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CSAIL Professor John Guttag discusses the process of incorporating AI into healthcare. Guttag also talks about the process of bringing an idea out of the lab and into a full-fledged business.
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Manage episode 327217238 series 1237354
Content provided by MIT CSAIL Alliances and CSAIL Alliances. All podcast content including episodes, graphics, and podcast descriptions are uploaded and provided directly by MIT CSAIL Alliances and CSAIL Alliances or their podcast platform partner. If you believe someone is using your copyrighted work without your permission, you can follow the process outlined here https://player.fm/legal.
CSAIL Professor John Guttag discusses the process of incorporating AI into healthcare. Guttag also talks about the process of bringing an idea out of the lab and into a full-fledged business.
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1 Driving Behavior by Design: MIT CSAIL Professor Sam Madden on the Science of Safer Roads with AI 34:20
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Play Later Play Later Lists Like LikedCan your phone make you a safer driver? Or is it part of the problem? MIT CSAIL Professor Sam Madden shares the origin story of Cambridge Mobile Telematics, a CSAIL spinout using smartphones and AI to prevent car crashes and save lives. In this episode, Professor Madden joins host Kara Miller to explore how accelerometers, algorithms, and well-timed incentives are transforming how we understand and improve driver behavior. Professor Madden reflects on surprising data trends, like why crash rates haven’t fallen despite better car tech, and how the ubiquitous smartphone became a key tool for reducing risk on the road. He also dives into how generative AI is reshaping software development, what it means for education and programming skills, and why trust and privacy remain top concerns when deploying AI across sensitive industries. Covering distracted driving, autonomous vehicles, behavioral nudges, and business infrastructure, Professor Madden reveals what’s working and where the road ahead leads. Topics include: The history of Cambridge Mobile Telematics The realities of traffic accidents How your phone can track your driving safety Turning your data into a narrative The corrosive effects of phones Learn more about Professor Madden on his website: https://db.csail.mit.edu/madden/ Or his CSAIL page: https://www.csail.mit.edu/person/sam-madden Read our case study on Cambridge Mobile Telematics: https://cap.csail.mit.edu/sites/default/files/2023-05/CMT_Case%20Study%20Template_2022.pdf Connect with CSAIL Alliances: On our site: https://cap.csail.mit.edu/about-us/meet-our-team On X: https://x.com/csail_alliances On LinkedIn: https://linkedin.com/company/mit-csail…
1 How AI Can Help Save the Natural World, with MIT CSAIL Assistant Professor Sara Beery 14:11
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Play Later Play Later Lists Like LikedFinches, zebras, Darwin... and AI? 🧠🌍 Two centuries after Darwin explored the Galápagos, artificial intelligence is transforming how we study and protect the natural world, rapidly expanding what’s possible in biodiversity and ecology research. In this episode, MIT CSAIL Assistant Professor Sara Beery explains how AI is unlocking new possibilities in conservation, from identifying endangered species to analyzing ecosystem health at scale. AI can help biologists collect, process, and interpret enormous volumes of data, unlocking patterns and offering insights that were simply not possible without modern technology. Beery shares her journey, from tagging snow leopards in college to leading global research at the intersection of computer vision and ecology. But she sounds a note of caution: AI has no values of its own and must be paired with human values to tackle the complex tradeoffs behind biodiversity decisions. As these tools become more powerful, it’s up to us to decide how they’re used, and what (or who) we prioritize. 🎧 Topics include: Using AI to analyze millions of wildlife images Why computer vision is revolutionizing species identification The ethical dilemmas behind conservation decisions How researchers are using AI to inform policy and protect ecosystems 🔗Learn more about Professor Beery: 🌐 Website: https://beerys.github.io/ or her CSAIL page https://www.csail.mit.edu/person/sara-beery Connect with CSAIL Alliances: On our site: https://cap.csail.mit.edu/about-us/meet-our-team On X: https://x.com/csail_alliances On LinkedIn: https://linkedin.com/company/mit-csail #MITCSAIL #AI #Conservation #Biology #Technology #CSAILPodcast…
1 AI's Hidden Business Effects: MIT Principal Research Scientist Andrew McAfee Explores how AI is Affecting Enterprise 47:27
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Play Later Play Later Lists Like LikedWhat happens when every company becomes a tech company—and the geeks take the wheel? Renowned economist, bestselling author, and MIT Principal Research Scientist Andrew McAfee unpacks how AI is transforming corporate strategy—from cement makers to software engineers. Drawing on insights from his book The Geek Way and his startup Workhelix, McAfee shares what he’s hearing from executives around the world, where AI is delivering real ROI, and why understanding how we measure impact is just as important as what we measure. From call centers to material science labs, from spreadsheet power users to the future of education, McAfee examines how generative AI is changing who wins—and how people can avoid getting left behind. He also weighs in on the biggest AI misconceptions, the risks that actually matter, and why Silicon Valley still holds the crown in the age of innovation. Topics include: The management playbook of the future Real-world studies on AI’s impact in the workplace Why AI helps some workers more than others The “credibility revolution” in measuring ROI What companies get wrong about scaling AI Whether writing—and even coding—will still matter in 10 years Andrew McAfee is the Co-Director of the IDE and a Principal Research Scientist at the MIT Sloan School of Management. His research investigates how information technology changes the way companies perform, organize themselves, and compete. He is a NYT bestselling author and writes a widely read blog, which is at times one of the 10,000 most popular in the world. Prior to joining MIT Sloan, McAfee was a professor at Harvard Business School. Connect with CSAIL Alliances: On our site: https://cap.csail.mit.edu/about-us/meet-our-team On X: https://x.com/csail_alliances On LinkedIn: https://linkedin.com/company/mit-csail #MITCSAIL #AI #GenerativeAI #Leadership #Technology #CSAILPodcast…
