which has really come to dominate our view of intelligence, because the universities design the system in their image. If you think of it,
Do schools kill creativity? — Ken Robinson · TED
66 examples from real videos — listen, replay, loop.
which has really come to dominate our view of intelligence, because the universities design the system in their image. If you think of it,
Do schools kill creativity? — Ken Robinson · TED
which has really come to dominate our view of intelligence, because the universities design the system in their image. If you think of it,
Do schools kill creativity? — Ken Robinson · TED
trained on vast quantities of written texts. They reflect back to us an image of ourselves, of our collective, digitized past.
Why AI Isn’t Going to Become Conscious | Anil Seth | TED · TED
in the same way we might project faces into clouds, or even the image of Mother Teresa in a cinnamon bun. I don't know if you can see that.
Why AI Isn’t Going to Become Conscious | Anil Seth | TED · TED
you do a bait-and-switch and move onto yourself. Once again, you conjure the image and send the phrases. After that, it's on to a mentor, somebody who's helped you in your life.
The Benefits of Not Being a Jerk to Yourself | Dan Harris | TED · TED
the ability to stay connected to one's self in the presence of another. So I want to draw that little image for you, because this need to reconcile these two sets of needs,
The secret to desire in a long-term relationship | Esther Perel | TED · TED
and we were working really hard, and we we're nice and lean. You know, a lot of us developed poor body image. And at that time, most of us didn't know what the female athlete triad was.
What Women Athletes Need to Unlock Their Full Potential | Kate Ackerman | TED · TED
because our girls were handling the stress by overexercising, underfueling, worrying about their body image. They were getting injuries,
What Women Athletes Need to Unlock Their Full Potential | Kate Ackerman | TED · TED
as a sanctuary in time. I love this image. Rather than a physical sanctuary, like a synagogue,
How to Reclaim Your Life From Work | Simone Stolzoff | TED · TED
You can see just with your naked eye that the brain image for "apartment" and "house" are more similar to each other
How to Get Inside the "Brain" of AI | Alona Fyshe | TED · TED
are more similar to each other than they are to the brain image for "celery." And you know, of course that apartments and houses are more similar
How to Get Inside the "Brain" of AI | Alona Fyshe | TED · TED
An image of the Mona Lisa with a twist. TEDAI, on the surface of the Moon.
What If You Could Talk to Your Favorite Character in a Movie? | Christoph Lassner | TED · TED
They have been generated. Our models can do that from a single image. For artists, creators, developers,
What If You Could Talk to Your Favorite Character in a Movie? | Christoph Lassner | TED · TED
The impact of this fact cannot be overstated. Just imagine Michelangelo painting an image in the blink of an eye, faster than you can look at it.
What If You Could Talk to Your Favorite Character in a Movie? | Christoph Lassner | TED · TED
wasn't up to the task. It really couldn't even decode the image. So for the sine qua non of the human mind,
Can AI Master the Art of Humor? | Bob Mankoff | TED · TED
from winning captions from different contests match to the right image? Could they, between two captions,
Can AI Master the Art of Humor? | Bob Mankoff | TED · TED
that I had to decide from U of M people. And this was the image we created for the contest. It's that image.
Can AI Master the Art of Humor? | Bob Mankoff | TED · TED
And this was the image we created for the contest. It's that image. And the one I picked up
Can AI Master the Art of Humor? | Bob Mankoff | TED · TED
And now, with generative AI, anybody can create any image of anything, anywhere, at a touch of a button.
How to Spot Fake AI Photos | Hany Farid | TED · TED
they are here, and we are all vulnerable. Before we talk about how we would analyze this image to determine if it's real or not,
How to Spot Fake AI Photos | Hany Farid | TED · TED
Starting with billions of images with a descriptive caption like this, each image is degraded until nothing but visual noise is left. A random array of pixels.
How to Spot Fake AI Photos | Hany Farid | TED · TED
by essentially turning that noise back into the original image. And when this process is done, not once, not twice,
How to Spot Fake AI Photos | Hany Farid | TED · TED
the machine has learned how to convert noise into an image that is semantically consistent with anything you type. And it's incredible.
