The TED AI Show: How open-source AI will reshape power dynamics in tech w/ Hugging Face CSO Thomas Wolf

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Understanding the Elegant Math Behind Modern Machine Learning 1:14:43

منذ 9 أيام1:14:43

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1:14:43

Artificial intelligence is evolving at an unprecedented pace—what does that mean for the future of technology, venture capital, business, and even our understanding of ourselves? Award-winning journalist and writer Anil Ananthaswamy joins us for our latest episode to discuss his latest book Why Machines Learn: The Elegant Math Behind Modern AI . Anil helps us explore the journey and many breakthroughs that have propelled machine learning from simple perceptrons to the sophisticated algorithms shaping today’s AI revolution, powering GPT and other models. The discussion aims to demystify some of the underlying mathematical concepts that power modern machine learning, to help everyone grasp this technology impacting our lives–even if your last math class was in high school. Anil walks us through the power of scaling laws, the shift from training to inference optimization, and the debate among AI’s pioneers about the road to AGI—should we be concerned, or are we still missing key pieces of the puzzle? The conversation also delves into AI’s philosophical implications—could understanding how machines learn help us better understand ourselves? And what challenges remain before AI systems can truly operate with agency? If you enjoy this episode, please subscribe and leave us a review on your favorite podcast platform. Sign up for our newsletter at techsurgepodcast.com for exclusive insights and updates on upcoming TechSurge Live Summits. Links: Read Why Machines Learn, Anil’s latest book on the math behind AI https://www.amazon.com/Why-Machines-Learn-Elegant-Behind/dp/0593185749 Learn more about Anil Ananthaswamy’s work and writing https://anilananthaswamy.com/ Watch Anil Ananthaswamy’s TED Talk on AI and intelligence https://www.ted.com/speakers/anil_ananthaswamy Discover the MIT Knight Science Journalism Fellowship that shaped Anil’s AI research https://ksj.mit.edu/ Understand the Perceptron, the foundation of neural networks https://en.wikipedia.org/wiki/Perceptron Read about the Perceptron Convergence Theorem and its significance https://www.nature.com/articles/323533a0…

منذ عام واحد 40:11

MP3•منزل الحلقة

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

Hosted on Acast. See acast.com/privacy for more information.

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#Tech #TED Tech

The TED AI Show: How open-source AI will reshape power dynamics in tech w/ Hugging Face CSO Thomas Wolf

TED Tech

published منذ عام واحد

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Hosted on Acast. See acast.com/privacy for more information.

202 حلقات

#Tech #TED Tech

Minden epizód

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How AI is saving billions of years of human research time | Max Jaderberg 19:15

منذ 1 day19:15

19:15

Can AI compress the years long research time of a PhD into seconds? Research scientist Max Jaderberg explores how “AI analogs” simulate real-world lab work with staggering speed and scale, unlocking new insights on protein folding and drug discovery. Drawing on his experience working on Isomorphic Labs' and Google DeepMind's AlphaFold 3 — an AI model for predicting the structure of molecules — Jaderberg explains how this new technology frees up researchers' time and resources to better understand the real, messy world and tackle the next frontiers of science, medicine and more. Hosted on Acast. See acast.com/privacy for more information.…

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Is AI progress stuck? | Jennifer Golbeck 14:57

منذ 8 أيام14:57

14:57

Will progress in artificial intelligence continue to accelerate, or have we already hit a plateau? Computer scientist Jennifer Golbeck interrogates some of the most high-profile claims about the promises and pitfalls of AI, cutting through the hype to clarify what's worth getting excited about — and what isn't. After the talk, Modupe reminds us that AI is a tool and it's our responsibility to use it wisely. Hosted on Acast. See acast.com/privacy for more information.…

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How to embrace – and challenge – the idea of “beauty” in the technological age (w / Elise Hu) | How to Be a Better Human 34:01

منذ 15 يومًا34:01

34:01

Humans have always been captivated by beauty, and for almost as long, we’ve been marketed products and new technologies to help us achieve certain beauty standards. Elise Hu is a journalist and the author of “Flawless: Lessons in looks and culture from the K-beauty industry.” In this episode of How to Be a Better Human, another podcast from the TED Audio Collective, Elise shares the fascinating insights she’s learned from years of studying the $10 billion K-beauty industry and the cutting-edge skincare, niche makeup products, and technology that promise to optimize our appearance. Elise and How to Be a Better Human host Chris Duffy talk about the real stakes of placing a premium on our looks, why a more inclusive version of “beauty” is worth pursuing, and how we can both enjoy and push back against the very human desire to feel beautiful. For the full text transcript, visit go.ted.com/BHTranscripts Get more How to Be a Better Human wherever you are listening to this. Hosted on Acast. See acast.com/privacy for more information.…

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Can AI master the art of humor? | Bob Mankoff 13:40

منذ 22 يومًا13:40

13:40

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. Hosted on Acast. See acast.com/privacy for more information.