1 AI's Language Leap: MIT CSAIL Associate Professor Jacob Andreas Explores NLP and LLMs 27:49
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Play Later Play Later Lists Like LikedFor a full, uncut video version of this show (shot in Professor Andreas' MIT CSAIL office!), watch here: https://www.youtube.com/watch?v=QBV5Bj_NnbA MIT CSAIL Associate Professor Jacob Andreas walks listeners through how LLMs like ChatGPT evolved from academic curiosities to industry-disrupting technologies. Reflecting on the transformations he has observed in AI research, Professor Andreas discusses how some ideas—like linking NLP research to cognitive science—have taken a backseat, while others—like the importance of large-scale training data—remain central. He offers insights on AI use cases, the emergence of models like DeepSeek, and the critical role of human oversight in AI deployment. Acknowledging both the excitement and concerns surrounding AI, Professor Andreas believes that educators and industry alike face a challenge in keeping pace with the ‘moving target’ of AI progress. Plus: learn how AI can be used to decode the language of sperm whales! About the guest: Professor Andreas is an MIT EECS Associate Professor and CSAIL PI. Before joining MIT, he earned his PhD at Berkeley. His group's research focuses on three themes: building machine learning models that learn language in human-like ways, enabling the use of language as a general-purpose tool for building intelligent systems, and developing techniques for understanding machine learning models using language. His group envisions a future built around training, explaining, and interacting with intelligent systems for users of all the world's languages. Learn more about Professor Jacob Andreas and his research here: https://www.mit.edu/~jda/ Want to know more about Professor Andreas' work on the language of sperm whales? Read here: https://news.mit.edu/2024/csail-ceti-explores-sperm-whale-alphabet-0507 MIT's CSAIL Alliances Podcast is your guide to how AI & computer science research impact how we live, work, play, and learn. Listener discounts, meet the host, and more: csail.mit.edu/podcast…
1 Me, Myself & AI: AI Hype and Skepticism with Economist Paul Romer (Bonus Episode!) 24:52
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Play Later Play Later Lists Like LikedThe MIT CSAIL Alliances Podcast is collaborating with MIT Sloan’s Me, Myself, and AI podcast to share a special bonus episode this month. Paul Romer once considered himself the most optimistic economist. He rightfully predicted that technology would blow up as an economic driver coming out of the inflation of the 1970s, but acknowledges he did not foresee the inequality that technology advances would lead to. On this episode of the Me, Myself, and AI podcast, Paul shares his views on AI advances and their implications for society. Rather than pave the way for full automation, he is a proponent of keeping humans in the loop and believes that technology can be pointed in a direction for more meaningful and beneficial use, citing education as an area ripe to benefit from AI. More about CSAIL Alliances and our podcasts: csail.mit.edu/podcast For more episodes from Me, Myself, and AI: https://sloanreview.mit.edu/audio-series/me-myself-and-ai/…
1 MIT CSAIL Podcast: How AI will Change Your Job and The Potential of Self-Supervised Learning 44:17
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Play Later Play Later Lists Like LikedHow AI will Change Your Job with MIT Economics Professor David Autor & The Potential of Self-Supervised Learning with CSAIL PhD Student Sharut Gupta Host: Kara Miller Part One: MIT Economics Professor David Autor says that AI is “not like a calculator where you just punch in the numbers and get the right answer. It's much harder to figure out how to be effective with it.” Offering unique insights into the future of work in an AI-powered world, Professor Autor explains his biggest worries, the greatest upside scenarios, and how he believes we should be approaching AI as a tool, and addresses how AI will impact jobs like nursing and skilled trades. Studies and papers referenced in conversation: AI and Product Innovation: https://aidantr.github.io/files/AI_innovation.p AI and the Gender Gap: https://papers.ssrn.com/sol3/papers.cfm?abstract_id=4759218 Robotics and Nursing Homes: https://www.nber.org/papers/w33116 Part Two: CSAIL PhD student Sharut Gutpa describes how self-supervised learning might bring about truly adaptable models which can respond to fast-changing environments, like consumer preferences. CSAIL Alliances connects business and industry to the people and research of MIT's Computer Science and Artificial Intelligence Labs. Learn more about CSAIL Alliances here. Each month, the CSAIL podcast features cutting-edge MIT and CSAIL experts discussing their current research, challenges and successes, as well as the potential impact of emerging tech. Learn more and listen to past episodes. Connect with CSAIL Alliances: On our site: https://cap.csail.mit.edu/about-us/meet-our-team On X: x.com/csail_alliances On LinkedIn: linkedIn.com/mit-CSAIL…
1 The Revolutionary Potential of AI with CSAIL Professor Manolis Kellis 43:32
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Play Later Play Later Lists Like LikedHave we achieved Artificial General Intelligence? MIT CSAIL Professor Manolis Kellis argues yes. Computers can do nearly every intellectual task that humans are capable of and are rapidly tackling the physical tasks. What does this mean for the future of AI integration, regulation, and development? Hear Professor Kellis’ ideas about how businesses can incorporate LLMs (large language models) to minimize silos, why we shouldn’t put up too many guardrails on AI technology, and how human-AI collaboration can lead to broader societal benefit, including healthcare. Professor Kellis is working toward a future where AI transforms healthcare through a deeper understanding of our individual genetics and targeted treatment development. Visit Professor Kellis’s website to learn more about his work on AI and computational biology: https://www.csail.mit.edu/person/manolis-kellis…
1 AI’s Bias in Predictive Healthcare with Associate Professor Marzyeh Ghassemi 31:33
