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What’s next for data-driven medicine - and what AI-powered innovation needs now: insitro CEO Daphne Koller
Manage episode 445644670 series 1302578
The World Economic Forum and World Economic Forum에서 제공하는 콘텐츠입니다. 에피소드, 그래픽, 팟캐스트 설명을 포함한 모든 팟캐스트 콘텐츠는 The World Economic Forum and World Economic Forum 또는 해당 팟캐스트 플랫폼 파트너가 직접 업로드하고 제공합니다. 누군가가 귀하의 허락 없이 귀하의 저작물을 사용하고 있다고 생각되는 경우 여기에 설명된 절차를 따르실 수 있습니다 https://ko.player.fm/legal.
Daphne Koller is an AI pioneer, MacArthur fellow, member of the National Academy of sciences and the founder and CEO of drug discovery and development company insitro. She’ll talk about how attitudes surrounding AI have evolved in her multi-decade career and what's ahead - including how technology is reshaping drug discovery, paving the way for more targeted treatments for the patients who can benefit most. But maximizing AI-powered innovation will depend on better investments in data aggregation, quality and collection and navigating hype cycles that can distract from real impact. This academic-turned-entrepreneur will also share how founding insitro (and a previous company, Coursera) helped her expand her leadership and management skills, all while driving home the importance of shaping a company culture. At insitro, this focus building a culture that works for unique needs led to a special ‘helix’ inspired-structure that helps discovery biologists, automation engineers and others in the company's cross-functional teams keep communication flowing, problem solve, and prevent the siloes that can hold true innovation back. Transcript: Insitro: Top Ten Technologies of 2024:
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555 에피소드
Manage episode 445644670 series 1302578
The World Economic Forum and World Economic Forum에서 제공하는 콘텐츠입니다. 에피소드, 그래픽, 팟캐스트 설명을 포함한 모든 팟캐스트 콘텐츠는 The World Economic Forum and World Economic Forum 또는 해당 팟캐스트 플랫폼 파트너가 직접 업로드하고 제공합니다. 누군가가 귀하의 허락 없이 귀하의 저작물을 사용하고 있다고 생각되는 경우 여기에 설명된 절차를 따르실 수 있습니다 https://ko.player.fm/legal.
Daphne Koller is an AI pioneer, MacArthur fellow, member of the National Academy of sciences and the founder and CEO of drug discovery and development company insitro. She’ll talk about how attitudes surrounding AI have evolved in her multi-decade career and what's ahead - including how technology is reshaping drug discovery, paving the way for more targeted treatments for the patients who can benefit most. But maximizing AI-powered innovation will depend on better investments in data aggregation, quality and collection and navigating hype cycles that can distract from real impact. This academic-turned-entrepreneur will also share how founding insitro (and a previous company, Coursera) helped her expand her leadership and management skills, all while driving home the importance of shaping a company culture. At insitro, this focus building a culture that works for unique needs led to a special ‘helix’ inspired-structure that helps discovery biologists, automation engineers and others in the company's cross-functional teams keep communication flowing, problem solve, and prevent the siloes that can hold true innovation back. Transcript: Insitro: Top Ten Technologies of 2024:
…
continue reading
555 에피소드
모든 에피소드
×Cuts to aid budgets are having a huge impact on the delivery of healthcare in Africa, the Forum's Lora du Moulin tells Radio Davos. And the head of Africa Centres for Disease Control and Prevention, Jean Kaseya, says why tech and regional collaboration give him hope for the future of the continent and the health of its people. Links: World Economic Forum Centre for Health and Healthcare: Africa Centres for Disease Control and Prevention: Regionalized Vaccine Manufacturing Collaborative: Check out all our podcasts on : - : - : - : Join the :…

