas have faltered or crumbled when they meet with the real world, and they've ended up costing the communities they "serve" a lot more than they've ever cost him. At this point you could argue that the biggest accomplishment the foundation has achieved is rehabilitating Bill Gates' predatory reputation.
But he is way too rich to be ashamed of his failures. So Bill Gates just keeps going and pushes his narrow-minded views on education even harder. These days he's helping New York Governor Andrew Cuomo with the idea that we don't even need classrooms…
Stricter Standards for "Charity"
So while claims that Bill Gates is using vaccines to spread the mark of the beast and practice eugenics are a bit wild, the work of these private charities definitely deserve more scrutiny.
Basically, even when these private foundations aren't glorified tax shelters, they're still awful. As well-intentioned as some billionaires might be, they are too powerful, too used to getting their way, and too detached from real life to actually be much use in helping people.
In other words, we need to make the standards for these foundations far stricter—to make sure they're doing some actual good in exchange for their tax evasion—and once we've done that, we need to tax the hell out of all the billionaires' money so they remember what it's like to be human.
And if you're thinking that we can't do that—because all that wealth is tied up in investments—we'll have to cover that myth in the next installment.
If they were actually generous, they wouldn't be billionaires.
Don't you love to see a story about someone giving back?
Not every wealthy person is a miser. Some of the richest people on Earth recognize how lucky they are and choose to share the wealth.
Just look at Amazon's Jeffy B.—or Jeff Bezos, as his friend's call him—who recently donated $100 million to food banks to help America get through the coronavirus. Wowie! So much money, and he's just giving it away!
It's a lot more than you and I and several large families put together will ever give to charity, because it's more than we are likely to earn in our entire lifetimes! It's more money than you could fit in the trunk of your car in stacks of $100 bills!
If you had that much money in a basic savings account, you and me and those several families could easily live off the interest alone! Actually, it's kind of more money than any one person could ever need or even spend on anything normal.
Sure, if you want to travel the world on a yacht, eating meals off the shaved heads of a series of world leaders, you could spend it all pretty easily. But if you just want to have a happy, comfortable life, $100 million isn't much better than an $80,000 salary.
So why don't people like Bill Gates, Jeffy B., Warren Buffett, Michael Bloomberg, Elon Musk, Charles Koch, or any of the Walmart Waltons just give away their riches and go down in history as the person who ended world hunger? At an estimated cost of $30 billion a year, each of them could feed the world's hungry for between one and five years. Or they could end homelessness in America for between two and eight years.
They could even keep a few hundred million so they could continue hunting supermodels for sport. And imagine how much those millions of people could improve their lives if they weren't constantly struggling to feed themselves or find a place to sleep.
It must not be that simple... Because if private greed was the only thing holding back transformational change, governments could have snatched up all that wealth with some steep taxes and made the world a better place. There has to be some reasonable explanation for why these people don't just give it all away…
In this series we will look at a number of prominent myths around philanthropy, including the notions that billionaires' "wealth" is substantially different than money, that their private foundations do a lot of good, and that they are patrons of the arts.
Previously we debunked the idea that charity is better than "government handouts," but today we'll look at the question of whether it's even possible for a billionaire to be generous.
The billionaires must know something we don't about these issues, because they're clearly smart, and would solve them if it was that easy. Just look at how much they give away! They aren't being stingy!
Why It's Wrong:
They absolutely are being stingy.
Let's look back at that $100 million donation from Jeff Bezos. At an estimated net worth of $165 billion—even after his mega-billion-dollar divorce—that "generous" sum constitutes about 0.06% of his wealth. To put that in perspective, if you had a $15,000 car, another $1,500 sitting in a bank account, and you had zero debt (lucky you), this would be the equivalent of giving $10 to charity.
Why didn't CNN cover your swear jar donation?
It's nice and all, but it's hardly worthy of a flock of journalists rushing to tell the world about your incredible selflessness. And actually, it's much worse than that—because if you lost 99% of what you had, you'd be flat broke. If Jeff Bezos did the same, he'd still have more money than the 10 richest a**holes you've ever met.