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Play Later Play Later Lists Like LikedAssociate Professor Marzyeh Ghassemi discusses why, despite its tremendous potential for good, AI must be approached with caution, especially in high risk areas like healthcare. Biases in training data can perpetuate real-world inequalities, providers might rely too much on potentially faulty AI, and tools created for one demographic might not necessarily translate to a different population. However, considering the incredible potential of AI to tackle challenges in transformative ways, it’s worth approaching these considerations with rigorous academic insight. Learn more about her work here: https://www.csail.mit.edu/person/marzyeh-ghassemi…
1 AI in Healthcare with UCSD Prof. Karandeep Singh & Robot Conversations with CSAIL Prof. Andreea Bobu 43:41
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Play Later Play Later Lists Like LikedThis month’s podcast is a double feature. First up, Associate Professor and Chief Health AI Officer at the University of California San Diego Karandeep Singh explains the reality of using artificial intelligence for medicine. Professor Singh extrapolates on what works, what doesn’t, and how some challenges are social rather than technical. Plus, MIT CSAIL’s Assistant Professor Andreea Bobu explains how large language models are advancing the field of robotics. Thanks to LLMs, giving directions to robots might soon look more like a conversation, without the need for step-by-step commands. You can learn more about CSAIL research and access a full transcript of this podcast at https://cap.csail.mit.edu/. To learn about CSAIL's Professional Development Courses, including the upcoming Cybersecurity for Technical Leaders and Deploying AI courses, visit here: cap.csail.mit.edu/events-professional-programs. Podcast listeners save 10% on courses with code MITXPOD10.…
1 How companies can rebuild trust around data with Danny Weitzner 29:58
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Play Later Play Later Lists Like LikedFounding Director of the MIT Internet Policy Research Initiative CSAIL Senior Research Scientist Daniel Weitzner says a lack of visibility about how personal data is being used is leading to an erosion of customer trust. However, companies increasingly need to leverage data for analytic advantage, generative AI applications, and more. His research focuses on solutions which would empower consumers with visibility and control of their data, facilitating a future of accountability and trust. Hear more about his work here: https://www.csail.mit.edu/person/daniel-weitzner Find out more about CSAIL Alliances, as well as a full transcript of this podcast, at: https://cap.csail.mit.edu/podcasts/how-companies-can-rebuild-trust-around-data-danny-weitzner?utm_source=alliancesmembers&utm_medium=pardot&utm_campaign=dannypod24 If you would like to learn more about CSAIL's Professional Development Courses, including the upcoming Driving Innovation with Generative AI, visit here: cap.csail.mit.edu/events-professional-programs. Podcast listeners save 10% on courses with code MITXPOD10.…
1 How AI can help with financial decision making with Professor Andrew Lo 36:23
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Play Later Play Later Lists Like LikedProfessor of Finance at the MIT Sloan School of Management and CSAIL Andrew Lo believes AI can help everyday consumers make important financial decisions by democratizing access to quality finance advice. His research aims to address the challenges of deploying AI in finance by, for example, answering questions around responsibility and engaging with financial advisors to make sure such tools are useful in the field. Professor Lo is the faculty director for the FintechAI@CSAIL research initiative. Find out more about CSAIL Alliances, as well as a full transcript of this podcast, at https://cap.csail.mit.edu/podcasts/how-ai-can-help-financial-decision-making-andrew-lo If you would like to learn more about CSAIL's Professional Development Courses, including the upcoming Driving Innovation with Generative AI, visit here: cap.csail.mit.edu/events-professional-programs. Podcast listeners save 10% on courses with code MITXPOD10. Looking for another great podcast? MIT Sloan Management Review’s "Me, Myself, and AI," expert hosts and researchers talk with AI leaders from organizations like NASA, Upwork, Github, and Meta to explore how organizations achieve success with generative AI — and what challenges and ethical considerations they face along the way. Listen to Me, Myself, and AI wherever you stream podcasts. https://link.chtbl.com/pxsEZ4pf?sid=CSAIL…
1 Hype vs. Reality: the Current State of AI with Arvind Narayanan 33:29
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Play Later Play Later Lists Like LikedPrinceton Professor Arvind Narayanan, author of "AI Snake Oil," sheds light on the stark contrast between the public perception and actual capabilities of AI. In this podcast, he explores the significant gap between the excitement surrounding AI and its current limitations. Find out more about CSAIL Alliances, as well as a full transcript of this podcast, at https://cap.csail.mit.edu/podcasts/current-state-ai-arvind-narayanan. If you would like to learn more about CSAIL's Professional Development Courses, visit here: https://cap.csail.mit.edu/events-professional-programs. Podcast listeners save 10% on courses with code MITXPOD10.…
1 Understanding Generative AI with Stefanie Mueller 10:11
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Play Later Play Later Lists Like LikedAssociate Professor Stefanie Mueller, who leads the Human-Computer Interaction group at CSAIL, discusses her groundbreaking research using generative AI for 3D applications. Specifically she explains how generative AI can be combined with mechanical simulation to create stable and personalized 3D models. Find out more about CSAIL Alliances, as well as a full transcript of this podcast, at https://cap.csail.mit.edu. If you would like to learn more about CSAIL's Professional Development Courses, visit here: https://cap.csail.mit.edu/events-professional-programs. Podcast listeners save 10% on courses with code MITXPOD10.…
1 Reimagining Software Design with Daniel Jackson 37:48
