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.
We need more Black films that aren't about pain
Sometime in the middle of June, seemingly overnight, bookmarks and highlights with titles like "Sharing Black stories" and "Celebrating Black Voices" emerged on streaming platforms.
While such branding efforts are usually reserved for Black History Month, these categories appeared as a response to the Black Lives Matter protests, which rippled through the industry in demands for more representation and recognition of Black people.
Streaming platforms responded by acquiring more Black content to feature prominently on their homepages, emphasizing their commitment to sharing and amplifying what they categorize as "Black Voices."
This seems like a good thing, a sign of progress. However, scrolling through the Black categories revealed more about Hollywood's gaze than about Black people — most of the showcased films could be separated into two categories: movies about slavery and movies about Civil Rights.
From Harriet and 12 Years a Slave to Selma or any other Martin Luther King biopic, most of the critically acclaimed films about "Blackness" seem to sensationalize Black suffering in order to offer a false sense of resolution and closure — as if racism began in slavery and ended with the March on Washington.
This false representation of Blackness in Hollywood perpetuates the idea that racism is a Black issue for Black people to deal with. It shows the horrors of slavery and Jim Crow eras as experiences of Black suffering, rather than white violence and complicity — all while cementing them in the past, where they can be ignored rather than confronted.
All this is at odds with the recent pushes for Americans to acknowledge how they are implicated in the country's deep-seated racist history.
Though film has the potential to excavate deep emotional truths about the current lives of Black folks, or imagine multiplicitous and dynamic futures, Hollywood is too obsessed with cataloguing Black trauma to realize that potential.
For film to truly be a resource for antiracism and an artform where everyone is represented, the powers that be in the academy need to reach beyond historical narratives and stereotypical caricatures and instead give their money and energy to new stories.
Voyeurism of Black Trauma
Sometimes I think there shouldn't have been any film about slavery after Roots.
The six-part, nine-hour mini series, based on Alex Haley's giant novel of the same name, premiered in 1977 and catalogued the cruelty endured by one slave, Kunta-Kinte, who refused to give up his name.
Though the story is iconic and a canonized part of the lexicon (often referenced in Black art and popular culture like multiple Kendrick Lamar songs), what is most famous about the movie adaptation are the scenes of violence — the whipping, the blood, the lacerations left on the skin.
In most film representations of enslaved people, there is a focus on the violence and cruelty experienced — from physical to sexual assault. While it is important to remember the intensity of the cruelty suffered under slavery, the Hollywood gaze often sensationalizes this violence, using it as plot or character development or to establish tropes. This creates a voyeuristic dynamic which is more objectifying than empowering.
Too often, this violence serves as a catalyst for some self-determined act of escape. Capitalizing on their anger, the enslaved person finally finds the strength to run away and free themselves. Not only is this narrative incredibly reductive of the psychological horrors of captivity (insinuating a kind of Kanye West-like philosophy), but it draws on actual pain and trauma in service of a contrived redemption story.
There is no worse offender than Quentin Tarantino's Django Unchained — a film which I firmly believe Tarantino wrote and directed just to cast himself vicariously saying the N-word even more times than he did in Pulp Fiction. A classic Tarantino revenge fantasy, the fact of slavery becomes the background and backstory to Tarantino's spectacle of blood, gore, and farce.
But there is no healing in this, no real redemption found in the execution of single characters without the confrontation of the institution. And yet, it's categorized as a "Black story" … not likely.
The Reign of Black Caricature
Most of the movies which fall outside of the slavery and civil rights categories still leave much to be desired: from biopics on famous athletes and musicians to outrageous slapstick comedies (like, White Chicks … really?), the leading roles Black people can play rest in pretty defined tropes.
For a while, in the late '80s to early-2000s, there was a high demand for Black, male comedians — largely attributed to the success of Eddie Murphy on SNL from 1980-1984, which paved the way for Chris Rock, the Wayans Brothers, and Keenan and Kel, amongst others.
However, while white male comedians could exist in a range of styles and did not all follow the same formula, the same was not true for Black comedians. When it comes to Black actors, often what works once is all that networks will invest in — so everybody had to be Eddie Murphy.
What ensued was a generation of comedy movies built on over-the-top caricatures of Blackness which now find themselves in these "Black Voices" categories; meanwhile, the creative vision behind the reductive characters are likely the work of white Hollywood executives, pumping out repetitive content they knew would sell.
The New Age: Prison Movies
The recent attention to the atrocity of the prison industrial complex, especially after the success of the book The New Jim Crow and Ava DuVernay's documentary 13th, has spawned a new genre of Black trauma film: wrongful incarceration films.
In the last few years alone, there have been multiple adaptations of true-story accounts of Black men who were wrongfully imprisoned, then fought to prove their innocence.
From Just Mercy, starring Michael B. Jordan as Bryan Stevenson, the prominent lawyer and prison activist at the Equal Justice Initiative, to Brian Banks about the story of the former football player who was freed by the Innocence Project, these accounts are powerful, but they feel reiterative of the same tropes: Black man who finds his freedom through self-determination.
They also hinge too heavily on carceral tropes of guilty-versus-innocent instead of interrogating the project of prisons at large. Hollywood, in this way, likes to claim the label of righteousness and activism, while not really moving towards radical change.
Academy Award winner, Moonlight, ushered in a new era in avant garde Black cinema
A Black Renaissance
The past few years, however, have been a sort of renaissance of Black storytelling in Hollywood.
The rise of Black-run production agencies like Lena Waithe's Hillman Grad Productions and Issa Rae's Hoorae Production Company has shown what a difference it makes when Black creatives are empowered both in front of and behind the camera.
With more Black people behind the camera, Black artists with unique viewpoints and more nuanced stories are now more likely to work with executives who understand them, and know how to support them.
In the past few years, the fruits of this renaissance have made big moves in the box office and at award shows. Films like Barry Jenkins's Moonlight and Jordan Peele's Get Out have become cultural staples, and major blockbusters like Black Panther have shown the buying power of Black audiences.
No more do Black stories have to fall into restrictive categories. No more are Denzel Washington and Will Smith the only ones who get cast in challenging, complex roles. New Black movies are more exploratory and expansive than ever — whether it's Beyonce's afrofuturist take on the Lion King in Black Is King or the upcoming intimacy of Malcom & Marie.
For true representation, Black movies cannot depend on the same canned narratives any longer, and Black people can't be the only ones watching them. Hollywood just needs to put faith in different narratives and trust that our stories are worth hearing.