Human brains are often described as computers — machines that are “wired” to make decisions and respond to external stimuli in a way that’s not so different from the artificial intelligence that we increasingly use each day. But the difference between our brains and the computers that drive AI is consciousness – our inner world, defined by experience and awareness. Anil Seth is a professor of cognitive and computational neuroscience at the University of Oxford. He studies human consciousness and he’s concerned about the way we’ve come to think about AI as conscious minds rather than useful tools. Anil and Bilawal sit down to discuss the differences between intelligence and consciousness, the possibility of AI becoming self-aware, and the dangers of assigning human-like traits to our AI assistants. For transcripts for The TED AI Show, visit go.ted.com/TTAIS-transcripts

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Over the last decade, humanitarian organizations have digitized many of their systems, from registering refugees with biometric IDs to transporting cargo via drones. This has helped deliver aid around the world, but it's also brought new risks to the people it's meant to protect. This week we're revisiting a talk by tech and human rights ethicist Aarathi Krishnan who points to the dangers of digitization —  like sensitive data getting into the hands of the wrong people — and lays out five ethical principles to help inform humanitarian tech innovation. After the talk, our host Sherrell shares a practical way to assess the costs and benefits of digitizing aid using Krishnan's principles.

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We’ve had conversations about AI’s online influence on politics, from deepfakes to misinformation. But AI can also have profound effects on hardware – especially when it comes to national security and military capabilities like weapons and stealth technologies. Kathleen Fisher is an office director at DARPA, the Defense Advanced Research Projects Agency tasked with the research and development of emerging technologies for use by the U.S. military. Despite its bureaucratic name, DARPA is anything but conventional – and they’re solving problems that are thrillingly complex. Kathleen shares how her team employs nimble thinking to understand the state of AI across the globe. Then, she and Bilawal discuss the strategies needed to embrace the possibilities –and challenges– of AI now, and what we need to do to build a sustainable future.

For transcripts for The TED AI Show, visit go.ted.com/TTAIS-transcripts 

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In this exclusive preview of groundbreaking, unreleased technology, former Apple designer and Humane cofounder Imran Chaudhri envisions a future where AI enables our devices to "disappear" -- seriously, like one day making a phone call on the palm of your hand. He gives a sneak peek of his company's new product -- shown for the first time ever on the TED stage -- and explains how it could change the way we interact with tech and the world around us. Witness a stunning vision of the next leap in device design. After the talk, Sherrell points to a few potential unintended consequences of sleeker tech.

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The emergence of data-driven mass surveillance "is threatening to turn privacy into a relic of the 20th century," says the anonymous YouTube creator known as Ordinary Things. Meanwhile, state-funded troll farms are spreading disinformation and curating chaos on platforms meant to connect us and revolutionize the way we live. Ordinary Things gives an enlightening account of the internet's strengths and weaknesses, warning that the fight for a free internet is a fight for our collective future.

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When programmer Tiffani Ashley Bell learned that thousands of people in Detroit were facing water shutoffs because they couldn't afford to pay their bills, she decided to take action -- in the simplest, most obvious way possible. It's an inspiring story of how one person with tenacity and an idea can create monumental change -- and a demonstration that each of us can find our own way to help the world, even if it means starting without all the answers.

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Sal Khan, the founder and CEO of Khan Academy, thinks artificial intelligence could spark the greatest positive transformation education has ever seen. He shares the opportunities he sees for students and educators to collaborate with AI tools -- including the potential of a personal AI tutor for every student and an AI teaching assistant for every teacher -- and demos some exciting new features for their educational chatbot, Khanmigo.

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It's 1999, and sixteen years after its original release, a new Star Wars is finally coming. Fans have been camping out in front of theaters across the country just to be the first to see it. The beloved intergalactic saga is set to debut a slew of brand new characters, one of whom is a revolutionary CGI creation named Jar Jar Binks. Whispers begin to spread about big changes coming to the galaxy far, far away – and not everyone’s happy about it.

This is an episode of another podcast from the TED Audio Collective: The Redemption of Jar Jar Binks, hosted by Dylan Marron. If you like what you hear, find The Redemption of Jar Jar Binks wherever you get your podcasts.

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This is an episode from Your Undivided Attention, another podcast from the TED Audio Collective.

At Center for Humane Technology, we want to close the gap between what the world hears publicly about AI from splashy CEO presentations and what the people who are closest to the risks and harms inside AI labs are telling us. We translated their concerns into a cohesive story to heads of institutions and major media organizations in New York, Washington DC, and San Francisco. The talk you're about to hear is the culmination of that work, which is ongoing.