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How AI could hack democracy | Lawrence Lessig 22:21

منذ 29 يومًا22:21

22:21

Does AI pose a threat to democracy? Law professor Lawrence Lessig dissects how this emerging technology could influence democratic institutions, warning that we’ve already passed a point (before superintelligence or AGI) that deserves a lot more attention. After the talk, Sherrell reflects on the importance of media literacy and the need to remain vigilant and engaged to defend our democracy. Hosted on Acast. See acast.com/privacy for more information.…

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ReThinking with Adam Grant: Sam Altman on the future of AI and humanity 40:15

منذ 5 weeks40:15

40:15

Sam Altman is the CEO and cofounder of OpenAI, the company behind ChatGPT. He and Adam discuss AI's advances in creativity and empathy, its ethical challenges, and the role of human oversight. Sam and Adam also discuss strategies for adapting to a changing world and their hopes for technology that enhances human progress while maintaining human values. Available transcripts for ReThinking can be found at go.ted.com/RWAGscripts Hosted on Acast. See acast.com/privacy for more information.…

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How a worm could save humanity from bad AI | Ramin Hasani 6:21

منذ 6 weeks6:21

6:21

What if AI could think and adapt like a real brain? TED Fellow and AI scientist Ramin Hasani shares how liquid neural networks — a new, more flexible AI technology inspired by physics and living brains — could transform how we solve complex problems. Hosted on Acast. See acast.com/privacy for more information.…

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A sonic journey through the universe | Felipe Sánchez Luna 12:08

منذ 7 weeks12:08

12:08

In an astounding sonic experience, creative director Felipe Sánchez Luna takes you on a journey through the universe as told in sound. Take a deep breath, listen closely and discover the power of sound to provide you with a new emotional understanding of the world. Hosted on Acast. See acast.com/privacy for more information.…

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The probe on a mission to touch the Sun | Nour E. Rawafi 14:51

منذ 8 weeks14:51

14:51

From its life-sustaining energy to its explosive geomagnetic storms, the Sun has many mysteries, says astrophysicist Nour E. Rawafi. He sheds light on NASA's latest endeavor to better understand our fiery neighbor and its impact on the future of society: sending the cutting-edge Parker Solar Probe deep into the Sun's atmosphere in humanity's closest-ever approach to a star. Hosted on Acast. See acast.com/privacy for more information.…

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ReThinking with Adam Grant: The art of invention with Nathan Myhrvold 27:30

منذ 9 weeks27:30

27:30

This is an episode of ReThinking with Adam Grant, another podcast from the TED Audio Collective. Nathan Myhrvold may be the closest thing we have to a modern-day Renaissance man. A co-founder, inventor, chef, photographer, dinosaur hunter, author, and former Chief Technology Officer at Microsoft, Nathan infuses creativity and innovation in everything he does. Nathan and Adam dive into the science behind the creative process, discussing what it takes to spark imagination and fight groupthink. Nathan also shares his experience working with Stephen Hawking, and why he believes that an idea is only as good as its execution. As an organizational psychologist, Adam Grant believes that great minds don’t think alike; they challenge each other to think differently. In ReThinking with Adam Grant, he has lively discussions and debates with some of the world’s most interesting thinkers, creators, achievers, and leaders —from Lin-Manuel Miranda to Brené Brown to Mark Cuban, and Olympic medalists to Nobel laureates to Oscar winners. By diving inside their minds, Adam is on a mission to uncover bold insights and share surprising science that can make us all a little bit smarter. Tune in to Re: Thinking with Adam Grant. You might just be inspired to let go of some old ideas and embrace some new ones. Listen to ReThinking with Adam Grant wherever you are listening to this. Available transcripts for ReThinking can be found at go.ted.com/RWAGscripts Hosted on Acast. See acast.com/privacy for more information.…