Likewise, Bill Gates, Warren Buffett, and other "good" billionaires who have pledged to give away half of their wealth somehow still seem to get richer every year. They give away a tidy sum here and there to earn some fawning PR, all while their investments in companies that underpay their workers and destroy the environment earn them way more money than they hand out.
Everyone knows that large sums of money in a stable economic environment can easily be grown—as Uncle Phil put it on Fresh Prince, "my money makes money." But when your inordinate stacks make you further stacks on stacks on stacks, giving money away in dribs and drabs like this is entirely meaningless.
It may help some people, but it doesn't cost you anything you will even notice. It's like having a hole in your pocket that occasionally drops a few dimes on the street. Whoever is on the receiving end might appreciate those dimes, but you will literally never notice they're gone.
To see through the myth of billionaire generosity, you just need to look at how they reacted when they were worried that their vast fortunes might actually become appreciably less vast.
Last fall, when Elizabeth Warren looked like a contender for the Democratic nomination for president, she boosted her proposed tax on wealth over a billion dollars from 3% to 6%, and that was a bridge too far for Bill Gates who said, "I'm all for super-progressive tax systems," he said:
"I've paid over $10 bilion in taxes. I've paid more than anyone in taxes. If I had to pay $20 billion, it's fine. But when you say I should pay $100 billion, then I'm starting to do a little math about what I have left over … you really want the incentive system to be there and you can go a long ways without threatening that."
Elizabeth Warren tweets an open invitation to Bill Gates to discuss her wealth taxwww.youtube.com
To clarify Warren's plan, wealth between $50 million and $1 billion would only be taxed at a 2% rate—barely touching that first billion dollars. At the time, Bill Gates was worth $106 billion. He's gotten richer since then (because that's what billionaires do...even in 2020) and is now estimated to have just shy of $110 billion. If he'd been taxed at Warren's proposed rate, he'd now be down to about $103 billion (poor guy).
Considering the stock market grows an average of around 7% each year, he could pay that 6% tax and still rake in about $1 billion each year with some basic investments. That's enough money to buy about 4400 average American homes...each year...without spending any of your original investment...
If all these numbers are starting to hurt your head, that's because you don't have the brain disease that billionaires suffer from. It's how they got to where they are. All they think about is their money—how they can use it, and how they can make more of it.
Even the ones who support slight increases in their taxes just want to quell the masses and obscure the fact that they are all ripping us off. It's the same motivation that leads them to give away some money here and there—it makes them look like good guys, and it soothes their neglected, battered consciences.
The less cautious among them aren't even interested in going that far. Michael Bloomberg spent over $1 billion not on charity but on trying to buy the Democratic nomination because if Sanders or Warren had gotten elected it would have cost him several billion dollars each year. What's the cost of his public humiliation on a national stage compared to that.
The Ultra-Wealthy Rule Over Us
These people aren't satisfied simply with having more money than anyone could reasonably spend in a hundred lifetimes. They always want more, because more money is more power; power to sway politics to their singular will, manipulate the media, and to be the absolute arbiter of which causes are "worthy," and which will continue to be underfunded and ignored.
That "incentive system" that Gates mentioned has nothing to do with quality of life at the billionaire level. Working hard to earn more money doesn't change how these people eat, where they live, how their children are educated, how often they go to the doctor…
If we taxed wealth over $1 billion at 100%—just took it all away—food banks could just have that $100 million on hand without waiting for a billionaire to be in a good mood, and Jeff Bezos' actual quality of life would be unchanged. He'd still have his last billion dollars to spend on daily baths in endangered animal parts. Yet he clings to his insane level of wealth because it allows him to be an oligarch, and to be worshipped for his generosity (without ever losing a cent).
"Generosity" for billionaires has nothing to do with how much they want to help. It's based entirely on how much they want to be praised.
I’m moving $1B of my Square equity (~28% of my wealth) to #startsmall LLC to fund global COVID-19 relief. After we… https://t.co/TtdU7W4SWk— jack (@jack) 1586289859.0
There are possible exceptions of course. Twitter CEO Jack Dorsey recently "donated" $1 billion to COVID-19 relief—which is almost 28% of his net worth. So if he does that a couple more times he won't even be a billionaire anymore… except that he "donated" that money to Start Small Fund—his private, "donor-advised" LLC that doesn't have to disclose its financials.
