Artificial General Intelligence

Artificial General Intelligence

A yellow and blue parrot perches on a branch with a black-and-white DNA strand illustration overlaid on a pink, pixelated background.
The case for why AI systems are not merely "stochastic parrots."
A woman with straight black hair, wearing a black turtleneck, poses against a blue-to-white gradient background.
There are two sides to the AI debate, and both are perpetuating the idea that AI is “inevitable, all-powerful, and deserves to be controlled by a tiny group of people,” says the Empire of AI author.
A rocket launches above layered geometric shapes depicting clouds, a building, and a crowd, all set against a black grid background.
Before we can build the future, we have to imagine it.
Book cover of "The Cybernetic Society" by Amir Husain, featuring robotic arms—reminiscent of a cybernetic corporation—constructing a cityscape against a black background with blue digital elements.
Are you ready for the “cybernetic corporation”? Amir Husain “profiles” the hottest company of 2035 — and makes a telling comparison with Nvidia.
A silhouette of a person stands facing a wireframe digital figure on a purple patterned background.
"We are racing towards a new era in which we outsource cognitive abilities that are central to our identity as thinking beings," writes computer scientist Louis Rosenberg.
A digital illustration of a brain, composed of circuit-like lines, appears against a black background filled with white dots resembling stars.
"Nobody expects a computer simulation of a hurricane to generate real wind and real rain," writes neuroscientist Anil Seth.
In a futuristic setting, a medical professional in scrubs interacts with a holographic heart and data display, showcasing their understanding of AI to enhance patient care.
By looking outside the current wave of hype, we can create a framework for weighing up the practical impact of AI on any business.
In a futuristic control room, two people sit at advanced control panels, utilizing AI technology as they face a large screen displaying vibrant green light beams.
We need more science fiction-inspired thinking in how we approach AI research, argues AI expert Gary Marcus.
A person holds a smartphone and a book with an ornate cover, clasped together in both hands.
The tech world’s fixation on artificial intelligence has spawned beliefs and rituals that resemble religion — complete with digital deities, moral codes, and threats of damnation.
A robotic hand and a human hand reach towards each other, with a glowing DNA helix in the background, symbolizing humanity's last exam in the intersection of technology and biology.
A crowdsourced "final exam" for AI promises to test LLMs like never before. Here's how the idea, and its implementation, dooms us to fail.
Two Guy Fawkes masks in a pixelated, digital art style with one mask smiling and the other frowning, set against a dark background with faint green patterns.
Hackers are in an arms race with cyber defenders. Will AI tip the balance?
Image of a tomato and carrot, each partially overlaid with a black and white digital circuit pattern. The background is a gray, circuit-like texture.
A simple plate of vegetables has found the gaping blindspots in generative AI, and points the way to fixing them.
A black background with the text "ARC PRIZE" in pixelated white and grey font. Two colored squares, one pink and one yellow, are placed above the letters "I" and "Z" in the word "PRIZE.
His $1 million ARC Prize competition is designed to put us on the right path.
Abstract collage featuring a human face, binary code, circuit patterns, stones, and wood texture shapes against a blue and black background, capturing the essence of innovation and the wisdom of hindsight.
AI researcher and author Ken Stanley wonders how our rear-view perspective on success fits into a serendipitous mode of innovation.
An open processor is connected by circuit lines to a black chess piece, with binary code in the background, symbolizing the intersection of technology and strategy, where every move could deceive even the sharpest minds.
"If you’re training an AI to optimize for a task, and deception is a good way for it to complete the task, then there’s a good chance that it will use deception."
A robotic hand is centered against a blue background, surrounded by a green and blue circuit board pattern, symbolizing the intricate processes of math AI and why machines learn.
It's knowledgeable, confident, and behaves human-like in many ways. But it's not magic that powers AI though; it's just math and data.
Abstract artwork featuring multiple human faces, swirling patterns, geometric shapes, and a human silhouette against a beige background, subtly hinting at the enigmatic presence of superintelligent AI.
Tech entrepreneur Alvin Wang Graylin sketches out a bold new age of AI-led enlightenment underscored by compassion.
A Facetime Video call screen showing an incoming call from "ChatGPT" with an AI icon, featuring a red decline button and a green accept button.
We will believe in AGI when it calls on Facetime.
A 3D molecular model showing a complex structure of intertwined green proteins and grey DNA strands on a black background.
Profluent’s new platform is like ChatGPT for genetic technology.
A digital artwork combining elements of a cityscape, printed circuit boards, and binary code, rendered in yellow and black tones.
"Stargate" could be used to train the world’s most powerful AIs.
Painting of Prometheus holding a flaming torch aloft.
"Hardcore History" host Dan Carlin recently spoke with Big Think about the history of humanity's drive to create — and whether or not we can control it.
An image of a laptop with an AI software engineer's hand on it.
Former GitHub CEO Nat Friedman just invested $100 million into the company.
An image of a man's head with gears representing the fusion of free will and AI.
Artificial general intelligence will not arise in systems that only passively receive data. They need to be able to act back on the world.
A vintage photo portraying a woman engaged in predictive processing while studying a document.
Your expectations form the way you experience the world.
A golden age robotics-inspired drawing of a human body on paper.
In history, every major technological advance has been used, for good and bad.
a man standing in front of a blackboard with writing on it.
Walter Pitts rose from the streets to MIT, but couldn’t escape himself.
a drawing of a man standing next to a painting of a woman.
Who’s afraid of utopia? AI doubters have cold feet. History can warm them.
a drawing of a green and pink object with a sailboat in the background.
While many imagine terrifying futures run by AI, Rohit Krishnan is quietly identifying real problems and solutions.
a computer generated image of a man's head in a doorway.
Large language models are an impressive advance in AI, but we are far away from achieving human-level capabilities.