Algorithmic Bias

Algorithmic Bias

A hand holds a small, round black device with a circular light, while a purple scribble curving around both hints at rewiring democracy.
In “Rewiring Democracy,” Bruce Schneier and Nathan Sanders explore how AI could strengthen democracy or undermine it.
A person holds an oval mirror in front of their face against a blue background, with their reflection appearing abstract and distorted, evoking the surreal influence of ai on self-perception.
If AI is modeled only on human intelligence, will it inherit only human ways of seeing the world?
Book cover titled "Governing Babel" by John P. Wihbey, featuring a stylized blue and black illustration of a tower with small human figures walking—reflecting themes of online speech moderation.
In this excerpt from "Governing Babel," John Wihbey explores how AI is reshaping online moderation by offering tools that can help human moderators, but also raises the risk of disinformation and digital chaos.
Abstract illustration of translucent human figures standing in line, with a mix of a natural outdoor scene and geometric digital elements in the background.
The overlooked reason why "AI consciousness" isn't coming anytime soon.
Bold black letters "MTWTF" on a light background, with the final "F" scribbled over in red crayon-like marks—a playful nod to the 4-day week.
A reduced working week, argues Juliet Schor, is part of a sane response to the impacts of AI and robotization on human labor.
An open magazine reveals a woman wearing a hijab and headphones on one page, with de-bias technology illustrations mapping the faces of three individuals on the opposite page.
By designing smart systems, we can help ourselves live up to our best intentions — and perform even better in our workplaces.
A pair of hands appears to be gently tossing a baseball, reminiscent of Moneyball strategy. The image, accented with a yellow glow around the baseball, features a modern, abstract black and white design with an AI-inspired touch.
Hindsight can cloud our predictive abilities but big data can de-mist forecasting — now AI is sharpening that focus.
A search bar with the phrase "the future" being typed and a blue search button below it. An arrow cursor points to the search phrase. The background is black.
Can AI-powered “answer engines” replace the 10 blue links model?
A blurred profile of a person's face appears against a vibrant yellow background representing an abstract sense technostress.
The mindless implementation of AI tools can come at a cost for our teams. Here are some red flags and solutions.
Three minimalistic white figurines sit on small platforms in front of a grid of squares, some orange, on a light grey background.
Acclaimed writer Mauro Javier Cárdenas used AI in his latest work to surprising effect.
A group of people are sitting around a table.
Police forces are choosing humans over algorithms to make some identifications.
A server room with the word frontier on it.
Frontier, the ORNL supercomputer, used machine learning to perform 9.95 quintillion calculations per second.
A man is crossing a street with cones in front of him.
A game that challenges pedestrians to avoid detection by an AI could help train tomorrow’s self-driving cars.
An elderly woman sitting on a chair and talking on the phone.
Interventions can make the most difference when Alzheimer’s is detected early.
a painting of a man and a woman sitting on a bench.
From cosmetic procedures to heart operations, the introduction of AI will create an ethical minefield.
a close up of a person holding a business card.
We do not need to pause AI research. But we do need a pause on the public release of these tools until we can determine how to deal with them.
a close up of a cell phone near a keyboard.
The biggest lingering question about GPT-4 isn't if it's going to destroy jobs or take over the world. Instead, it is this: Do we trust AI programmers to tell society what is true?
a human talking to a digital avatar
The danger posed by conversational AI isn't that it can say weird or dark things; it's personalized manipulation for nefarious purposes.
Computers are growing more powerful and more capable, but everything has limits
The initial goal of AI was to create machines that think like humans. But that is not what happened at all.
People naturally judge fact from fiction in offline social settings, so why is it so hard online?
ai physics
An average undergraduate student in physics is better than the AI.
chess cheating
Elon Musk suggested remote-controlled, vibrating anal beads. Thankfully, there are more mundane explanations.
But does Amazon know when you're tired or hungry?
predict who wins the bachelor
The researchers consumed a lot of wine while watching 15 seasons of the show.
Symmetrical objects are less complex than non-symmetrical ones. Perhaps evolution acts as an algorithm with a bias toward simplicity.