Access To Excellence podcast

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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…

Access to Excellence Podcast

منزل السلاسل•Feed

George Mason University’s Access to Excellence podcast brings you the university’s most compelling research and stories. Hosted by Mason President Gregory Washington.

66 حلقات

#Society #Podcasting Education #GMU #George Mason University

Access to Excellence Podcast

updated منذ 19 يومًا

منزل السلاسل•Feed

George Mason University’s Access to Excellence podcast brings you the university’s most compelling research and stories. Hosted by Mason President Gregory Washington.

66 حلقات

#Society #Podcasting Education #GMU #George Mason University

كل الحلقات

1
James Baldwin’s insights on American life and identity 53:07

منذ 19 يومًا53:07

53:07

In his essay, "As Much Truth as One Can Bear," James Baldwin writes, "not everything that is faced can be changed, but nothing can be changed until it is faced." It's a timeless quote, one that feels as relevant now in 2025 as it did in 1962. On this episode of Access to Excellence Distinguished Professor Keith Clark joins President Gregory Washington to discuss Baldwin's legacy, the powerful lessons found in Black literature, and the importance of bearing witness to the past in order to make a better future.…

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Navigating AI’s risks and rewards 50:46

منذ 7 weeks50:46

50:46

In 2024, artificial intelligence dominated conversations across the globe from copyright lawsuits against AI art generators to developing legislation for artificial intelligence regulation. On this episode of Access to Excellence, President Gregory Washington and George Mason’s inaugural vice president and chief AI officer Amarda Shehu discuss the research possibilities of AI and the role of higher education in AI training and development.…

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The economic perceptions driving U.S. politics 1:00:20

منذ 12 weeks1:00:20

1:00:20

Another presidential election has come and gone. Reactions to the reelection of Donald Trump are wide and varied. And we’re facing a growing divide across our nation as we transition, once again, from one party in control to another. How did we get here? Are these truly unprecedented times? On this riveting episode of Access to Excellence, President Washington is joined by two experts on the political process—Jeremy Mayer and Jennifer Victor, associate professors of political science in the Schar School—to discuss the impacts of polls, economic perceptions, and more on the 2024 presidential election.…

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What are the chances of intelligent life beyond Earth? 46:34

منذ 16 weeks46:34

46:34

Since putting the first man on the Moon in 1969, scientists have continued to push our knowledge and understanding of life and existence in vast unknown frontiers of space. Whether through Mars colonies or alien life forms, we're all wondering what and who can survive beyond Earth's atmospheres. In this episode of Access to Excellence, associate professor of computational and data sciences Anamaria Berea discusses her research on Mars settlements and Unidentified Aerial Phenomenon as she and President Gregory Washington debate the age-old question: What are the chances of intelligent life beyond Earth?…

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Can dirty coffee grounds be the key to clean water? 53:21

منذ 20 weeks53:21

53:21

Every day at George Mason University, faculty like assistant professor Jeffrey Moran develop innovative solutions to the world’s grand challenges. And sometimes those grand challenges can have small solutions that come from the most unlikely of places. In this episode of Access to Excellence, join Moran and President Gregory Washington as they discuss the water-cleaning powers of spent coffee grounds, aerosol experiments on the International Space Station, and finding inspiration for innovation in jazz.…

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Marking a decade of success at Mason Korea 49:52

منذ 31 weeks49:52

49:52

Ten years ago, Mason Korea opened its doors at the Incheon Global Campus in Songdo, South Korea. Now, the campus offers degrees in six undergraduate and two graduate disciplines to students from around the world. To recognize this anniversary, President Gregory Washington is joined by former campus dean Robert Matz and associate professor Gyu Tag Lee to discuss the growth of Mason Korea, the influence of Korean pop on global culture, and the future of Mason at the Incheon Global Campus.…

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Cybersecurity and the global threats of tomorrow 1:02:32

منذ 35 weeks1:02:32

1:02:32

Jamil Jaffer, founder and executive director of the National Security Institute and assistant professor of law at George Mason University's Antonin Scalia Law School, knows better than anyone the growing threats to national security during these rapidly changing times. In this fast-paced episode of Access to Excellence, Jaffer and George Mason President Gregory Washington discuss the U.S.'s position on the global stage, the power of the American Dream, and what we as citizens can do to start solving some of the country's stickiest problems.…

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What will become of the Amazon? 52:45

منذ 46 weeks52:45

52:45

Jeremy Campbell, associate director for strategic engagement in George Mason University’s Institute for a Sustainable Earth, says that at its current pace the vast Amazon rainforest, in five to 10 years, could pass a tipping point in which it could transform into grasslands. That process, fueled by deforestation and climate change, is a threat to the biodiversity and socio-cultural aspects that define the region, and has global implications as well. In this fascinating conversation, Campbell explains to Mason President Gregory Washington the magnitude of what the loss of the Amazon rainforest would really mean.…