For more Your Undivided Attention, listen wherever you get your podcasts. Your Undivided Attention is produced by the Center for Humane Technology. Follow them on Twitter: @HumaneTech_

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Computer scientist Yejin Choi is here to demystify the current state of massive artificial intelligence systems like ChatGPT, highlighting three key problems with cutting-edge large language models (including some funny instances of them failing at basic commonsense reasoning.) She welcomes us into a new era in which AI is becoming almost like a new intellectual species -- and identifies the benefits of building smaller AI systems trained on human norms and values. (Followed by a Q&A with head of TED Chris Anderson)

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TikTok CEO Shou Chew dives into how the trend-setting video app and cultural phenomenon works -- from what distinguishes its algorithm and drives virality to the challenges of content moderation and digital addiction. In a wide-ranging conversation with head of TED Chris Anderson, he tells stories about the TikTok creators he loves and digs into thorny issues like data privacy and government manipulation -- as well as speaking personally about his commitment to inspiring creativity and building community. After the talk, Sherrell delves a little deeper into the implications of TikTok’s presence is society.

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In a talk from the cutting edge of technology, OpenAI cofounder Greg Brockman explores the underlying design principles of ChatGPT and demos some mind-blowing, unreleased plug-ins for the chatbot that sent shockwaves across the world. After the talk, head of TED Chris Anderson joins Brockman to dig into the timeline of ChatGPT's development and get Brockman's take on the risks, raised by many in the tech industry and beyond, of releasing such a powerful tool into the world.

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The universe that we know, with its luminous stars and orbiting planets, is largely made up of elements we can't actually see -- like dark energy and dark matter -- and therefore don't fully understand. Theoretical physicist Chanda Prescod-Weinstein takes us inside the search for this cosmos-shaping invisible matter and explains how, with the help of a new generation of telescopes, we could be closer to demystifying it than ever before. "The universe is more queer and fantastical than it looks to the naked eye," she says. After the talk, our host Sherrell talks about the importance of inclusivity when it comes to who gets credit for technological advances.
(If you want to hear more from Prescod-Weinstein, check out her episode on "The TED Interview" podcast wherever you're listening to this.)

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Stars have cores hot and dense enough to force atomic nuclei together, forming larger, heavier nuclei in a process known as fusion. In this process, the mass of the end products is slightly less than the mass of the initial atoms. But that “lost” mass doesn’t disappear — it’s converted to energy ... a lot of energy. So, can we harness this energy to power the world? George Zaidan investigates. This TED-Ed lesson was directed by Igor Ćorić, Artrake Studio, narrated by George Zaidan and the music is by Cem Misirlioglu and Brooks Ball.

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Ginni Rometty rose through the ranks at IBM to become their first female CEO. After leading the iconic tech company from 2012 to 2020, Ginni chronicled the experiences and lessons learned in her memoir, “Good Power.” In a candid conversation at the Authors@Wharton series, Ginni talks with Adam about cultivating and harnessing influence, leading change through highlighting what will stay the same, and her cautious optimism about the future of AI. For episodes on the psychology of the world's most interesting minds, follow ReThinking wherever you're listening to this. Transcripts for ReThinking are available at go.ted.com/RWAGscripts.

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What happens when the data-driven capabilities of AI are combined with human creativity and ingenuity? Shining a light on the opportunities this futuristic collaboration could bring to the workplace, AI expert Shervin Khodabandeh shares how to redesign companies so that people and machines can learn from each other. Hear more after the episode from our new host, Sherrell Dorsey, on the potential promises (and pitfalls) of AI-work integration.

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Buildings are bad news for the climate -- but they don't have to be. While our structures are currently responsible for a third of global energy consumption and emissions, a future where they create more energy than they consume is possible. Energy policy analyst Ksenia Petrichenko has a three-tiered strategy for thinking differently about buildings, transforming them from passive users to active players in the energy system and bringing us closer to our climate targets.

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Nai’a is a product operations manager at an education technology company that has gone through a major restructuring. With a shifting team and a brand new manager, she struggles to make sure her colleagues recognize the value of her work and what she needs to continue achieving success in her role. Anne and Frances help Nai’a reframe her mindset to be around approaching the situation with curiosity rather than judgment, effectively communicating her needs, and seeing her manager as a collaborator. This is an episode of Fixable, another podcast from the TED Audio Collective. You can follow Fixable wherever you are listening to this.

