Kang Lee: Can you really tell if a kid is lying?
Are children poor liars? Do you think you can easily detect their lies? Developmental researcher Kang Lee studies what happens physiologically to children when they lie. They do it a lot, starting as young as two years old, and they're actually really good at it. Lee explains why we should celebrate when kids start to lie and presents new lie-de...
TED-Ed: How will AI change the world?
In the coming years, artificial intelligence is probably going to change your life— and likely the entire world. But people have a hard time agreeing on exactly how AI will affect our society. Can we build AI systems that help us fix the world? Or are we doomed to a robotic takeover? Explore the limitations of artificial intelligence and the pos...
GoodBye Monkey: S.A.N (Sentient Advocate of Nature)
In a universe not unlike ours, a tech-environmentalist group claims to have created an AI that is the direct “voice of the earth,” a computer connected via electrodes to the mycelium network under an ancient forest named S.A.N (Sentient Advocate of Nature). The film imagines what nature thinks of human impact on the planet, as a renowned reporte...
Joy Buolamwini: How to protect your rights in the age of AI
"It's not too late to unmask AI and protect what's human in a world of machines," says researcher and artist Joy Buolamwini. Taking a stand for ethical AI, she explains how systems built on biased data can amplify inequalities, falsely accuse innocent people and reverse progress — and urges us to protect our biometric rights and fight for what s...
Divya Siddarth: How AI and democracy can fix each other
We don't have to sacrifice our freedom for the sake of technological progress, says social technologist Divya Siddarth. She shares how a group of people helped retrain one of the world's most powerful AI models on a constitution they wrote — and offers a vision of technology that aligns with the principles of democracy, rather than conflicting w...
Kevin Roose: The value of your humanity in an automated future
To futureproof your job against robots and AI, you should learn how to code, brush up on your math skills and crack open an engineering textbook, right? Wrong. In this surprisingly comforting talk, tech journalist Kevin Roose makes the case that rather than trying to compete with the machines, we should instead focus on what makes us uniquely hu...
TED-Ed: The 4 greatest threats to the survival of humanity
With the invention of the atomic bomb, humanity gained the power to destroy itself for the first time in our history. Since then, our risk of either extinction or the collapse of civilization has steadily increased. Just how likely are we to destroy ourselves? And what poses the greatest threat to our survival? Dig into four existential threats ...
Sam Gregory: When AI can fake reality, who can you trust?
We're fast approaching a world where widespread, hyper-realistic deepfakes lead us to dismiss reality, says technologist and human rights advocate Sam Gregory. What happens to democracy when we can't trust what we see? Learn three key steps to protecting our ability to distinguish human from synthetic — and why fortifying our perception of truth...
Cedrik Neike: Time is running out on climate change. The metaverse could help
The metaverse could be our key to making real progress in the fight against climate change, says engineer Cedrik Neike. Examining how AI-powered modeling eliminates the trial and error of wasteful industries, he explores how this emerging technology is already improving everything from the gigafactories that churn out electric car batteries to t...
Ruha Benjamin: Is technology our savior — or our slayer?
When it comes to technology, we're often presented with two contrasting visions of the future: one where technology fulfills all our desires, and another where it leads to chaos and conflict. Sociologist Ruha Benjamin is here with a more radical vision of the future — one where humanity isn't saved or slayed by technology, but rather uses it to ...
Max Tegmark: How to keep AI under control
The current explosion of exciting commercial and open-source AI is likely to be followed, within a few years, by creepily superintelligent AI – which top researchers and experts fear could disempower or wipe out humanity. Scientist Max Tegmark describes an optimistic vision for how we can keep AI under control and ensure it's working for us, not...
Liv Boeree: The dark side of competition in AI
Competition is a core part of human nature, and it can drive us to extraordinary feats. But when it goes wrong, the results can be devastating. Poker champion and science communicator Liv Boeree introduces us to "Moloch's trap" — the dark force of game theory driving many of humanity's biggest social problems, which is now threatening to derail ...
Phebe Vayanos: AI could increase equality — if we design it right
What if we designed AI explicitly to advance social equality? Systems engineer Phebe Vayanos shares her research into AI that empowers vulnerable communities, focusing on her work to improve the system for matching people experiencing homelessness in Los Angeles with the city’s extremely scarce housing resources. Learn about the hard moral trade...
Roy Bahat and Bryn Freedman: How do we find dignity at work?
Roy Bahat was worried. His company invests in new technology like AI to make businesses more efficient -- but, he wondered, what was AI doing to the people whose jobs might change, go away or become less fulfilling? The question sent him on a two-year research odyssey to discover what motivates people, and why we work. In this conversation with ...
