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👁Art in the age of machine intelligence
🧠Refik Anadol
🗣Subtitle: 🇹🇷Turkish | 🇬🇧English
👣What does it look like inside the mind of a machine? Inspired by the architectural vision of a futuristic Los Angeles in "Blade Runner," media artist Refik Anadol melds art with artificial intelligence in his studio's collaborations with architects, data scientists, neuroscientists, musicians and more. Witness otherworldly installations that might make you rethink the future of tech and creativity.
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#TED2020 #Refik_Anadol #AI #creativity #art #technology #computers #architecture #future #machine_learning
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🧠Refik Anadol
🗣Subtitle: 🇹🇷Turkish | 🇬🇧English
👣What does it look like inside the mind of a machine? Inspired by the architectural vision of a futuristic Los Angeles in "Blade Runner," media artist Refik Anadol melds art with artificial intelligence in his studio's collaborations with architects, data scientists, neuroscientists, musicians and more. Witness otherworldly installations that might make you rethink the future of tech and creativity.
🌐Page on TED.com
#TED2020 #Refik_Anadol #AI #creativity #art #technology #computers #architecture #future #machine_learning
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👁How to get better at video games, according to babies
🧠Brian Christian
🗣Subtitle: 🇹🇷Turkish | 🇬🇧English
👣In 2013, a group of researchers wanted to create an AI system that could beat every Atari game. They developed a system called Deep Q Networks (DQN) and less than two years later, it was superhuman. But there was one notable exception. When playing Montezuma's Revenge, DQN couldn't score a single point. What was it that made this game so vexingly difficult for AI? Brian Christian investigates. [Directed by Gavin Edwards, Movult, narrated by Jack Cutmore-Scott, music by Salil Bhayani, cAMP Studio].
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#TED_Education #Brian_Christian #TED_Ed #education #brain #animation #AI #machine_learning #computers
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🧠Brian Christian
🗣Subtitle: 🇹🇷Turkish | 🇬🇧English
👣In 2013, a group of researchers wanted to create an AI system that could beat every Atari game. They developed a system called Deep Q Networks (DQN) and less than two years later, it was superhuman. But there was one notable exception. When playing Montezuma's Revenge, DQN couldn't score a single point. What was it that made this game so vexingly difficult for AI? Brian Christian investigates. [Directed by Gavin Edwards, Movult, narrated by Jack Cutmore-Scott, music by Salil Bhayani, cAMP Studio].
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#TED_Education #Brian_Christian #TED_Ed #education #brain #animation #AI #machine_learning #computers
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👁Intelligent floating machines inspired by nature
🧠Anicka Yi
🗣Subtitle: 🇬🇧English | 🇹🇷Turkish
👣Taking cues from soft robotics and the natural world, conceptual artist Anicka Yi builds lighter-than-air machines that roam and react like autonomous life forms. Her floating "aerobes" inspire us to think about new ways of living with machines -- and to ponder how they could evolve into living creatures. "What if our machines could be more than just our tools, and instead, a new type of companion species?" she asks.
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#art #technology #future #creativity #machine_learning #computers #robots #AI
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🧠Anicka Yi
🗣Subtitle: 🇬🇧English | 🇹🇷Turkish
👣Taking cues from soft robotics and the natural world, conceptual artist Anicka Yi builds lighter-than-air machines that roam and react like autonomous life forms. Her floating "aerobes" inspire us to think about new ways of living with machines -- and to ponder how they could evolve into living creatures. "What if our machines could be more than just our tools, and instead, a new type of companion species?" she asks.
🌐Page on TED.com
#art #technology #future #creativity #machine_learning #computers #robots #AI
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👁The hidden network that makes the internet possible
🧠Sajan Saini
🗣Subtitle: 🇬🇧English | 🇹🇷Turkish
👣In 2012, a team of researchers set a world record, transmitting 1 petabit of data— that's 10,000 hours of high-def video— over a fifty-kilometer cable, in a second. This wasn't just any cable. It was a souped-up version of fiber optics, the hidden network that links our planet and makes the internet possible. What is fiber optics and how does it work? Sajan Saini explores the vital technology. [Directed by Artrake Studio, narrated by Addison Anderson].