1 Bridging the gap in women's health research, policy and innovation: Kearney 21:10
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Women's health is under-researched and under-funded, leading women to live longer in poor health than men. However, tackling this gap can boost lifespans and GDP, a fact Paula Bellostas Muguerza understands well. This global head of healthcare and life sciences at consulting firm Kearney, discusses the role that policy and collaboration can play in creating incentives for real change, and driving awareness and education. She'll talk about [w]Health, a special platform she helped found that has grown into a community of 350 organizations sharing best practices to bridge gaps and what leaders can do to make change happen for their own organizations. About this episode: Kearney: [w]Health: Prescription for Change: Policy Recommendations for Women’s Health Research: Related podcasts: How bridging design gaps in science and tech can tackle gender bias: Tackling these surprising blindspots can bridge gender gaps in health, opportunity and more:…
Humans rely on the ocean, not just for food, but for industries such as shipping, telecommunications, and renewable energy - as well as its vital role in absorbing carbon and regulating the climate. Is there a way to make our interactions with the ocean beneficial to the ecosystems? Alfredo Giron, head of Friends of Ocean Action, believes 'Marine Prosperity Areas' could do just that. Links: Friends of Ocean Action: Ocean Action Agenda: Marine Prosperity Areas: Related episodes: Check out all our podcasts on : - - : - : - : Join the :…

1 We’re ‘losing the war’ on modern slavery: What business leaders can do - HPE’s John Schultz 33:28
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Slavery is not a problem cast to the annals of history. Modern slavery and forced labour are hidden in plain sight, found everywhere from nail salons to pristine factories, impacting 50 million people worldwide. Hewlett Packard Enterprise’s John Schultz explains more about this worsening problem and how it impacts economies and communities. He also explains how data and artificial intelligence are being leveraged in new ways to draw insights from sources such as from shipping reports, photos, supply chain data and victim impact statements to tackle this issue in a way that’s never been possible before. He shares the collaborations in place that are broadening data pools and the simple question business leaders must ask to dig deeper into their own firms to make real change possible. This interview was recorded in at the Annual Meeting in Davos Switzerland, January 2025. About this episode: HPE: About the World Economic Forum’s Global Data Partnership Against Forced Labour: Photographer Lisa Kristine: About this podcast:Transcript: Related Podcasts:What most people get wrong about progress: Harvard psychologist Steven Pinker: Understanding the housing affordability crisis - and what’s needed to fix it: Habitat for Humanity CEO:…

1 Stock markets and supermarkets: how business is deploying AI 1:02:37
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In the second of our series looking at how AI is being deployed across industry sectors, we look at financial services and consumer goods, with the head of London Stock Exchange Group and the chief strategy and transformation officer at PepsiCo. Guests: David Schwimmer, CEO, LSEG Athina Kanioura, Chief Strategy and Transformation Officer, PepsiCo Drew Propson, Head, Technology and Innovation in Financial Service, World Economic Forum Zara Ingilizian, Head, Consumer Industries, World Economic Forum Reports: Artificial Intelligence in Financial Services: Transforming Consumer Industries in the Age of AI: Previous episodes in this series: Check out all our podcasts on : - - : - : - : Join the :…

1 "Pause reality" - portrait maker Platon on photography, power and AI 58:40
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Platon has photographed the most famous and powerful people of recent times, but his latest book is portraits of human rights activists, the poor and oppressed. In this interview, first published on Meet the Leader, he talks about the enduring power of photography in the age of AI, and why the most powerful people are often the most scared. This interview was first published on Meet the Leader. Watch it here: Read more: "Learn first, judge later" – photographer Platon on making portraits of dictators and the downtrodden: Related podcasts: Check out all our podcasts on : - - : - : - : Join the :…

