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TechSurge: Deep Tech VC Podcast


1 Understanding the Elegant Math Behind Modern Machine Learning 1:14:43
1:14:43
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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…
MCG Podcast Radio Network
모두 재생(하지 않음)으로 표시
Manage series 1259499
MCG Health에서 제공하는 콘텐츠입니다. 에피소드, 그래픽, 팟캐스트 설명을 포함한 모든 팟캐스트 콘텐츠는 MCG Health 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.
MCG Health, part of the Hearst Health network, provides unbiased clinical guidance that gives healthcare organizations confidence in their patient-centered care decisions. Our artificial intelligence and technology solutions, infused with objective clinical expertise, enable our clients to prioritize and simplify their work. MCG’s world-class customer service ensures that our clients maximize the benefits of licensing MCG solutions – demonstrating improved financial and clinical outcomes.
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12 에피소드
모두 재생(하지 않음)으로 표시
Manage series 1259499
MCG Health에서 제공하는 콘텐츠입니다. 에피소드, 그래픽, 팟캐스트 설명을 포함한 모든 팟캐스트 콘텐츠는 MCG Health 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.
MCG Health, part of the Hearst Health network, provides unbiased clinical guidance that gives healthcare organizations confidence in their patient-centered care decisions. Our artificial intelligence and technology solutions, infused with objective clinical expertise, enable our clients to prioritize and simplify their work. MCG’s world-class customer service ensures that our clients maximize the benefits of licensing MCG solutions – demonstrating improved financial and clinical outcomes.
…
continue reading
12 에피소드
Semua episod
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MCG Podcast Radio Network

MCG Associate Vice President and Managing Editor, William Rifkin, MD, FACP, and Managing Editor, Cheyenne Zychowski, RN, MSN, discuss the recently released 2024 Medicare Advantage and Part D Final Rule(CMS-4201-F)from the U.S. Centers for Medicare & Medicaid Services Medicare (CMS). In addition, these experts in evidence-based guidelines also explain how MCG care guidelines can help support health plans, hospitals, and Medicare Administrative Contractors (MACs) in the post-rule environment. This podcast was recorded on Thursday, June 8, 2023. Learn more about MCG: https://www.mcg.com/…
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MCG Podcast Radio Network

1 InteropNow! Podcast Series: The Importance of Electronic Prior Authorization 26:22
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MCG Associate VP of Technology & Interoperability, Rajesh Godavarthi, participated in HLTH and CHIME's InteropNow! Podcast (March 7, 2023). The discussion covered recent breakthroughs in electronic prior authorization, the standards being developed by the HL7® Da Vinci Project, and MCG's recent successes with automating prior auth decisions between payers and providers.…
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MCG Podcast Radio Network

1 WEDI Podcast Series: The Collective Voice of Health IT | How AI is Making Healthcare Better 28:51
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MCG Staff Data Scientist, Zack Kimble, discusses how artificial intelligence (or AI) is helping healthcare professionals enhance their productivity, reduce unnecessary costs, and improve workflow efficiency. This podcast was originally published by the Workgroup for Electronic Data Interchange (WEDI)on September 5, 2022.…
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MCG Podcast Radio Network

1 Partner Podcast | Palmetto GBA and MCG - eCBR Report Management 9:28
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좋아요9:28
This is a partner podcast from Palmetto GBA, a Medicare Administrative Contractor (MAC) serving Jurisdiction M, Part A, which covers Virginia, West Virginia, North Carolina, and South Carolina. In this episode of Palmetto's REWIND podcast, employees of Palmetto GBA and MCG Health discuss the importance of eCBRs (electronic billing reports) and how they can be used to reduce unnecessary hospital readmissions and promote a safe and timely hospital discharge for patients.…
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MCG Podcast Radio Network

1 WEDI Podcast Series: The Collective Voice of Health IT | The Prior Authorization Problem 33:48
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November 15, 2021: MCG's Raj Godavarthi, Associate VP of Technology and Interoperability, and Marivie Lanter, Director Product Management, join the WEDI podcast series, "The Collective Voice of Health IT" to discuss (1) the pending CMS rule on prior authorization and HL7 FHIR mandates, (2) MCG's participation in the HL7 Da Vinci Project and (3) how MCG has developed assistive artificial intelligence (AI) and natural language processing (NLP) solutions to facilitate the utilization review process, identify the appropriate level of care for patients, and support evidence-based decision-making.…
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MCG Podcast Radio Network

1 MCG Podcast | Medicare & COVID-19: Updates to CMS Healthcare Policy 29:38
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좋아요29:38
MCG Managing Editor, Cheyenne Santiago, RN, MSN, discusses the recent updates to Medicare policies and regulations by the Centers for Medicare & Medicaid Services (CMS) in response to the COVID-19 (Novel Coronavirus) Pandemic. This podcast was recorded on Thursday, May 7, 2020.
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MCG Podcast Radio Network

MCG Managing Editor, Bill Rifkin, MD, discusses the COVID-19 (Novel Coronavirus) Pandemic and the steps MCG Health (the industry leader in evidence-based clinical guidance) is taking to support healthcare professionals. This podcast was recorded on Thursday, April 9, 2020.
MCG Physician Editor, Dr. Chris Kurtz, discusses the history of palliative care, current evidence-based guidance available to address it, and the future of the practice.
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MCG Podcast Radio Network

1 MCG Podcast: Total Knee Arthroplasty & the Medicare Inpatient-Only List 17:16
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좋아요17:16
February 1, 2018: A podcast interview with Dr. William Rifkin, the Managing Editor and Physician Relation Specialist for the healthcare industry's leading care guideline provider, MCG Health. This interview focuses on the removal of total knee arthroplasty (TKA) from the CMS Medicare Inpatient Only List in 2018.…
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MCG Podcast Radio Network

1 MCG Podcast: Opioids, the CHRONIC Care Act, & CHIP Reauthorization 15:06
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좋아요15:06
November 9, 2017: MCG & Invariant's Ben Klein discuss current healthcare policy topics such as using telemedicine to address the Opioid Crisis, the Chronic (CHRONIC) Care Act of 2017, CHIP Reauthorization, and the future of Obamacare.
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MCG Podcast Radio Network

MCG Health's interview with Dr. Bill Rifkin on the recently revised definitions for "sepsis" and "septic shock". Recorded July 29, 2016 by MCG.
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