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The growing megafire crisis — and how to contain it | George T. Whitesides 14:17

منذ 10 weeks14:17

14:17

Megafires, or fires that burn more than 100,000 acres, are becoming more frequent worldwide, wreaking havoc on landscapes and communities — and fire experts say the problem is only going to get worse. George T. Whitesides is focused on fighting these devastating natural disasters through innovative technologies and intentional changes to how we build communities. This week we're revisiting an episode where he presents three emerging solutions to this blazing dilemma, calling for us to redefine our relationship with fire in order to build a more resilient and sustainable future. After the talk, Sherrell highlights the importance of looking to Indigenous practices when it comes to curbing wildfires. Hosted on Acast. See acast.com/privacy for more information.…

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Fixable: Why is Amazon dragging its employees back into the office? 21:58

منذ 11 weeks21:58

21:58

This is an episode of Fixable, another podcast from the TED Audio Collective. The evidence is clear that hybrid work is good for both people and organizations. So why are companies as big as Amazon now asking employees to come into the office all five days of the work week? Could “magical hallway conversations” actually make teams better — or is this a leadership play based on nostalgia and wishful thinking? In this provocative "Unsolicited Advice" episode, Anne Morriss and Frances Frei debate what Amazon’s new return-to-office mandate means for the company’s future. Frances Frei is a Harvard Business professor. Anne Morriss is a CEO and best-selling author. Anne and Frances are two of the top leadership coaches in the world. Oh, did we mention they're also married to each other? On Fixable, Anne and Frances move fast and fix stuff by talking to guest callers about their workplace issues and solving their problems – in 30 minutes or less. Both listeners and guests will receive actionable insights to create meaningful change in the workplace – regardless of their position on the company ladder. You can listen to Fixable wherever you're listening to this. If you want to be on Fixable, call our hotline at 234-Fixable (that's 234-349-2253) to leave Anne and Frances a voicemail with your workplace problem. Hosted on Acast. See acast.com/privacy for more information.…

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The TED AI Show: How AI digital doppelgängers could change the way we communicate w/ Synthesia CEO Victor Riparbelli 50:17

منذ 12 weeks50:17

50:17

As AI technology advances, it’s becoming harder and harder to distinguish between work done by humans and work done by computers. But is AI becoming more human, or are we becoming more digital? Synthesia is a video platform that uses AI to generate lifelike video avatars, further blurring the lines between humans and their digitized lookalikes. In this episode, Bilawal sits down with Synthesia’s CEO, Victor Riparbelli, to discuss the benefits of having your own AI avatar, how companies are using this tool to improve communication, and why media literacy is more important than ever in a world of ever-thinning lines between real and fake. They dissect the risks that come with making this technology available to the public, the strict rules Synthesia has in place to protect their users, and question the ethics of having a digital clone. Tune in to see if you’ll be sending your own AI avatar to your boring meetings in the near future. For transcripts for The TED AI Show, visit go.ted.com/TTAIS-transcripts Hosted on Acast. See acast.com/privacy for more information.…

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Could we replace data centers with … plant DNA? | Cliff Kapono and Keolu Fox 13:35

منذ 12 weeks13:35

13:35

Is it possible to meet the world's seemingly infinite demand for data storage while also caring for the natural environment? Biomedical researcher Keolu Fox and professional surfer and scientist Cliff Kapono believe that Indigenous knowledge combined with the science of genetics may offer such a solution: using the DNA of plant cells (like those found in sugar cane) as mini data warehouses. Learn more about the incredible potential of this technology — and how it could help foster ecosystem resilience in a high-tech world. After the talk, Sherrell reflects on the economic and environmental benefits this technology could reap. Hosted on Acast. See acast.com/privacy for more information.…

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The TED AI Show: Could AI really achieve consciousness? w/ neuroscientist Anil Seth 56:51

منذ 13 weeks56:51

56:51

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 Hosted on Acast. See acast.com/privacy for more information.…

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TED Tech « » The TED AI Show: How open-source AI will reshape power dynamics in tech w/ Hugging Face CSO Thomas Wolf

The TED AI Show: How open-source AI will reshape power dynamics in tech w/ Hugging Face CSO Thomas Wolf

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The TED AI Show: How open-source AI will reshape power dynamics in tech w/ Hugging Face CSO Thomas Wolf