1 ‘I’ll show you a real leader’ - Platon, the photographer of power, on finding humanity in all of us 58:08
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Platon has made over 20 Time magazine covers with his portraits of people like Donald Trump, Bill Clinton, Barack Obama, George Clooney, Silvio Berlusconi, Mohammed Ali, Adele and Sinead O'Connor. But he has also photographed people who are the opposite of famous and powerful - and recently published a book called The Defenders: Heroes of the Global Fight for Human Rights - which contains work done over 15 years around the world telling the stories of refugees and other oppressed people. He tells us what makes a true leader, and how the meaning of a photograph can change over time, and depending on who is looking at it. About this episode: Platon is a World Economic Forum Cultural Leader Transcript: Related Podcasts: Meet The Leader - Adam Grant: Future leaders won't succeed without this key trait Ballerina Misty Copeland: Unlocking potential and a leader’s most ‘vital’ role:…

1 Happy workplaces make profitable business (and what that means for WFH) 31:28
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Are you happy at work? And if so, do you think that helps you do the job better? Jan-Emmanuel de Neve, Professor of Economics and Behavioural Science at the University of Oxford’s Saïd Business School thinks so - and says he has the real-world evidence - from companies and millions of employees to prove it. He also says there is evidence that companies with a happy workforce will perform better for shareholders. And he answers the question - does that mean working from home is best, or should we all go back to the office? Links: Thriving Workplaces: How Employers can Improve Productivity and Change Lives: Future of Jobs Report 2025: Why Workplace Wellbeing Matters: Related podcasts: : : Check out all our podcasts on : - - : - : - : Join the :…

1 The 'triple strength' leaders must develop to drive a sustainable future: OMV CEO 35:17
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How can we live more sustainably? OMV's Alfred Stern takes us through the big innovations the Austrian energy and chemicals company has in progress, including a geothermal heating project that will help to decarbonise Vienna by 2040. But he also shares the bigger tactical pieces that must be in place for real change, from updating mundane practices like permitting to continually educating staff (from execs to those in the field) on topics like measuring methane and ways to curb emissions. This former research scientist who got his start in academia also shares what his background taught him about the difference between inventing and innovating, how he weighs evidence and honest feedback, and the mindset that leaders will need need to build nimble teams empowered to drive change for the future. About this episode: OMV: About OMV's climate neutral heating districts: Transcript: Related podcasts: How one founder's design background is helping to rethink EV charging in cities: An energy company is building the world's largest airplane. Here's why:…

1 The ‘inevitable’ caregiving cost nightmare: One young founder's story and solution 16:31
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Lily Vittayarukskul was a college student at just 14 and on track for a career in aerospace engineering. However, an aunt’s cancer battle upended those plans, wreaking havoc on her family and their finances. The experience inspired her to launch the AI-powered startup Waterlily, helping people better predict expenses for getting older, including eldercare or assisted living, costs most don’t realize aren’t fully covered by either health insurance or Medicare. In this talk, Lily wades through the mounting data showing how super-ageing societies will struggle to afford long-term care needs. She also shares the tough lessons her personal story taught her and what others can do to prepare for an aging economy. This interview was recorded January 2025 at the Annual Meeting in Davos, Switzerland About this episode: Waterlily: Related World Economic Forum Initiatives: Waterlily is an Uplink Innovator About Uplink: About the Uplink / Manulife - Prosperity in Longevity Challenge World Economic Forum Longevity Economy Initiative: Related Podcasts: Meet The Leader - Adam Grant: Future leaders won't succeed without this key trait Meet The Leader - How leaders can prepare teams for the future of work: ADP’s Chief Economist:…

1 Can aviation ever be sustainable? Here are some paths to net zero 43:38
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Aviation is growing, but its environmental impact does not have to - if the technology and policies are available to de-carbonise the sector. We hear from a company making sustainable aviation fuel with waste CO2; the head of one of the world's busiest airports, and from the body representing airports around the world. Hosts: Robin Pomeroy, Podcasts Editor, World Economic Forum; Laia Barbarà, Head, Climate Strategy - Net Zero, World Economic Forum Guests: Paul Griffiths, CEO of Dubai Airports Ayesha Choudhury, Chief Commercial Officer at Infinium Justin Erbacci, Director General of Airports Council International World Links: Airports of Tomorrow: Global Aviation Sustainability Outlook 2025: Related podcasts: Check out all our podcasts on : - - : - : - : Join the :…