Surely though, this sort of private "charitable" foundations must do a lot of good for the world, right? We'll take a look at that myth in our third installment.
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.
Widespread rent strikes may be the best way to help struggling families in an unprecedented crisis
Yesterday the rent was due for millions of Americans for the first time since they were put under quarantine.
We are being told to remain indoors as much as possible and to maintain a safe distance from other people. For some of us, that means working from home. For millions of others, it means they can't work at all. On top of that, the quarantine is causing steep drops in revenue for most sectors of the economy, which means that even a lot of people who can work remotely are being laid off and losing their employer-provided health insurance amid a deadly pandemic. The result is that, for millions of people, paying the rent would require foregoing food or other basic necessities. For others, paying the rent isn't even on the table.
In just the last week, 6.6 million Americans applied for unemployment insurance. That doubled the new record set the week before, making for a total of 10 million newly unemployed Americans in a span of two weeks—and that doesn't even include employees whose hours have been drastically cut or workers removed from the so-called gig economy.
Fortunately, there are some understanding landlords who are offering massively reduced or eliminated rent payments. Others, sadly, are issuing statements threatening tenants with eviction if they don't pay, or insisting that any payments that are deferred will have to be paid in full when the crisis is resolved—despite the obvious fact that the economy is never going to provide back-wages for people who are newly out of work.
My landlord said he sympathized with my roommates and I losing our jobs. He then suggested we move out now since we… https://t.co/esQNvjiZb5— gabi (@gabi) 1585271520.0
Meanwhile, the government payments that are supposed to help people through these difficult times are being given out based on 2018 tax returns—so if you made a lot of money that year but are flat broke now, you're out of luck. Worse still, if you aren't already signed up to receive direct deposits from the IRS, your check could take up to four months to arrive. Coupled with a broad lack of necessary protections from eviction and foreclosure, the whole situation is looking grim.
With all this going on, a lot of people are not going to be able to pay their rent. The idea that all those people should face eviction or be buried in debt as a result is absurd—who would move into all those empty apartments at a time like this, anyway? While landlords may want to believe that they can be insulated from the economic effects of quarantine, that's just not how this is going to work.
Obviously, many landlords have mortgages that need to be paid—the fact that a mortgage freeze has not already been implemented throughout the country is shameful. But in the case of rental properties, that kind of relief is not nearly as urgent as the need for all housed people to keep their homes—and for adequate housing to be provided to the homeless. Landlords must be made to see that they have a duty to relieve some of the burden on their tenants. Even those of us who are able to pay rent: Should we?
So the company we pay our rent to sent out a very condescending mass email to all tenants about paying rent and for… https://t.co/5UY367ZXZ9— Nai (@Nai) 1585711758.0
Each situation is unique. Are you renting a few rooms in a nice old couple's house and still getting your usual paycheck? If so, you should probably give them rent. But if you are living in a large apartment complex and receiving threatening mass-emails from the management company, then you should talk to your fellow tenants and—even if you're able to pay—consider participating in a rent strike. Likewise, if you are struggling to make payments and feel like you're alone, reach out to your fellow tenants. Find out if they're struggling too, or if they're willing to stand with you.
You may feel it's too late to start this approach, but April 1st was just the beginning. In situations where one person has power over a large group of people—as in employee-employer and tenant-landlord relationships—collective action is necessary to correct that imbalance. Any individual tenant could easily be intimidated by a hard-nosed landlord or a large management company, but if all the tenants are able to communicate—either over the phone, through email, or in person from a safe distance—and coordinate their action, they have the power to negotiate terms. Organizations like the Los Angeles Tenants Union, with the "Food Not Rent" campaign, are helping in that effort, but as individuals we also need to step up.
Landlords, as well as the banks that collect their mortgage payments, must all be made aware that they can't bully working people into giving up more than they can afford right now. This is not business as usual. This is a crisis. Solidarity among renters, workers, and everyone at the bottom of the food chain will be necessary if the people with the power in this country are going to be prevented from pushing all the negative consequences downstream. If that means rent strikes, sick outs, appropriation of empty houses for the homeless, then that's what we'll have to do.
As much as we are isolated in this quarantine, we have to find ways to come together and support one another if we're going to get through this.