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Play Later Play Later Lists Like LikedMIT Professor Daniel Jackson, associate director of CSAIL and the author of The Essence of Software, argues that if your design is flawed, so is your product. In this podcast, Prof. Jackson shares some cases where software design makes or breaks big companies and what can be done to improve software design in the future. Find out more here: cap.csail.mit.edu. If you would like to learn more about CSAIL's Professional Development Courses, visit here: https://cap.csail.mit.edu/events-professional-programs. Podcast listeners save 10% on courses with code MITXPOD10.…
1 When is the right time to use AI in business? 29:21
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Play Later Play Later Lists Like LikedThis week on the CSAIL Alliances Podcast we’re joined by George Westerman, a Senior Lecturer at the MIT Sloan School of Management and Founder of the Global Opportunity Initiative. Westerman discusses the future of AI, the opportunities it presents, as well as some potential pitfalls. Find out more about CSAIL Alliances, as well as a full transcript of this podcast at https://cap.csail.mit.edu/…
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1 “Generative AI: Is it copying or creating?” Special Crossover Episode from the Click Here Podcast 24:34
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Play Later Play Later Lists Like LikedToday’s generative AI programs know how to write, compose music, and even create works of art. But it learned to do so by training on data made by human creators without asking their permission. As independent artists and giant media companies bring their cases to court, the question is: will all this fundamentally change the human-AI relationship? This week’s podcast is a special crossover episode with our friends at Click Here; find out more about them here: https://therecord.media/podcast…
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1 What's keeping two cybersecurity researchers up at night with Srini Devadas and Vinod Vaikuntanathan 24:28
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Play Later Play Later Lists Like LikedMIT CSAIL Professors Srini Devadas and Vinod Vaikuntanathan join the CSAIL Alliances Podcast for a conversation about cybersecurity, addressing topics from federated protocols, the importance of data-driven approaches, and how quantum computing could change the landscape. Find out more about Professor Devadas, Professor Vaikuntanathan and CSAIL Alliances here: A transcript of this podcast is also available on the CSAIL Alliances website.…
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CSAIL Alliances Podcasts
1 How Corporate Leaders Should Think About Cybersecurity with Andy Ellis and Amy Herzog 37:24
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Play Later Play Later Lists Like LikedOn this episode of the CSAIL Alliances Podcast, hear from industry experts Andy Ellis (former Chief Security Officer at Akamai) and Amy Herzog (Chief Information Security Officer, Ads & Devices at Amazon) about what companies should be focused on in a changing security landscape. Ellis and Herzog discuss the role of AI, the future of security, and the importance of maintaining vigilance with existing protocols like email. Find a full transcript of this podcast and more information at cap.csail.mit.edu…
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CSAIL Alliances Podcasts
1 The Heart and the Chip with Professor Daniela Rus 37:25
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Play Later Play Later Lists Like LikedCSAIL Director Professor Daniela Rus shares insights from her new book "The Heart and the Chip." Professor Rus discusses the past, present and future of how robots shape our lives. For more information on Professor Rus' new book, and to find a full transcript of this podcast please visit cap.csail.mit.edu…
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CSAIL Alliances Podcasts
1 How AI will Shape the Future of Education with Hal Abelson 27:16
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Play Later Play Later Lists Like LikedCSAIL Professor Hal Abelson has a long history of looking at the importance of Computer Science education and helping shape its future. Listen as he joins Kara Miller in conversation to discuss how AI will shape education moving forward. CORRECTION: Please note, the website in the outro of the podcast should be cap.csail.mit.edu. A full transcript of this podcast will be available at cap.csail.mit.edu…
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CSAIL Alliances Podcasts
1 AI's Impact on the Future of Work with Neil Thompson 34:46
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Play Later Play Later Lists Like LikedCSAIL's Dr. Neil Thompson joins Kara Miller for a conversation on how AI will affect the future of business. Dr. Thompson also shares insights into the race for computing power and how that competition is shaping the landscape of industry. Find more about Dr. Neil Thompson and his research, as well as a transcript of this podcast at http://cap.csail.mit.edu/podcasts/ais-impact-future-work-neil-thompson.…
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CSAIL Alliances Podcasts
1 Combining Human and Computer Intelligence with Thomas Malone 33:17
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Play Later Play Later Lists Like LikedMIT Professor Thomas Malone sits down with Kara Miller for a discussion about the intersections of business and computer science. Find a full transcript of this podcast and more at cap.csail.mit.edu
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CSAIL Alliances Podcasts
1 Optimization and the End of Moore’s Law with Charles E. Leiserson 26:23
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Play Later Play Later Lists Like LikedMIT Professor Charles E. Leiserson discusses business, education, optimization and the end of Moore's Law with Kara Miller. Find a full transcript of this podcast at cap.csail.mit.edu
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CSAIL Alliances Podcasts
1 Evolving Research into Businesses with Turing Award winner Mike Stonebraker 28:38
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Play Later Play Later Lists Like LikedCSAIL Professor and Turing Award winner Mike Stonebraker sits down with Kara Miller for a conversation about research and business. They're joined by Gant Redmon, CEO of Hopara, an Agile Digital Twin company that was built at MIT CSAIL. A full transcript of this podcast can be found at cap.csail.mit.edu…
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CSAIL Alliances Podcasts
1 The Frontier of Large Language Models with Yoon Kim 26:19