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To prevent global warming, we need to drastically reduce pollution. After that, we need to trap as much excess carbon dioxide from the air as possible. Enter Orca, the world's first large-scale direct air capture and storage plant, built in Iceland by the team at Climeworks, led by climate entrepreneur Jan Wurzbacher. With affordability and scalability in mind, Wurzbacher shares his vision for what comes after Orca, the future of carbon removal tech -- and why these innovations are crucial to stop climate change. After the talk, Sherrell shares examples of trailblazing companies and researchers that are supporting the shift towards less pollution by using tech to turn CO2 into soil nutrients and make eco-friendly gasoline.

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Love him or hate him, ever since his debut in Star Wars Episode 1, Jar Jar Binks has been one of the most divisive characters in movie history. And the backlash against him? It almost destroyed the man who played him. Host Dylan Marron goes back in time to learn what we got wrong about Jar Jar the first time around. Coming June 28 from the TED Audio Collective. Subscribe wherever you get your podcasts or visit
tedtalks.social/415I7SZ

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More than a decade ago, roboticist Dennis Hong debuted a new generation of cutting-edge robots. Now he's back to reveal how his lab at UCLA has eclipsed its own achievements with a fleet of wildly advanced and delightful humanoid robots. Part demo, part time capsule, part glance into the future, Hong brings you into the excitement and potential of the next evolution in robotics engineering.

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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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What are the planets outside our solar system like? Astrophysicist and TED Fellow Jessie Christiansen has helped find thousands of them (and counting), and the variety is more wonderful and wild than you might imagine. She shares details on the trends emerging from the data -- including the intriguing possibility of "super-Earths" -- and what the discovery of exoplanets means for existential questions like: Where do we come from, and how did we get here?

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The internet provides access to knowledge for billions across the world, but how accessible is it really? Website accessibility advocate Clive Loseby sheds light on why many parts of the web are closed off to those with disabilities -- and lays out some steps to make being online better for everyone. After the talk, Sherrell shares practical examples on how to increase web accessibility for all users.

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Many people associate innovation with secrecy—privately toiling away on a project until you're ready to share it with the world. While that may work for some, there's a benefit to putting all your cards on the table. Bilawal sits down for a conversation with Thomas Wolf, whose company Hugging Face pivoted from privately building an AI chatbot to sharing all of its knowledge with a growing online community. Thomas discusses the history of Hugging Face, why embracing open source development has shifted the trajectory of AI, and how open source can challenge existing power structures in the AI world. For transcripts for The TED AI Show, visit go.ted.com/TTAIS-transcripts  

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For millennia, humans have debated the mind, body, spirit connection. But today, the phrase sounds trite -- a hallmark of the #selfcare industry. We need fresh perspectives on how we think, move, and feel. Physician and entrepreneur Tom Oxley asks: what if you could control a device, not with your hand, but with your mind? Tune in to hear about the implantable brain-computer interface that could revolutionize the way we communicate. This is part of an episode of the TED Radio Hour with NPR, another podcast in the TED Audio Collective. For more of this episode, the rest of the Mind, Body, Spirit series, and more find and follow the TED Radio Hour wherever you’re listening to this.

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Is crypto truly the next big thing, or is it just a money-sucking flash in the pan? In a wide-ranging interview, journalist Laura Shin explains what crypto is (and what it definitely isn't), taking us through the most recent turns in its constantly evolving story -- including the recent meltdown caused by the bankruptcy of FTX. This conversation, hosted by TED tech curator Simone Ross, was part of an exclusive TED Membership event on November 30, 2022. Visit ted.com/membership to become a TED Member.

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Remote work, while redefining the workplace landscape, seems stuck behind endless video conference calls that hinder free-flowing conversation and collaboration. In the 21st century, is that really the best we can do? Digital anthropologist Josephine Eyre makes the case for embracing the metaverse as an immersive meeting place that could help reignite creativity and communication.

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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 possibility of creating human-compatible technology. This TED-Ed lesson was directed by Christoph Sarow, AIM Creative Studios and narrated by George Zaidan and Stuart Russell, music by André Aires.

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It's time to give paper passports a digital upgrade, says entrepreneur Karoli Hindriks. Looking to Estonia's technology-driven government for inspiration, she envisions a world where immigration is no longer hindered by bureaucracy and needless repetition. Travel with her to a future beyond borders where universal digital passports replace paper ones -- and where outdated systems stop wasting our time and money.