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Catherine Read, mayor of Fairfax City, Va., is outspoken, unfiltered 46:00

منذ 50 weeks46:00

46:00

Catherine Read is the first woman and first George Mason University alum to be mayor of Fairfax City, Va., the university’s hometown, and she isn’t shy about touting an institution she says helped teach her how to think critically. Want to know why it’s good to “disrupt the system,” why it’s important to get more women into policy-making decisions, and why our educational system doesn’t reward bold ideas? Read tells you in this conversation with Mason President Gregory Washington. She also is adamant that “if we can’t maintain democracy, if we can’t preserve our country’s rule of law, then all of these other things make zero difference.”…

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A view from the pulpit 49:43

منذ 1 year49:43

49:43

With oratory flair, Rev. Jeffery Johnson, pastor at Mount Calvary Baptist Church in Fairfax, Virginia, and Dr. Vernon Walton, pastor at First Baptist Church in Vienna, Virginia, guide us through some of the history and aspirations of the Black community using the lens of Black and African American History Month, Dr. King’s “I have a dream” speech, the dissolution of Black-only communities, and their perspectives as leaders of their parishes, which were founded by formerly enslaved people. George Mason University President Gregory Washington and the pastors also examine the unique, but intertwined, roles the university and churches can play to confront issues such as affordable housing, food insecurity, and healthcare.…

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Where the bodies are buried 42:10

منذ 1 year42:10

42:10

Forensic research on human donors is not for the faint of heart, Mary Ellen O’Toole, director of the Forensic Science Program in George Mason University’s College of Science, admitted to Mason President Gregory Washington. But the university’s new outdoor research and training laboratory—or “body farm,” as O’Toole, a former FBI profiler, calls it—is a valuable addition to the study of human decomposition in various environmental conditions for the purpose of solving crimes. It also positions O’Toole’s program as a national leader in forensic science and forensic anthropology.…

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Are we headed for an internet apocalypse? 44:17

منذ 1 year44:17

44:17

Peter Becker, a professor in the Physics and Astronomy Department in George Mason University’s College of Science, talks with Mason President Gregory Washington about how a predicted major increase in solar storm activity could be a prelude to an “internet apocalypse.” Can we prepare? What could be the consequences? What are the economic implications? A $14 million federal study Becker is leading with the Navy could provide better predictive capabilities and help us better understand exactly what’s at stake.…

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The critical importance of shared humanity 42:47

منذ 1 year42:47

42:47

Melissa Perry, dean of George Mason University’s College of Public Health, is an ardent proponent of virtual reality and AI as tools to help solve the nation’s health challenges. But, as she tells Mason President Gregory Washington, a technology overload has also helped create an “epidemic of loneliness” that has heightened the importance of a shared humanity and “being present for each other.” Perry also discusses her suicide attempt as a teenager that ultimately inspired her career in public health.…

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The tension between war, justice, and peace 42:08

منذ 1 year42:08

42:08

Karina Korostelina , a professor of conflict analysis and resolution in George Mason University's Jimmy and Rosalynn Carter School for Peace and Conflict Resolution , conducts research with global implications that not only applies to countries and groups in conflict but societies as well. She tells Mason President Gregory Washington that Ukraine’s war with Russia, at its end, will present enormous problems with the reconciliation of people and territories. A look behind the scenes at Korostelina’s remarkable research and what it tells us about human nature and how we can find peace after conflict.…

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Nikyatu Jusu is elevating the horror genre 37:05

منذ 2 years37:05

37:05

Nikyatu Jusu , an assistant professor of directing and screenwriting in George Mason University’s College of Visual and Performing Arts , talks to Mason President Gregory Washington about her movie “Nanny,” which won the grand prize at the 2022 Sundance Film Festival, and why the horror genre is not all “jump scares.” Just as often, she says, the monster is a commentary on human nature and the way we treat each other and ourselves. A fascinating conversation with this gritty street filmmaker who went from studying biomedical engineering to putting non-traditional protagonists into fantastical worlds. Discover more: https://www.gmu.edu Connect with George Mason University on social media: Facebook: http://www.facebook.com/georgemason Twitter: http://www.twitter.com/georgemasonu Instagram: http://www.instagram.com/georgemasonu LinkedIn: https://www.linkedin.com/school/georg... ----more---- Connect with President Gregory Washington on social media: Facebook: https://www.facebook.com/GMUPres Twitter: https://twitter.com/GMUPres Instagram: https://www.instagram.com/presidentgr... LinkedIn: https://www.linkedin.com/in/gregorywa... #MasonNation #GMU #GeorgeMasonUniversity #Fusion #FusionEnergy #LearnFromLeaders #MasonScience #HonorsMason…

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