How to Spot Fake AI Photos | Hany Farid | TED · TED
magazine or a depiction of Shakespeare's London whatever the image the puzzle soon becomes an oasis of slowness
Family
And so one of the first things we like to look at is whether the residual noise in an image looks more like a natural image
How to Spot Fake AI Photos | Hany Farid | TED · TED
is whether the residual noise in an image looks more like a natural image or an AI-generated image.
How to Spot Fake AI Photos | Hany Farid | TED · TED
looks more like a natural image or an AI-generated image. Here, for example, is our real dog and our AI dog.
How to Spot Fake AI Photos | Hany Farid | TED · TED
Professors can't help themselves. So let's apply this analysis to this image. Here's the noise residual that I've extracted.
How to Spot Fake AI Photos | Hany Farid | TED · TED
So let's go on to our next one, the vanishing points. If you image parallel lines in the physical world, they will converge to a single point, what's called the vanishing point.
How to Spot Fake AI Photos | Hany Farid | TED · TED
we can find evidence of manipulation or generation. Here in this image, I've annotated four parallel lines on the parallel sides of the wall in our basement photo,
How to Spot Fake AI Photos | Hany Farid | TED · TED
it tends to violate these physics. Let's apply this analysis to our image. Here I've annotated four shadows on the bottom
How to Spot Fake AI Photos | Hany Farid | TED · TED
Not one, not two, but three anomalies. We now have a very good indication that this image is not authentic. The most important thing I want you to take away from this
How to Spot Fake AI Photos | Hany Farid | TED · TED
it is possible to distinguish what is real from what is fake. I think this image is a bit of a metaphor for how a lot of us feel. We feel like hostages.
How to Spot Fake AI Photos | Hany Farid | TED · TED
can create competing short stories. An AI image model trained on stock images can create competing stock images. An AI music model trained on music that's licensed to TV shows
How AI Models Steal Creative Work — and What to Do About It | Ed Newton-Rex | TED · TED
But in 2022, a dataset that included their works was used to train a popular AI image model. Their name was one of many used by huge numbers of people
How AI Models Steal Creative Work — and What to Do About It | Ed Newton-Rex | TED · TED
to create a highly scalable competitor to what they're copying. So scalable, in fact, that there are AI image generators estimated to be making 2.5 million images a day
How AI Models Steal Creative Work — and What to Do About It | Ed Newton-Rex | TED · TED
I'd like to show you what I've been playing. So, Sora, this is the image and video generator. I asked Sora this:
OpenAI’s Sam Altman Talks ChatGPT, AI Agents and Superintelligence — Live at TED2025
What is the kind of process that would allow -- like this is clearly not just image generation. It's linking into the core intelligences that your overall model has.
OpenAI’s Sam Altman Talks ChatGPT, AI Agents and Superintelligence — Live at TED2025
It's linking into the core intelligences that your overall model has. SA: Yeah, the new image generation model is part of GPT-4o, so it's got all of the intelligence in there.
OpenAI’s Sam Altman Talks ChatGPT, AI Agents and Superintelligence — Live at TED2025
whose work is then used, they should get something for that? SA: So right now, if you use our image-gen thing and say, I want something in the style of a living artist,
OpenAI’s Sam Altman Talks ChatGPT, AI Agents and Superintelligence — Live at TED2025
SA: Well, again, right now, if you try to like, go generate an image in a named style, we just say that artist is living, we don't do it.
OpenAI’s Sam Altman Talks ChatGPT, AI Agents and Superintelligence — Live at TED2025
and we will try to build the best product. And people want their image-gen, you know, you saw some Sora examples for video earlier.
OpenAI’s Sam Altman Talks ChatGPT, AI Agents and Superintelligence — Live at TED2025
what's traditionally been understood as safety. Which is, with our new image model, we've given users much more freedom
OpenAI’s Sam Altman Talks ChatGPT, AI Agents and Superintelligence — Live at TED2025
because the elites in the room had a different opinion about what people wanted for the guardrails on image-gen than what people actually wanted,
OpenAI’s Sam Altman Talks ChatGPT, AI Agents and Superintelligence — Live at TED2025
we use them in large language models like ChatGPT, we use them in image synthesis. So they're both doing extremely well in the world.