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#TED_Ed #animation #innovation #technology #Internet #communication #science #invention #computers
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🧠Sajan Saini
🗣Subtitle: 🇬🇧English | 🇹🇷Turkish
👣In 2012, a team of researchers set a world record, transmitting 1 petabit of data— that's 10,000 hours of high-def video— over a fifty-kilometer cable, in a second. This wasn't just any cable. It was a souped-up version of fiber optics, the hidden network that links our planet and makes the internet possible. What is fiber optics and how does it work? Sajan Saini explores the vital technology. [Directed by Artrake Studio, narrated by Addison Anderson].
🌐Page on TED.com
#TED_Ed #animation #innovation #technology #Internet #communication #science #invention #computers
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👁The incredible creativity of deepfakes -- and the worrying future of AI
🧠Tom Graham
🗣Subtitle: 🇬🇧English | 🇹🇷Turkish
👣AI-generated media that looks and sounds exactly like the real world will soon permeate our lives. How should we prepare for it? AI developer Tom Graham discusses the extraordinary power of this rapidly advancing technology, demoing cutting-edge examples -- including real-time face swaps and voice cloning -- live from the TED stage. In conversation with head of TED Chris Anderson, Graham digs into the creative potential of this hyperreal content (often referred to as "deepfakes") as well as its risk for exploitation and the new legal rights we'll need in order to maintain control over our photorealistic AI avatars.
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#AI #technology #computers #media #data #machine_learning #future #software #entertainment
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🧠Tom Graham
🗣Subtitle: 🇬🇧English | 🇹🇷Turkish
👣AI-generated media that looks and sounds exactly like the real world will soon permeate our lives. How should we prepare for it? AI developer Tom Graham discusses the extraordinary power of this rapidly advancing technology, demoing cutting-edge examples -- including real-time face swaps and voice cloning -- live from the TED stage. In conversation with head of TED Chris Anderson, Graham digs into the creative potential of this hyperreal content (often referred to as "deepfakes") as well as its risk for exploitation and the new legal rights we'll need in order to maintain control over our photorealistic AI avatars.
🌐Page on TED.com
#AI #technology #computers #media #data #machine_learning #future #software #entertainment
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👁What will the dream car of the future be like?
🧠Alex Koster
🗣Subtitle: 🇬🇧English | 🇹🇷Turkish
👣Fasten your seat belt as software engineer Alex Koster takes us on a journey in what he calls the "software dream car" of the future. He breaks down how massive technological shifts are transforming the automotive industry and paints a vivid picture of where cars are headed -- from AI drivers to interiors and exteriors shaped by augmented and virtual reality.
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#technology #transportation #computers #AI #future #travel #design
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🧠Alex Koster
🗣Subtitle: 🇬🇧English | 🇹🇷Turkish
👣Fasten your seat belt as software engineer Alex Koster takes us on a journey in what he calls the "software dream car" of the future. He breaks down how massive technological shifts are transforming the automotive industry and paints a vivid picture of where cars are headed -- from AI drivers to interiors and exteriors shaped by augmented and virtual reality.
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#technology #transportation #computers #AI #future #travel #design
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👁Are insect brains the secret to great AI?
🧠Frances S. Chance
🗣Subtitle: 🇬🇧English | 🇹🇷Turkish
👣Are insects the key to brain-inspired computing? Neuroscientist Frances S. Chance thinks so. In this buzzy talk, she shares examples of the incredible capabilities of insects -- like the dragonfly's deadly accurate hunting skills and the African dung beetle's superstrength -- and shows how untangling the mysterious web of neurons in their tiny brains could lead to breakthroughs in computers, AI and more.
