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

5 päivää sitten1:14:43

Toista Myöhemmin

Listat

Tykkää

Tykätty

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 math that powers 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…

MODCAST explicit

Jaa

Sarjan koti•Feed

MODCAST is a podcast on the most impactful maternal and infant health research conducted today. MODCAST aims to bring scientists, doctors, donors, and families behind the laboratory doors for a fascinating look into the science that is changing, study by study, the story of moms and babies in the U.S. From interviews and news analysis to study discussions and more, MODCAST is the science community’s source for today’s preeminent research on moms and babies.
Listen today.

21 jaksoa

#Science #Biology #March Of Dimes #Research #Pregnancy #Preterm Birth #Baby #Moms #Newborn #Microbiome

MODCAST

MODCAST explicit

updated 6 päivää sitten

Jaa

Sarjan koti•Feed

21 jaksoa

#Science #Biology #March Of Dimes #Research #Pregnancy #Preterm Birth #Baby #Moms #Newborn #Microbiome

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Winners of the 2024 Nobel Prize in Physiology or Medicine Dr. Victor Ambros and Dr. Gary Ruvkun give a rare, extended joint interview about the road that led them to their discovery of miRNA in a roundworm, Dr. Ruvkun’s later discovery of miRNA in humans, how the scientists were both inspired at a young age by astronomy, what Dr. Ambros’ late father might have said about his son’s Nobel win, and a decades-old story from Dr. Ruvkun about a trip to Bolivia.…

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Dr. Sam Mesiano on the Enzyme Discovery that Could Revive Progesterone Therapy for Preterm Birth 1:17:50

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Dr. Alexiane Decout and Dr. David MacIntyre on the Protective Power of a Good Vaginal Microbiome 1:04:37

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Dr. Alexiane Decout, an assistant professor in immunology at the University of Warwick, and Dr. David MacIntyre, one of the directors of the March of Dimes Prematurity Research Center at Imperial College London, discuss the biological advantage of Lactobacillus Crispatus, the most in-demand of all vaginal microbiome bacteria, which is protective against preterm birth. Read the preprint here: https://www.biorxiv.org/content/10.1101/2024.09.13.612838v1.full…

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March of Dimes Senior Director of Research Operations Jonathan Cherry on March of Dimes research grants and awards.

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March of Dimes' 2024 Basil O'Connor Award Winners Dr. Enninga and Dr. Murray Horwitz on Cell Free (cf) Fetal DNA as Labor Trigger, Barriers to Postpartum Heart Health 1:03:20

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The 2024 winners of the March of Dimes Basil O'Connor Starter Scholar Research Awards, Dr. Elizabeth Enninga and Dr. Mara Murray Horwitz, discuss their areas of study. Dr. Enninga, an Assistant Professor of Obstetrics & Gynecology, and Immunology, at Minnesota’s Mayo Clinic, explains how cell free (cf) fetal DNA triggers labor and preterm birth, and how understanding more about this process can help prevent early labor and more effectively induce labor. Dr. Murray Horwitz, a primary care doctor at Boston Medical Center and an assistant professor of medicine at Boston University, discusses barriers women with a hypertensive disorder of pregnancy (HDP), like preeclampsia, face in achieving cardiac and overall health after childbirth, and delves into an intervention called patient navigation that can lessen those barriers.…

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Dr. Alan Flake on the Artificial Womb, Fetal Surgery, and Stem Cell Therapy 57:31

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Dr. Alan Flake, the Director of the Center for Fetal Research at the Children’s Hospital of Philadelphia and 2021 March of Dimes Prize recipient, discusses the most impactful pursuits of his career: fetal surgery, the artificial womb, and in utero stem cell therapy.

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Dr. Brice Gaudillière, an investigator at the March of Dimes Prematurity Research Center at Stanford University, discusses a breakthrough Machine Learning (ML) algorithm that makes reliable predictions about labor onset, preterm birth, and preeclampsia and also identifies the biological markers supporting those predictions.…

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Dr. Marisa Bartolomei on Imprinted Genes, Epigenetic Mutations and Developmental Disorders 36:50

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Dr. Marisa Bartolomei, a University of Pennsylvania professor of cell and developmental biology, co-director of the university's Epigenetics Institute, and winner of the 2024 March of Dimes Richard B. Johnston, Jr., MD Prize, on discovering one of the first imprinted genes, making connections between imprinted gene mutations and developmental disorders, and uncovering the exact pathways of gene imprinting defects: namely, abnormalities in DNA methylation.…

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Dr. Jonas Miller on Unlocking the Connection of Maternal Stress and Child Brain Function 44:00

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Dr. Tim Hand on Breastmilk Antibodies and Necrotizing Enterocolitis (NEC) 45:31

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Dr. Elizabeth Cherot, the 6th and current President and CEO of March of Dimes, and the first medical doctor to lead the organization since its founding in 1938, discusses the March of Dimes Innovation Fund.

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Dr. Lynne Sykes, a co-director of the March of Dimes Prematurity Research Center at Imperial College London, discusses the immune cascade that triggers vaginal microbiome-driven preterm birth and a new vaginal supplement that could change the makeup of the vaginal microbiome to prevent this type of immune response.…

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