Tanya Berger-Wolf: How your nature photos can help protect wild animals
We're losing animal and plant species at such a swift, unprecedented rate that it's nearly impossible to keep up. Computational biologist Tanya Berger-Wolf demonstrates how harnessing the power of artificial intelligence and one of the internet's biggest resources -- public images and video -- supports the crucial collection of data to save thre...
Heidi Boisvert: How I'm using biological data to tell better stories -- and spark social change
What kinds of stories move us to act? To answer this question, creative technologist Heidi Boisvert is measuring how people's brains and bodies unconsciously respond to different media. She shows how she's using this data to determine the specific narrative ingredients that inspire empathy and justice -- and spark large-scale social change.
Yohei Nakajima: How AI will help us connect with ourselves and each other
Builder Yohei Nakajima shares his experience designing BabyAGI, an open-source autonomous AI tool, exploring the evolution of identity, collective consciousness and the limitations of language in the age of artificial intelligence. "AI isn't just reshaping our tools, but our very understanding of ourselves," he says.
Susan Graham: A new way to restore Earth's biodiversity -- from the air
Lawrence Lessig: How AI could hack democracy
Garry Kasparov: Don't fear intelligent machines. Work with them
We must face our fears if we want to get the most out of technology -- and we must conquer those fears if we want to get the best out of humanity, says Garry Kasparov. One of the greatest chess players in history, Kasparov lost a memorable match to IBM supercomputer Deep Blue in 1997. Now he shares his vision for a future where intelligent machi...
Douglas Rushkoff: How to be "Team Human" in the digital future
Humans are no longer valued for our creativity, says media theorist Douglas Rushkoff -- in a world dominated by digital technology, we're now just valued for our data. In a passionate talk, Rushkoff urges us to stop using technology to optimize people for the market and start using it to build a future centered on our pre-digital values of conne...
Sims Witherspoon: Can AI help solve the climate crisis?
"AI can be a transformational tool in our fight against climate change," says Sims Witherspoon, a leader at the AI research lab Google DeepMind. Using wind power as her case study, she explains how powerful neural networks can help us better predict Earth's changing ecosystems and accelerate the breakthrough science needed to create a carbon-fre...
Ali Kashani: A friendly, autonomous robot that delivers your food
Meet the friendly robot that could deliver your next burrito. Ali Kashani introduces us to Postmates' autonomous delivery robot and explains how it could help reduce carbon emissions and free up valuable real estate in cities everywhere. Learn more about how it was specially designed to navigate complex social interactions on busy sidewalks to b...
Margaret Heffernan: The human skills we need in an unpredictable world
The more we rely on technology to make us efficient, the fewer skills we have to confront the unexpected, says writer and entrepreneur Margaret Heffernan. She shares why we need less tech and more messy human skills -- imagination, humility, bravery -- to solve problems in business, government and life in an unpredictable age. "We are brave enou...
Yuval Noah Harari: Why fascism is so tempting -- and how your data could power it
In a profound talk about technology and power, author and historian Yuval Noah Harari explains the important difference between fascism and nationalism -- and what the consolidation of our data means for the future of democracy. Appearing as a hologram live from Tel Aviv, Harari warns that the greatest danger that now faces liberal democracy is ...
César Hidalgo: Una idea osada para reemplazar a los políticos
César Hidalgo nos propone una idea radical para arreglar el sistema político roto: ¡automatízalo! En una charla que te hace reflexionar, explica la idea de cómo llegar a reemplazar a los políticos para empoderar a los ciudadanos con agentes virtuales personalizados que voten directamente en los proyectos de ley. Explora una nueva manera de tomar...
Kriti Sharma: How to keep human bias out of AI
AI algorithms make important decisions about you all the time -- like how much you should pay for car insurance or whether or not you get that job interview. But what happens when these machines are built with human bias coded into their systems? Technologist Kriti Sharma explores how the lack of diversity in tech is creeping into our AI, offeri...
César Hidalgo: A bold idea to replace politicians
César Hidalgo has a radical suggestion for fixing our broken political system: automate it! In this provocative talk, he outlines a bold idea to bypass politicians by empowering citizens to create personalized AI representatives that participate directly in democratic decisions. Explore a new way to make collective decisions and expand your unde...
Anab Jain: Why we need to imagine different futures
Anab Jain brings the future to life, creating experiences where people can touch, see and feel the potential of the world we're creating. Do we want a world where intelligent machines patrol our streets, for instance, or where our genetic heritage determines our health care? Jain's projects show why it's important to fight for the world we want....
Zeynep Tufekci: We're building a dystopia just to make people click on ads
We're building an artificial intelligence-powered dystopia, one click at a time, says techno-sociologist Zeynep Tufekci. In an eye-opening talk, she details how the same algorithms companies like Facebook, Google and Amazon use to get you to click on ads are also used to organize your access to political and social information. And the machines ...