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#neuroscience #technology #computers #biomimicry #innovation #future #AI #insects #science
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🧠Frances S. Chance
🗣Subtitle: 🇬🇧English | 🇹🇷Turkish
👣Are insects the key to brain-inspired computing? Neuroscientist Frances S. Chance thinks so. In this buzzy talk, she shares examples of the incredible capabilities of insects -- like the dragonfly's deadly accurate hunting skills and the African dung beetle's superstrength -- and shows how untangling the mysterious web of neurons in their tiny brains could lead to breakthroughs in computers, AI and more.
🌐Page on TED.com
#neuroscience #technology #computers #biomimicry #innovation #future #AI #insects #science
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👁The exciting, perilous journey toward AGI
🧠Ilya Sutskever
🗣Subtitle: 🇬🇧English
👣Just weeks before the management shakeup at OpenAI rocked Silicon Valley and made international news, the company's cofounder and chief scientist Ilya Sutskever explored the transformative potential of artificial general intelligence (AGI), highlighting how it could surpass human intelligence and profoundly transform every aspect of life. Hear his take on the promises and perils of AGI — and his optimistic case for how unprecedented collaboration will ensure its safe and beneficial development.
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#AI #technology #future #innovation #computers
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🧠Ilya Sutskever
🗣Subtitle: 🇬🇧English
👣Just weeks before the management shakeup at OpenAI rocked Silicon Valley and made international news, the company's cofounder and chief scientist Ilya Sutskever explored the transformative potential of artificial general intelligence (AGI), highlighting how it could surpass human intelligence and profoundly transform every aspect of life. Hear his take on the promises and perils of AGI — and his optimistic case for how unprecedented collaboration will ensure its safe and beneficial development.
🌐Page on TED.com
#AI #technology #future #innovation #computers
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👁The transformative potential of AGI — and when it might arrive
🧠Shane Legg and Chris Anderson
🗣Subtitle: 🇬🇧English
👣As the cofounder of Google DeepMind, Shane Legg is driving one of the greatest transformations in history: the development of artificial general intelligence (AGI). He envisions a system with human-like intelligence that would be exponentially smarter than today's AI, with limitless possibilities and applications. In conversation with head of TED Chris Anderson, Legg explores the evolution of AGI, what the world might look like when it arrives — and how to ensure it's built safely and ethically.
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#AI #technology #machine_learning #science #future #computers #innovation
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🧠Shane Legg and Chris Anderson
🗣Subtitle: 🇬🇧English
👣As the cofounder of Google DeepMind, Shane Legg is driving one of the greatest transformations in history: the development of artificial general intelligence (AGI). He envisions a system with human-like intelligence that would be exponentially smarter than today's AI, with limitless possibilities and applications. In conversation with head of TED Chris Anderson, Legg explores the evolution of AGI, what the world might look like when it arrives — and how to ensure it's built safely and ethically.
🌐Page on TED.com
#AI #technology #machine_learning #science #future #computers #innovation
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👁Your creative superpowers can help protect democracy
🧠Sofia Ongele
🗣Subtitle: 🇬🇧English
👣"Democracy is more fun and inviting when you take it into your own hands," says creator and activist Sofia Ongele. Sharing how she's using coding and social media to defend democracy, Ongele invites us to identify our own creative superpowers — whether it's community organizing, making music or telling stories — and use them to cause a ruckus and bring movements to life.
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#democracy #activism #social_change #community #Internet #social_media #computers
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🧠Sofia Ongele
🗣Subtitle: 🇬🇧English
👣"Democracy is more fun and inviting when you take it into your own hands," says creator and activist Sofia Ongele. Sharing how she's using coding and social media to defend democracy, Ongele invites us to identify our own creative superpowers — whether it's community organizing, making music or telling stories — and use them to cause a ruckus and bring movements to life.
🌐Page on TED.com
#democracy #activism #social_change #community #Internet #social_media #computers
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👁How AI and democracy can fix each other
🧠Divya Siddarth
🗣Subtitle: 🇬🇧English
👣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 with them.
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#AI #technology #democracy #computers #community #social_change #data
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🧠Divya Siddarth
🗣Subtitle: 🇬🇧English
👣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 with them.
