Computers are being taught to learn, reason and recognize emotions. In these talks, look for insights -- as well as warnings.

Artificial intelligence is shattering expectations of human predictability, motivation and speed in every part of society – including law. Lawyer Max Sills explores the practical challenges of negotiating with AI-powered systems as they become integrated into the world around us, offering a hopeful path to navigate these soon-to-be transformed i...

Today, artificial intelligence helps doctors diagnose patients, pilots fly commercial aircraft, and city planners predict traffic. These AIs are often self-taught, working off a simple set of instructions to create a unique array of rules and strategies. So how exactly does a machine learn? Briana Brownell digs into the three basic ways machines...

If there’s one AI company that’s made a splash in mainstream vernacular, it’s OpenAI, the company behind ChatGPT. Former board member and AI policy expert Helen Toner joins Bilawal to discuss the existing knowledge gaps and conflicting interests between those who are in charge of making the latest technology – and those who create our policies a...

A hostile artificial intelligence called NIM has taken over the world's computers. You're the only person skilled enough to shut it down, and you'll only have one chance. Can you survive and shut off the artificial intelligence? Dan Finkel shows how. [TED-Ed Animation by Artrake Studio]

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.

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...

To shape truly effective artificial general intelligence, we need to incorporate a world model: what it means to be human. Believing the key lies not just in language but in the way our words shape us, AI entrepreneur Walter De Brouwer explores the past, present and future of AGI's evolution — and how our stories build its cognitive functions.

People have been grappling with the question of artificial creativity -- alongside the question of artificial intelligence -- for over 170 years. For instance, could we program machines to create high quality original music? And if we do, is it the machine or the programmer that exhibits creativity? Gil Weinberg investigates this creative conund...

Will truth and reason survive the evolution of artificial intelligence? AI researcher Gary Marcus says no, not if untrustworthy technology continues to be integrated into our lives at such dangerously high speeds. He advocates for an urgent reevaluation of whether we're building reliable systems (or misinformation machines), explores the failure...

For AI to achieve its full potential, non-experts need to contribute to its development, says Rumman Chowdhury, CEO and cofounder of Humane Intelligence. She shares how the right-to-repair movement of consumer electronics provides a promising model for a path forward, with ways for everyone to report issues, patch updates or even retrain AI tech...

Non Player Characters --NPCs for short-- have always been a huge part of what makes video games engaging, from Cortana in Halo to Navi in The Legend of Zelda. But interactions with NPCs were always limited to a pre-written script. Until now. Purnendu Mukherjee is the CEO of Convai, a platform that enables developers to create NPCs with human-lik...

Human potential will only accelerate with AI answering questions better and faster than ever before, says Aravind Srinivas, cofounder and CEO of conversational search engine Perplexity. He examines the trends driving new AI-powered tools that nourish curiosity and creativity — and how they might usher in a new era of intellectual growth and disc...

"Memories are the architects of our identity," says technologist Pau Aleikum Garcia, but they're not permanent. Photos can be lost amid political unrest or natural disaster, while illnesses like Alzhemier's can rob people of their past. He puts forward a novel solution — "synthetic memories," or dreamlike visualizations of long-gone moments crea...

Expensive to build and often needing highly skilled engineers to maintain, artificial intelligence systems generally only pay off for large tech companies with vast amounts of data. But what if your local pizza shop could use AI to predict which flavor would sell best each day of the week? Andrew Ng shares a vision for democratizing access to AI...

Leaders can't be afraid to disrupt the status quo, says pharmaceutical CEO Paul Hudson. In conversation with TED's Lindsay Levin, he shares how AI eliminates "unglamorous work" and speeds up operations while collaborations across competitors can dramatically boost sustainability. Hear some powerful advice for the modern leader — and learn why it...

Comedic magician Robert Strong takes the stage for a unique take on the classic game of Jeopardy, with answers such as "cringe" and "prompt engineer," offering a creative and humorous look at the world of AI.

People are growing anxious about AI, believing it's going to amplify our worst impulses, take our jobs or even wipe out humanity. But the doomsayers have it wrong, says AI visionary Andrew Ng. He debunks each concern, suggesting we need more AI, not less, if we're to solve the world's most pressing problems.

Today's AI is trained on the work of artists and writers without attribution, its core values decided by a privileged few. What if the future of AI was more open and democratic? Researcher Percy Liang offers a vision of a transparent, participatory future for emerging technology, one that credits contributors and gives everyone a voice.

Generative AI is poised to transform the workplace, but we still need human brains for new ideas, says marketing expert Jessica Apotheker. She explores how marketers can find their niche in the world of AI based on their preference for data or creativity, offering a pragmatic and hopeful look at the future of business.

AI has the power to bring your favorite fictional characters to life, says technologist Kylan Gibbs. Introducing Caleb, an "AI agent" with personality and internal reasoning, he demonstrates how AI-powered characters can interact with people in novel ways, generate unique video game outcomes and augment our ability to tell stories, opening up ne...

Drawing on his decades-long mission to formulate the world in computational terms, Stephen Wolfram delivers a profound vision of computation and its role in the future of AI. Amid a debut of mesmerizing visuals depicting the underlying structure of the universe, he provides a sweeping survey of his life's work, offering a new perspective on the ...

Technologist Kai-Fu Lee describes the high-stakes battle between the West and China in artificial intelligence, and what it means for the future of work. (Audio only)

AI companions could either be the cure to our loneliness epidemic … or humanity's final downfall, says Eugenia Kuyda, creator of Replika — an app that allows you to create AI friends. She explores the potential of this technology to either exacerbate isolation or encourage connection, advocating for an AI whose success is driven not by clicks an...

Marc Goodman works to prevent future crimes and acts of terrorism, even those security threats not yet invented.

Can artificial intelligence be funny, or is comedy a uniquely human trait? In this witty and insightful talk, cartoonist Bob Mankoff explores the art of humor, the evolution of AI and what happens when the two collide.

In the fall of 2011 Peter Norvig taught a class with Sebastian Thrun on artificial intelligence at Stanford attended by 175 students in situ -- and over 100,000 via an interactive webcast. He shares what he learned about teaching to a global classroom.

Computers can beat us in board games, transcribe speech, and instantly identify almost any object. But will future robots go further by learning to figure out what we're feeling? Kostas Karpouzis imagines a future where machines and the people who run them can accurately read our emotional states — and explains how that could allow them to assis...

What do sandwiches have to do with AI? Data reformist Kasia Chmielinski helps us think about artificial intelligence with a useful food metaphor — and breaks down why AI systems should have "nutrition labels" to ensure the development of fairer, more transparent algorithms.

Agricultural robotics and artificial intelligence are changing how we farm, from the day-to-day practices to big-picture planning. Computer scientist Katherine James explains why using robots to identify the optimal traits in our crops could change how and what we eat for the better.