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What if your car could drop you off and then find parking by itself? According to electric vehicle entrepreneur Freeman H. Shen, this technology already exists. He shares his vision for a future where AI-powered electric vehicles will solve many of the problems cars currently cause, like smog, traffic congestion, accidents and, yes, endlessly circling the block looking for somewhere to park.

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This week on TED Tech we’re excited to introduce TED’s newest podcast, Good Sport, hosted by veteran sports producer Jody Avirgan. What can sports teach us about life – and each other? Good Sport brings you invigorating stories from on and off the field to argue that sports are as powerful and compelling a lens as any to understand the world – from what happens when you age out of a sport, to how we do or don't nurture talent, to analyzing how sports arguments have become the mode for all arguments. Good Sport launched on February 8th and you can find it anywhere you’re listening to this. TED Audio Collective+ subscribers on Apple Podcasts can hear the whole season early and ad-free.

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As the line between the physical and digital worlds blur, so does the line between real-world and virtual sports. Reframing our understanding of competition, data-driven technologist James Hodge explains how far esports (like virtual Formula 1 race car driving) have come in replicating the conditions of physical sports, making elite competition more accessible than ever before. "This really is the new era for play -- and it's open to everyone," he says.

This week, the TED Audio Collective is releasing a bunch of great episodes about sports, in celebration of the launch of a new podcast: Good Sport with Jody Avirgan. It’s a show that takes sports seriously, as the best way to understand humans and our world. Check it out wherever you’re listening to this.

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Imagine a boat that propels by moving its "tail" from side to side, just like a fish. That's the kind of machine that TED Fellow Robert Katzschmann's lab builds: soft-bodied robots that imitate natural movements with artificial, silent muscles. He lays out his vision for machines that take on mesmerizing new forms, made of softer and more lifelike materials -- and capable of discovering unknown parts of the world.

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How do we make historically exclusive fields like classical music, fine arts or academic research more accessible to everyone? Education equalizer and violist Matthew Garcia thinks one way to remove barriers is to create free, virtual education programs that connect talented young minds to the resources they need to thrive in their future careers. Learn more about the power of virtual nonprofits to overcome geographic borders and deliver opportunity -- and how you can help every kid reach their dreams.

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“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 created through generative AI — and explores how it could reconnect families or even enhance cognitive abilities.

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In 1967, Homer Loutzenheuser flipped a switch and connected the power grids of the United States, forming one interconnected machine. Today, the US power grid is the world's largest machine, containing more than 7,300 electricity-generating plants. So how exactly do these power plants work? Henry Richardson digs into the delicate balancing act of how power grids supply us energy. This TED-Ed lesson was directed by Anna Benner, narrated by Jack Cutmore-Scott and the music by Raphael Tschernuth.

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Nearly fifteen percent of the world's population lives with a disability, yet this massive chunk of humanity is still routinely excluded from opportunities. Sharing her experience growing up with an autistic sister, disability inclusion advocate Meghan Hussey illuminates the path towards an inclusive future in four steps, and it starts with an attitude check on assumptions and stereotypes. Designing a world built for everyone is not a "nice to have," Hussey says -- it's critical to the fabric of society. After the talk, Sherrell expands upon how tech that's designed with disability in mind can make for a more thoughtful world.

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If you think social media is powerful, keep an eye on immersive video games, says futurist Noah Raford. As more and more people are drawn into gaming and virtual worlds, the communities they forge are spawning real-world social movements. Raford urges us to recognize what's really going on -- and then harness those forces to build the future we want. After the talk, our host Sherrell paints a picture of how physical spaces could be shaped by augmented reality.

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This week on TED Tech we are revisiting a talk by digital public servant Amanda Renteria. Millions of people who rely on government welfare services are often discouraged from seeking them out, frustrated by long lines and unnecessarily complicated processes. At Code for America, Renteria is helping develop human-centered technology that "respects you from the start, meets you where you are and provides an easy, positive experience." She details the four factors that hinder effective delivery of government benefits and explains Code for America's plan to bring user-centric, digital-first social services to more than 13 million Americans and unlock 30 billion dollars in benefits for low-income families. (This ambitious plan is a part of the Audacious Project, TED's initiative to inspire and fund global change.)

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When it comes to social media risk, there is reason to hope for consensus. Center for Humane Technology co-founder Tristan Harris recently helped launch a new initiative called the Council for Responsible Social Media (CRSM) in Washington, D.C. It’s a coalition between religious leaders, public health experts, national security leaders, and former political representatives from both sides - people who just care about making our democracy work. During this event, Tristan sat down with Facebook whistleblower Frances Haugen, to discuss the harm caused to our mental health and global democracy when platforms lack accountability and transparency—and identified actions that platforms could take TODAY to make these spaces safer.