🌐Page on TED.com
#AI #technology #democracy #computers #community #social_change #data
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👁3 ways to use AI without replacing your coworkers
🧠Madison Mohns
🗣Subtitle: 🇬🇧English
👣As companies introduce AI into the workplace to increase productivity, an uncomfortable paradox is emerging: people are often responsible for training the very systems that might displace them. AI ethics advocate Madison Mohns presents three leadership principles to embrace technological progress while prioritizing your coworkers' well-being — paving the way for a future where AI enhances human potential.
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#AI #ethics #work #computers #machine_learning
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🧠Madison Mohns
🗣Subtitle: 🇬🇧English
👣As companies introduce AI into the workplace to increase productivity, an uncomfortable paradox is emerging: people are often responsible for training the very systems that might displace them. AI ethics advocate Madison Mohns presents three leadership principles to embrace technological progress while prioritizing your coworkers' well-being — paving the way for a future where AI enhances human potential.
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#AI #ethics #work #computers #machine_learning
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👁AI and the paradox of self-replacing workers
🧠Madison Mohns
🗣Subtitle: 🇬🇧English
👣As companies introduce AI into the workplace to increase productivity, an uncomfortable paradox is emerging: people are often responsible for training the very systems that might displace them. AI ethics advocate Madison Mohns presents three leadership principles to embrace technological progress while prioritizing your coworkers' well-being — paving the way for a future where AI enhances human potential.
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#AI #ethics #work #computers #machine_learning
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🧠Madison Mohns
🗣Subtitle: 🇬🇧English
👣As companies introduce AI into the workplace to increase productivity, an uncomfortable paradox is emerging: people are often responsible for training the very systems that might displace them. AI ethics advocate Madison Mohns presents three leadership principles to embrace technological progress while prioritizing your coworkers' well-being — paving the way for a future where AI enhances human potential.
🌐Page on TED.com
#AI #ethics #work #computers #machine_learning
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👁How to govern AI — even if it's hard to predict
🧠Helen Toner
🗣Subtitle: 🇬🇧English
👣No one truly understands AI, not even experts, says Helen Toner, an AI policy researcher and former board member of OpenAI. But that doesn't mean we can't govern it. She shows how we can make smart policies to regulate this technology even as we struggle to predict where it's headed — and why the right actions, right now, can shape the future we want.
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#AI #technology #policy #machine_learning #computers #future #innovation
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🧠Helen Toner
🗣Subtitle: 🇬🇧English
👣No one truly understands AI, not even experts, says Helen Toner, an AI policy researcher and former board member of OpenAI. But that doesn't mean we can't govern it. She shows how we can make smart policies to regulate this technology even as we struggle to predict where it's headed — and why the right actions, right now, can shape the future we want.
🌐Page on TED.com
#AI #technology #policy #machine_learning #computers #future #innovation
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👁With AI, anyone can be a coder now
🧠Thomas Dohmke
🗣Subtitle: 🇬🇧English
👣What if you could code just by talking out loud? GitHub CEO Thomas Dohmke shows how, thanks to AI, the barrier to entry to coding is rapidly disappearing — and creating software is becoming as simple (and joyful) as building LEGO. In a mind-blowing live demo, he introduces Copilot Workspace: an AI assistant that helps you create code when you speak to it, in any language.
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#technology #code #tech #innovation #AI #future #education #software #computers
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🧠Thomas Dohmke
🗣Subtitle: 🇬🇧English
👣What if you could code just by talking out loud? GitHub CEO Thomas Dohmke shows how, thanks to AI, the barrier to entry to coding is rapidly disappearing — and creating software is becoming as simple (and joyful) as building LEGO. In a mind-blowing live demo, he introduces Copilot Workspace: an AI assistant that helps you create code when you speak to it, in any language.