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Play Later Play Later Lists Like LikedCSAIL Professor Yoon Kim joins Kara Miller for a conversation about the past, present and future of Large Language Models. A full transcript of this podcast can be found at cap.csail.mit.edu
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CSAIL Alliances Podcasts
1 Understanding Large Language Models' Effects on Programming with Saman Amarasinghe 31:19
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Play Later Play Later Lists Like LikedCSAIL Professor Saman Amarasinghe discusses how Large Language Models like Chat GPT, will alter the future of programming. Professor Amarasinghe also examines how structured data fits into the equation. A transcript of this podcast can be found here: cap.csail.mit.edu
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CSAIL Alliances Podcasts
1 The Importance of Energy Efficiency in AI with Vivienne Sze 28:17
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Play Later Play Later Lists Like LikedVivienne Sze is an associate professor in MIT's Department of Electrical Engineering and Computer Science. She's a coauthor of Efficient Processing of Deep Neural Networks. A full transcript will be available at cap.csail.mit.edu
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CSAIL Alliances Podcasts
1 Contemporary and Future Applications of Program Synthesis with Armando Solar-Lezama 25:39
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Play Later Play Later Lists Like LikedCSAIL Professor Armando Solar-Lezama shares his insights on Program Synthesis. A full transcript of this podcast is available at cap.csail.mit.edu
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CSAIL Alliances Podcasts
1 Creating Change in Cloud Computing with Christina Delimitrou 24:36
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Play Later Play Later Lists Like LikedHear from CSAIL Professor Christina Delimitrou as she outlines advances being made in the cloud computing space. A full transcript of this podcast will be available at cap.csail.mit.edu
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CSAIL Alliances Podcasts
1 Protecting Against Data Breaches Today and Tomorrow with Henry Corrigan-Gibbs 21:02
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Play Later Play Later Lists Like LikedCSAIL Professor Henry Corrigan-Gibbs shares insights into his research that builds computer systems using ideas from cryptography, computer security, and computer systems. A transcript of this podcast can be found at cap.csail.mit.edu
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CSAIL Alliances Podcasts
1 The Future of High Dimensional Statistics with Sam Hopkins 29:42
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Play Later Play Later Lists Like LikedCSAIL Professor Sam Hopkins gives an overview of the landscape of high dimensional statistics, and shares some of the research that he and his colleagues at CSAIL are working on to shape it. Professor Hopkins would like to note one correction, when he refers to the "planted clique" problem, it should be "max clique in a random graph". A full transcript of this podcast is available at cap.csail.mit.edu…
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CSAIL Alliances Podcasts
1 Addressing Computer Architecture Vulnerabilities with Mengjia Yan 22:27
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Play Later Play Later Lists Like LikedProfessor Mengjia Yan shares insights into her cybersecurity research. A full transcript of this podcast will be available at cap.csail.mit.edu
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CSAIL Alliances Podcasts
1 The Intersection of Art and Science with Karl Sims 16:01
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Play Later Play Later Lists Like LikedCambridge based visual artist and MIT alumni Karl Sims shares his insights on art, science and business.
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CSAIL Alliances Podcasts
1 Advantages of Near Flash Computing with Arvind 27:43
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Play Later Play Later Lists Like LikedCSAIL Professor Arvind details his work in near-storage computing. He explains how he's using flash storage instead of massive amounts of DRAM for big data problems. A transcript of this podcast will be available at cap.csail.mit.edu
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CSAIL Alliances Podcasts
1 Understanding Quantum Computing with Peter Shor and Will Oliver 28:37
28:37 Play Later Play Later Lists Like Liked28:37
Play Later Play Later Lists Like LikedMIT Professors Peter Shor and Will Oliver join for a conversation on the current state and future possibilities of quantum computing. A transcription for this podcast can be found at cap.csail.mit.edu
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CSAIL Alliances Podcasts
1 Exploring Changes in Computing as Moore's Law Ends with Neil Thompson 19:14
19:14 Play Later Play Later Lists Like Liked19:14
Play Later Play Later Lists Like LikedCSAIL Professor Neil Thompson explains how the end of Moore's Law will affect the computing stack, and what industry leaders should consider when facing this problem. Accessible captions can be found at cap.csail.mit.edu
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CSAIL Alliances Podcasts
1 Becoming a Flexible Programmer with Gerald Jay Sussman 28:32
28:32 Play Later Play Later Lists Like Liked28:32
Play Later Play Later Lists Like LikedCSAIL Professor Gerald Jay Sussman discusses the importance of a breadth of research, lessons academia and industry can learn from each other, and how to be a flexible programmer. Accessible captions can be found at cap.csail.mit.edu
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CSAIL Alliances Podcasts
1 Implementing AI in Healthcare with John Guttag 27:21
27:21 Play Later Play Later Lists Like Liked27:21
Play Later Play Later Lists Like LikedCSAIL Professor John Guttag discusses the process of incorporating AI into healthcare. Guttag also talks about the process of bringing an idea out of the lab and into a full-fledged business.
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CSAIL Alliances Podcasts
1 Seeking Deep Understanding in Machine Learning with Una-May O'Reilly 16:07
16:07 Play Later Play Later Lists Like Liked16:07
Play Later Play Later Lists Like LikedCSAIL Professor Una-May O'Reilly discusses her work at the ALFA Group at MIT CSAIL and gives insights into the differences between Deep Learning and Deep Understanding.