This is an episode of Your Undivided Attention, another podcast in the TED Audio Collective. For more episodes, follow the podcast wherever you're listening to this.

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Mass surveillance is worse than you think, but the solutions are simpler than you realize, says lawyer, technologist and TED Fellow Albert Fox Cahn. Breaking down the crude tactics law enforcement uses to sweep up massive amounts of data collected about us by our everyday tech, he lays out how new legal firewalls can protect the public from geofence warrants and other surveillance abuses -- and how we might end the looming dystopia of mass surveillance. After the talk, our host Sherrell discusses why laws and technology need to work hand in hand.

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What if you could create new music using your favorite musician's voice? Sharing her melodic gifts with the world, multidisciplinary artist Holly Herndon introduces Holly+, an AI-powered instrument that lets people sing with her own voice. Musician Pher joins her onstage to demonstrate this mind-blowing tech while singing into two microphones -- one that amplifies his natural voice and another that makes him sound just like Holly. Following the talk, Sherrell delves into the exciting promise of this technology -- while also highlighting potentially insidious applications to watch out for.

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In this perspective-shifting talk, energy researcher Rose M. Mutiso makes the case for prioritizing Africa's needs with what's left of the world's carbon budget, to foster growth and equitably achieve a smaller global carbon footprint. After the talk, our host Sherrell expands upon the ways some nations have been historically neglected when it comes to climate adaptive technologies and shares commentary from climate tech founder Donnel Baird on advocating for underserved communities.

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As climate change accelerates, finding clean alternatives to fossil fuels is more urgent than ever. Social entrepreneur Vaitea Cowan believes green hydrogen is the answer. Watch as she shares her team's work mass producing electrolyzers -- devices that separate water into its molecular components: hydrogen and oxygen -- and shows how they could help make green, carbon-free fuel affordable and accessible for everyone. "This is how we end the fossil fuel era," Cowan says. Following the talk, Sherrell asks some crucial questions about how green hydrogen might realistically be adopted in the marketplace.

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What does it take to be a pro gamer? Esports expert William Collis charts the rise of the multibillion-dollar competitive gaming industry and breaks down three skills needed to master video games like Fortnite, League of Legends and Rocket League. And watch out, Collis says: these skills can set you up for crushing it at work, too. After the talk, Sherrell expands upon how gaming transcends online spaces and could pave the road to real-world leadership.

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From vetting resumes to screening candidates, many employers are using AI tools to identify top talent. But what happens when companies start relying on AI to help them decide who to hire or promote…and who to fire? Bilawal speaks with journalist Hilke Schellmann, whose research on the rapidly growing use of AI in the workplace highlights where algorithms are helping – and hurting – business. Hilke shares the surprising (and not surprising) ways AI works in the hiring process, and argues that transparency, regulation, and oversight are essential if AI is going to actually benefit employees and employers. For transcripts for The TED AI Show, visit go.ted.com/TTAIS-transcripts  

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In the multitude of metaverses that exist there are infinite possibilities for inclusivity and creativity. Inviting us to craft our own digital universes, Minecraft's game director Agnes Larsson shares how the experience of building and sharing metaverses can foster dialogue, friendship and trust -- pointing to the meaningful impact virtual worlds can have on the real world. Following the talk, Sherrell explores how these safer metaverses have the power to spill beyond the digital realm and positively impact our entire society.

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Could DAOs, or "decentralized autonomous organizations," be the key to building the next great city? Experimental urbanist Scott Fitsimones shares how these mission-driven, blockchain-governed, collectively owned organizations could increase the speed and efficiency of building cities (among many other applications) -- all while pooling decision-making power in a radically collaborative way. Hear about how he started a "crypto co-op" that bought 40 acres of land in Wyoming and learn more about the potential for DAOs to get things done in the future. After the talk, our host Sherrell shares some crucial questions that should be asked when it comes to making this techno-future accessible to everyone.

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Growing up in the public eye, multi-hyphenate creator Bryce Dallas Howard experienced the familiar pressure to share her life with the world on social media. But with her mother's steadfast guidance, Howard learned to set personal boundaries and savor the beauty of private moments. In this personal talk, she draws on three generations of family wisdom to remind us that "a private life makes a public life worth living." After the talk, our host Sherrell dives into some of the dangers of oversharing on social media.

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