🌐Page on TED.com
#technology #code #tech #innovation #AI #future #education #software #computers
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👁12 predictions for the future of technology
🧠Vinod Khosla
🗣Subtitle: 🇬🇧English
👣Techno-optimist Vinod Khosla believes in the world-changing power of "foolish ideas." He offers 12 bold predictions for the future of technology — from preventative medicine to car-free cities to planes that get us from New York to London in 90 minutes — and shows why a world of abundance awaits.
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#technology #future #AI #computers #machine_learning #innovation
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🧠Vinod Khosla
🗣Subtitle: 🇬🇧English
👣Techno-optimist Vinod Khosla believes in the world-changing power of "foolish ideas." He offers 12 bold predictions for the future of technology — from preventative medicine to car-free cities to planes that get us from New York to London in 90 minutes — and shows why a world of abundance awaits.
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#technology #future #AI #computers #machine_learning #innovation
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👁Entertainment is getting an AI upgrade
🧠Kylan Gibbs
🗣Subtitle: 🇬🇧English
👣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 new worlds of possibility.
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#AI #computers #engineering #artificial_intelligence #storytelling #Ideas #gaming
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🧠Kylan Gibbs
🗣Subtitle: 🇬🇧English
👣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 new worlds of possibility.
🌐Page on TED.com
#AI #computers #engineering #artificial_intelligence #storytelling #Ideas #gaming
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👁Why AI needs a "nutrition label"
🧠Kasia Chmielinski
🗣Subtitle: 🇬🇧English
👣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.
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#AI #technology #machine_learning #data #computers #software #policy
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🧠Kasia Chmielinski
🗣Subtitle: 🇬🇧English
👣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.
🌐Page on TED.com
#AI #technology #machine_learning #data #computers #software #policy
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👁Quantum computers aren't what you think — they're cooler
🧠Hartmut Neven
🗣Subtitle: 🇬🇧English
👣Quantum computers obtain superpowers by tapping into parallel universes, says Hartmut Neven, the founder and lead of Google Quantum AI. He explains how this emerging tech can far surpass traditional computers by relying on quantum physics rather than binary logic, and shares a roadmap to build the ultimate quantum computer. Learn how this fascinating and powerful tech can help humanity take on seemingly unsolvable problems in medicine, sustainable energy, AI, neuroscience and more.
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#quantum #computers #technology #science #innovation #AI #neuroscience #sustainability #medicine
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🧠Hartmut Neven
🗣Subtitle: 🇬🇧English
👣Quantum computers obtain superpowers by tapping into parallel universes, says Hartmut Neven, the founder and lead of Google Quantum AI. He explains how this emerging tech can far surpass traditional computers by relying on quantum physics rather than binary logic, and shares a roadmap to build the ultimate quantum computer. Learn how this fascinating and powerful tech can help humanity take on seemingly unsolvable problems in medicine, sustainable energy, AI, neuroscience and more.
🌐Page on TED.com
#quantum #computers #technology #science #innovation #AI #neuroscience #sustainability #medicine
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👁Sitting all day is killing you — here's what to do about it
🧠Manoush Zomorodi
🗣Subtitle: 🇬🇧English
👣You've heard that too much time online is bad for your mental health, but what is it doing to your body? In this energizing talk, journalist and author Manoush Zomorodi explains how tech habits (including sitting all day) affect your physical health, from making you feel exhausted to raising rates of chronic illness. With early results from a 20,000-person experiment, she shares a practical solution to go from "wired and tired" to feeling healthier and more productive.
🌐Page on TED.com
#health #technology #exercise #human_body #personal_growth #computers
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🧠Manoush Zomorodi
🗣Subtitle: 🇬🇧English
👣You've heard that too much time online is bad for your mental health, but what is it doing to your body? In this energizing talk, journalist and author Manoush Zomorodi explains how tech habits (including sitting all day) affect your physical health, from making you feel exhausted to raising rates of chronic illness. With early results from a 20,000-person experiment, she shares a practical solution to go from "wired and tired" to feeling healthier and more productive.
🌐Page on TED.com
#health #technology #exercise #human_body #personal_growth #computers
💡Join to get more TED Talks: @DailyTED1