The Urgent Risks of Runaway AI — and What to Do about Them | Gary Marcus | TED · TED
You might think of Spock, or it might conjure and image like this -- (Laughter)
Why you should define your fears instead of your goals | Tim Ferriss | TED · TED
And to give a sense of what this looks like geographically, take a look at this image, these maps. This is data courtesy of the great organization,
Steven Johnson: How humanity doubled life expectancy in a century | TED · TED
and at that moment, I was struck by the image of these women dealing with a child with a condition
The science of cells that never get old | Elizabeth Blackburn
My student and our collaborators have taken a step further and created an algorithm that takes one input image and turn that into 3D shape.
With Spatial Intelligence, AI Will Understand the Real World | Fei-Fei Li | TED · TED
And my colleagues at Stanford and their students have developed an algorithm that takes one image and generates infinitely plausible spaces
With Spatial Intelligence, AI Will Understand the Real World | Fei-Fei Li | TED · TED
CA: OK, well, it sounds like you remain optimistic. What's this image here? DH: That's one of my favorite images, actually.
How AI Is Unlocking the Secrets of Nature and the Universe | Demis Hassabis | TED · TED
Sometimes people say that data or chips are the 21st century’s new oil, but that's totally the wrong image. AI is to the mind
What Is an AI Anyway? | Mustafa Suleyman | TED · TED
Moreover, if you look at the lower left side, you see where in the image this decision-making engine looks to tell the car what to do.
How AI Will Step Off the Screen and into the Real World | Daniela Rus | TED · TED
The second aspect of physical intelligence. So by now you've probably generated images using text-to-image systems. We can also do text-to-robot,
How AI Will Step Off the Screen and into the Real World | Daniela Rus | TED · TED
to controllable physical machine. We can also do image-to-robot. This photo can be transformed into a cuddly robotic bunny.
How AI Will Step Off the Screen and into the Real World | Daniela Rus | TED · TED
We can use this approach to make anything almost, from an image, from a photo. So the ability to transform text into images
How AI Will Step Off the Screen and into the Real World | Daniela Rus | TED · TED
And these are very interesting. They use cameras to actually image the surfaces as a robot would make contact,
Why Don’t We Have Better Robots Yet? | Ken Goldberg | TED · TED
So when we say, "Freedom, sovereignty, independence," each one of you draws a specific image in their own mind, there are specific feelings
Suzanne Talhouk: Don't kill your language
but also to remember how it feels to be immersed in it in a digital age. Generative AI creates possibilities to train algorithms with any image, sound, text and even scent data.
How AI Art Could Enhance Humanity’s Collective Memory | Refik Anadol | TED · TED
Soon, I believe we will be exploring hyper models, text to image, to sound, to scent, to life.
How AI Art Could Enhance Humanity’s Collective Memory | Refik Anadol | TED · TED
we decided not to use existing models. Instead, we decided to collect our own image, sound, scent and climate data.
How AI Art Could Enhance Humanity’s Collective Memory | Refik Anadol | TED · TED
And I think it's because sometimes success is actually invisible to us. Take, for example, this image of the Great Smoky Mountains, America's most visited national park.
Ryan Phelan: The intended consequences of helping nature thrive | TED · TED
is changing how you experience these blobs right now. So your brain is constructing the image of a snake where there is no snake,
You aren't at the mercy of your emotions -- your brain creates them | Lisa Feldman Barrett
for those sensations in your body that you experience as wretchedness, just like you did with the blobby image. So your brain is trying to explain what caused those sensations
You aren't at the mercy of your emotions -- your brain creates them | Lisa Feldman Barrett
(Laughter) You might think it's easy to spot an obviously AI-generated image, and you're probably aware that algorithms are biased in some way.
Why Are People Starting to Sound Like ChatGPT? | Adam Aleksic | TED · TED
Imagine their congratulations, and their high image of you. Doesn't it feel good to say it out loud?
Keep your goals to yourself | Derek Sivers
to use chocolate as a symbol for a social union. This image was made between the 13th century and the early 16th century,
Germán Santillán: A taste of Mexico's ancient chocolate-making tradition | TED · TED