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CSAIL Alliances Podcasts
1 Creating Low-Code Applications and Online Discussion Tools with David Karger 38:43
38:43 Play Later Play Later Lists Like Liked38:43
Play Later Play Later Lists Like LikedCSAIL Professor David Karger discusses two of his research areas with CSAIL Alliances. He reviews his team's work on no-code and low-code authoring to help people create custom solutions to unique problems. Next, he discusses tools he's created to improve online discussions. A transcript of this podcast can be found here: https://cap.csail.mit.edu/sites/default/files/resource-pdfs/David%20Karger%20Podcast%20Export%201.pdf…
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CSAIL Alliances Podcasts
1 Countering Online Disinformation with David Clark 37:13
37:13 Play Later Play Later Lists Like Liked37:13
Play Later Play Later Lists Like LikedCSAIL's David Clark discusses the differences between misinformation and disinformation, and why the latter is a more serious threat. He also examines possible solutions to the disinformation problem. You can find a transcript for this podcast here: https://cap.csail.mit.edu/sites/default/files/resource-pdfs/David%20Clark%20Podcast%202022.pdf…
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CSAIL Alliances Podcasts
1 Forging the Future of Cryptography with Adam Chlipala 26:38
26:38 Play Later Play Later Lists Like Liked26:38
Play Later Play Later Lists Like LikedCSAIL Professor Adam Chlipala is working to change some of the fundamental ways we use cryptography. His latest project, Fiat Cryptography, utilizes formal methods to create complex cryptographic code to guarantee correctness. Fiat Cryptography stands to significantly change the efficiency and security of the web. A transcript for this episode can be found here: https://cap.csail.mit.edu/sites/default/files/resource-pdfs/Adam%20Chlipala%20Podcast%20Export%201.pdf…
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CSAIL Alliances Podcasts
1 Improving Video Conferencing Through Vision Science with Ruth Rosenholtz 12:02
12:02 Play Later Play Later Lists Like Liked12:02
Play Later Play Later Lists Like LikedCSAIL Principal Research Scientist Ruth Rosenholtz discusses the rise of video conferencing throughout the pandemic. Rosenholtz shares fascinating insights from her vision science research that could help reshape how video conferencing platforms are used. Please find a link to this podcast's transcript here: https://cap.csail.mit.edu/sites/default/files/resource-pdfs/Ruth%20Rosenholtz%20CSAIL%20Alliances%20Podcast%203.pdf…
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CSAIL Alliances Podcasts
1 Exploring the Applications of Geometric Data with Justin Solomon 21:04
21:04 Play Later Play Later Lists Like Liked21:04
Play Later Play Later Lists Like LikedProfessor Justin Solomon discusses the many applications of processing geometric data including medical vision, 3D animation and autonomous vehicles. Please find a transcript for this podcast here: https://cap.csail.mit.edu/sites/default/files/resource-pdfs/Justin%20Solomon%20Podcast%20Export%201%281%29.pdf…
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CSAIL Alliances Podcasts
1 Unlocking Insights on Disease through Genomics with Manolis Kellis 47:57
47:57 Play Later Play Later Lists Like Liked47:57
Play Later Play Later Lists Like LikedProfessor Manolis Kellis of MIT CSAIL and the Broad Institute of MIT and Harvard discusses the effects COVID-19 has had on his computational biology research. Kellis believes that by being aware of genetic predispositions we can better prepare to confront each person’s unique challenges. Access the transcript for this podcast at: https://cap.csail.mit.edu/sites/default/files/2021-10/Manolis%20Kellis%20CAP%20Podcast%20Export%203.pdf…
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CSAIL Alliances Podcasts
1 Democratizing data science through machine learning with Tim Kraska 18:44
18:44 Play Later Play Later Lists Like Liked18:44
Play Later Play Later Lists Like LikedCSAIL's Tim Kraska is developing new autoML approaches to make analytics more accessible to a broader range of users and optimize database architecture systems for companies. Access the transcript for the podcast at: http://cap.csail.mit.edu/sites/default/files/2021-08/Tim%20Kraska%20podcast.pdf.
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CSAIL Alliances Podcasts
1 Building the Next Generation of Systems with Sam Madden 22:15
22:15 Play Later Play Later Lists Like Liked22:15
Play Later Play Later Lists Like LikedMIT Schwarzman College of Computing Professor and Cambridge Mobile Telematics founder Sam Madden discusses how far technology can be pushed into other application domains. His research explores reinforcement learning and repurposing shelf machine learning components to advance systems and solve current challenges. Access the transcript for the podcast at: https://cap.csail.mit.edu/sites/default/files/2021-07/Sam%20Madden%20Podcast_0.pdf.…
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CSAIL Alliances Podcasts
1 Rethinking Concepts in Software Design with Daniel Jackson 24:07
24:07 Play Later Play Later Lists Like Liked24:07
Play Later Play Later Lists Like LikedProfessor Daniel Jackson of MIT CSAIL is working on a number of projects to make software more usable, reliable, and secure. By rethinking the fundamentals of software design, he says that developers can ultimately give more flexibility to users in the structure and organization of software, as well as meet more user needs. Learn more about Professor Jackson at: https://bit.ly/3paRcsm Access the transcript for the podcast at: https://cap.csail.mit.edu/sites/default/files/research-pdfs/Daniel%20Jackson%20Podcast.pdf…
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CSAIL Alliances Podcasts
1 Closing the machine learning gap with Jacob Andreas 24:02
24:02 Play Later Play Later Lists Like Liked24:02
Play Later Play Later Lists Like LikedProfessor Jacob Andreas of MIT CSAIL is trying to close the gap between current machine learning techniques and human abilities to learn language and learn from language about the rest of the world. Learn more about Prof. Andreas at: https://bit.ly/3vECQ5o. Access the transcript for the podcast at: https://cap.csail.mit.edu/sites/default/files/research-pdfs/Edit%20II%20.pdf.…
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CSAIL Alliances Podcasts
1 Keeping Software Free-form with CSAIL's Hal Abelson 33:09
33:09 Play Later Play Later Lists Like Liked33:09