1 What you might get wrong about progress - lessons for leaders: Harvard psychologist Steven Pinker 31:29
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Renowned Harvard cognitive psychologist Steven Pinker studies the big questions facing human nature: Why do we fight? What helps us get along? How do we understand the world around us? His research has uncovered an insight we might not expect – that humanity is doing better than we might think. Despite host of major challenges that still exist, from geopolitical unrest to climate change, data shows that humans today live longer, face fewer wars, and live more comfortable lives than in preceding generations. He explains why a better understanding of progress and its uneven nature can help us better appreciate the unique moment of time in which we live, avoid decision-making blindspots and strengthen leaders’ confidence to solve the big complex problems we still face. This interview was recorded at the Annual Meeting in Davos Switzerland in January 2025. About this episode: Steven Pinker: Future of Jobs report: Video podcast version of this interview: Transcript: Related Podcasts: Adam Grant: Future leaders won't succeed without this key trait How leaders can prepare teams for the future of work: ADP’s Chief Economist…

1 Beyond the hype, how industries are deploying AI at the heart of their operations 38:42
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There was the hype, then the testing, now companies are deploying artificial intelligence at the heart of their operations. We ask one of the world's most prominent AI scientists for his advice for companies, and hear how Siemens is creating the 'brains' to run the factories of the future. Guests: Andrew Ng, managing general partner of AI FUNDS and founder of DeepLearning.AI Cedrik Neike, CEO Digital Industries, Siemens Cathy Li, Head, AI, Data and Metaverse, World Economic Forum Kiva Allgood, Head, Centre for Advanced Manufacturing & Supply Chains, World Economic Forum Links: AI in Action: Beyond Experimentation to Transform Industry: Frontier Technologies in Industrial Operations: The Rise of Artificial Intelligence Agents: Centre for the Fourth Industrial Revolution: Centre for Advanced Manufacturing and Supply Chains: Related podcasts: Check out all our podcasts on : - - : - : - : Join the :…

1 Ballet changed Misty Copeland’s life. How it could shape a new generation of leaders 28:23
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How can we recognize potential and unlock it? Misty Copeland was the first Black woman to be promoted to principal dancer with the American Ballet Theatre. But as a child she almost quit after her first class – until an early teacher convinced her to return. Misty talks to Meet The Leader about the ways dance changed how she navigated life and how it taught her key skills such as resilience, empathy and curiosity. She shares how she uses her perspective and experience to found the Misty Copeland Foundation and develop a free afterschool program that reinvents how dance is taught to bridge diversity gaps while also teaching key leadership skills. She shares why these skills and approaches are vital to driving future change and what any leader can learn about elevating others. This interview was recorded in January 2025 at the World Economic Forum’s Annual Meeting in Davos, Switzerland. To learn more: Misty Copeland Foundation: Special Open Forum Screening: Flower: Dancing Through Adversity: How can art drive equality for women? Two cultural trailblazers weigh in: About this episode: Transcript: Related Podcasts: Radio Davos: Dance or die: the ballet dancer who faced down Al Qaeda to become the voice of stateless refugees:…

1 Happy Birthday Radio Davos! What we learned from 5 years of Forum podcasts 29:50
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Space - how advances up there can help life down here: Don't Look Up: In the age of the 'manosphere', what's the future for feminism? With Jude Kelly of the WOW Festival: The promises and perils of AI - Stuart Russell on Radio Davos: AI vs Art: Will AI rip the soul out of music, movies and art, or help express our humanity?: Check out all our podcasts on wef.ch/podcasts: YouTube: - https://www.youtube.com/@wef/podcasts Radio Davos - subscribe: https://pod.link/1504682164 Meet the Leader - subscribe: https://pod.link/1534915560 Agenda Dialogues - subscribe: https://pod.link/1574956552 Join the World Economic Forum Podcast Club: https://www.facebook.com/groups/wefpodcastclub…
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