Play Later Play Later Lists Like LikedAs one of the founding directors of the Free Software Foundation, CSAIL's Prof. Hal Abelson believes that free software empowers everyone to maintain the freedom to run, edit, contribute to, and share software, as well as see everything the software is doing. Learn more about Prof. Abelson at: https://bit.ly/3fPIEEq. Access the transcript for the podcast at: https://cap.csail.mit.edu/sites/default/files/research-pdfs/ResearcherSpotlight_HalAbelson_02_24_2021.pdf…
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CSAIL Alliances Podcasts
1 Securing Computation with CSAIL's Yael Kalai 26:42
26:42 Play Later Play Later Lists Like Liked26:42
Play Later Play Later Lists Like LikedCryptography, the study of finding secure methods of communication, may seem to many of us as, well, cryptic. But in spite of its more theoretical and foundational nature in computing, cryptography is more important now than ever in securing private communication and other types of information that are no longer stored on our own private machines. Professor Yael Kalai of MIT CSAIL and Senior Principal Researcher at Microsoft Research New England is a cryptographer and theoretical computer scientist working on state-of-the-art ways of securing computation. Learn more about Prof. Kalai's at: https://cap.csail.mit.edu/engage/spotlights/yael-kalai?utm_source=souncloud&utm_medium=social%20media&utm_campaign=yael_kalai_spotlight Access the transcript for the podcast at: https://cap.csail.mit.edu/sites/default/files/research-pdfs/Video%20Edit%20II%20.pdf…
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CSAIL Alliances Podcasts
1 Designing and Using Virtuality to Better Serve Us 19:37
19:37 Play Later Play Later Lists Like Liked19:37
Play Later Play Later Lists Like LikedOur new reality is increasingly one of virtuality. D. Fox Harrell, Ph.D., studies the relationship between computing and imagination for emerging forms of digital media, as well as their social and ethical impact. From videogames that better support diverse user groups to a personalized Universal Hip Hop Museum experience, his work falls into both the design and analysis of virtual technologies. Prof. Harrell and his research group in MIT CSAIL build analytical tools using AI identifying trends and biases and developing new design principles we can apply to our work in industry and academia. Learn more about Prof. Harrell's virtuality research at: https://cap.csail.mit.edu/engage/spotlights/d-fox-harrell-0?utm_source=soundcloud&utm_medium=social%20media&utm_campaign=d_fox_harrell_spotlight Access the transcript for the podcast at: https://cap.csail.mit.edu/sites/default/files/research-pdfs/Fox%20Harrell%20Spotlight%20transcript.pdf…
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CSAIL Alliances Podcasts
1 Enabling Robots to Complete Tasks on a Human Level 19:35
19:35 Play Later Play Later Lists Like Liked19:35
Play Later Play Later Lists Like LikedIf we want robots to assist us with everyday tasks, they’ll need to be able to manipulate objects on a human level. To do that, they need good fingers. Professor Ted Adelson of MIT CSAIL is developing robotic fingers that are sensitive and soft like human fingers, enabling robots to use their hands intelligently to accomplish chosen tasks. Read more about Ted Adelson at: https://cap.csail.mit.edu/engage/spotlights/ted-adelson?utm_source=soundcloud&utm_medium=social%20media&utm_campaign=spotlight_ted_adelson Access the transcript for the podcast at: https://cap.csail.mit.edu/sites/default/files/research-pdfs/CSAIL%20Alliances%20Researcher%20Spotlight-%20Ted%20Adleson.pdf…
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CSAIL Alliances Podcasts
1 Moore's Law Momentum with CSAIL's Saman Amarasinghe 30:34
30:34 Play Later Play Later Lists Like Liked30:34
Play Later Play Later Lists Like Liked“If we want to keep the Moore’s Law momentum going in computing, we have to do something different,” says CSAIL Professor Saman Amarasinghe, whose work with compilers is making them faster, more reliable, and more efficient. He discusses using new technologies like machine learning and modern algorithms and solvers to optimize code and get the performance needed to keep up with the rapid changes happening in industry. For more information, visit: https://cap.csail.mit.edu/engage/spotlights/saman-amarasinghe?utm_source=soundcloud&utm_medium=social%20media&utm_campaign=saman_amarasinghe_spotlight Access the transcript for the podcast at: https://cap.csail.mit.edu/sites/default/files/research-pdfs/Moore%27s%20Law%20Momentum%20with%20CSAIL%27s%20Saman%20Amarasinghe%20Transcript%20.pdf…
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CSAIL Alliances Podcasts
1 Understanding the Science of Disease Through Human Genome Research with Manolis Kellis 1:05:51
1:05:51 Play Later Play Later Lists Like Liked1:05:51
Play Later Play Later Lists Like LikedMIT CSAIL Professor Manolis Kellis discusses how the symbiotic relationship between computer science and biology helps us to better understand the complex programming language that is our DNA. Through DNA, we can find the molecular basis of the pathophysiology of a disease and take a more holistic approach to disease treatment, and one day may even predict disease. He explains the impact of human genome and epigenome research on the pharmaceutical industry in developing medicine that is both precise and personalized, dramatically transforming the therapeutic landscape. Manolis Kellis Principal Investigator, MIT CSAIL, Professor of Computer Science, Computational Biology Group leader https://cap.csail.mit.edu/podcasts/understanding-science-disease-through-human-genome-research Download the podcast transcript: https://cap.csail.mit.edu/sites/default/files/research-pdfs/Podcast_ManolisKellis_04_29_2020.mp3_.pdf…
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CSAIL Alliances Podcasts
1 Machine Learning and Algorithmic Challenges with Aleksander Madry 19:47
19:47 Play Later Play Later Lists Like Liked19:47
Play Later Play Later Lists Like LikedAleksander Madry, Associate Professor at CSAIL, tackles key algorithmic challenges in today’s computing as part of his work in the Theory of Computation Group at CSAIL. His work is described as re-thinking machine learning from the perspective of security and robustness. Madry discusses the evolution of the human and machine interaction and provides insight on adoption of M/L systems over the next few years.…
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CSAIL Alliances Podcasts
1 Designing the Internet of the Future with David Clark 41:28
41:28 Play Later Play Later Lists Like Liked41:28
Play Later Play Later Lists Like LikedAre we even sure what the internet is today? One of the original architects of the internet, David Clark, Senior Research Scientist at CSAIL, talks about shaping the future of the internet, the potential challenges and what it could become.
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CSAIL Alliances Podcasts
1 Humans and Intelligent Machine Support through Robotics and Automation with Julie Shah 15:04
15:04 Play Later Play Later Lists Like Liked15:04
Play Later Play Later Lists Like LikedJulie Shah discusses the challenges and successes of designing and employing intelligent design teammates that aim to enhance human productivity in descion-making and physical tasks through using reverse engineering methods and computational models. She shares how research is exposing robots to building skills that allow them to infer and anticipate their human counterpart's next move and motives within a given situation and the flexibility to adapt and adjust outside of predetermined plans.…
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CSAIL Alliances Podcasts
1 The Intersection of Finance, Cryptography and AI with Andrew Lo 15:24
15:24 Play Later Play Later Lists Like Liked15:24
Play Later Play Later Lists Like LikedAndrew Lo, Charles E. and Susan T. Harris Professor at MIT Sloan School of Management, and Director of MIT Laboratory for Financial Engineering, shares insight into the collaborative research efforts of MIT CSAIL and MIT Sloan School of Management within the three distinct areas of crytopgraphy, machine learning and AI, as well as discusses the progress of blockchain technology and cryptocurrency. He also offers a glimpse into the future of banking and finance and reveals the emerging technology of secured multi-party computation.…
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CSAIL Alliances Podcasts
1 Cybersecurity Challenges and How They Impact IOT 16:16
16:16 Play Later Play Later Lists Like Liked16:16
Play Later Play Later Lists Like LikedMIT CSAIL's Howard Shrobe, Director of the Cybersecurity@CSAIL initiative, discusses what led him to become involved in the industry of Cybersecurity, his experience with DARPA, and creating the cybersecurity programs of CRASH and MRC. Additionally, he shares insights as to the biggest challenges in cybersecurity today and how these challenges effect the development of the Internet of Things.…
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CSAIL Alliances Podcasts
1 Parallel Software and Anonymizing Networks with MIT CSAIL's Srini Devadas 19:22
19:22 Play Later Play Later Lists Like Liked19:22
Play Later Play Later Lists Like LikedMIT CSAIL professor Srini Devadas describes computer architecture, computer security and their intersection. He gives further insight into the conflict between ease of programming and performance and the communication between these threads through parallel software, such as message passing or shared memory abstraction (e.g. Google Docs).…
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CSAIL Alliances Podcasts
1 Internet of Things with MIT CSAIL's John Leonard 12:32
12:32 Play Later Play Later Lists Like Liked12:32
Play Later Play Later Lists Like LikedWhile the promise of the Internet of Things (IoT) brings many new business prospects, it also presents significant challenges ranging from technology architectural choices to security concerns. The concept of Internet of Things (IoT), which has roots at MIT, has begun to make an impact in industries ranging from industrial systems to healthcare. MIT researchers continue to conduct ground-breaking research on topics ranging from RFID to cloud technologies, from sensors to the World Wide Web. Learn cutting-edge tools and applications for this new evolution in hardware, software, and data from MIT's Computer Science and Artificial Intelligence Laboratory's IoT experts: http://bit.ly/1S4sIdp…
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CSAIL Alliances Podcasts
1 A Discussion with MIT CSAIL's Michael Stonebraker 7:44
7:44 Play Later Play Later Lists Like Liked7:44
Play Later Play Later Lists Like LikedA researcher at MIT’s Computer Science and Artificial Intelligence Lab, Michael Stonebraker has founded and led nine different big-data spin-offs, including VoltDB, Tamr and Vertica - the latter of which was bought by Hewlett Packard for $340 million. Now he’s bringing his insights to a new online course being offered this month through edX and MIT Professional Education. Co-taught by long-time business partner Andy Palmer, “Startup Success: How to Launch a Technology Company in 6 Steps” covers topics ranging from generating ideas and recruiting top talent to pitching VCs and negotiating deals - all in the span of three weeks.…
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CSAIL Alliances Podcasts
1 The Data Science Machine: Kalyan Veeramachaneni 10:28
10:28 Play Later Play Later Lists Like Liked10:28
Play Later Play Later Lists Like LikedThe Data Science Machine is an end-to-end software system that is able to automatically develop predictive models from relational data. The Machine was created by Max Kanter and Kalyan Verramachaneni at the Computer Science and Artificial Intelligence Laboratory (CSAIL) at MIT.
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