JAMA Dermatology Author Interviews 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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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…

JAMA Dermatology Author Interviews

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Interviews with authors of articles from JAMA Dermatology. JAMA Dermatology covers research on the skin, its diseases, and their treatment. Our mission is to explicate the structure and function of the skin and its diseases and the art of using this information to deliver optimal medical and surgical care to the patient. We attempt to enhance the understanding of cutaneous pathophysiology and improve the clinician's ability to diagnose and treat skin disorders.

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#Science #Fitness #Medicine #American Medical Association #JAMA Network #Dermatology #Jamanetwork #Skin #JAMA

JAMA Dermatology Author Interviews

updated منذ 24 يومًا

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113 حلقات

#Science #Fitness #Medicine #American Medical Association #JAMA Network #Dermatology #Jamanetwork #Skin #JAMA

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JAMA Dermatology Author Interviews

1
The Role of Formulation in Benzene Formation in Benzoyl Peroxide Products 19:14

منذ 24 يومًا19:14

19:14

Interview with John S. Barbieri, MD, MBA, and Michelle Wong, PhD, authors of The Role of Formulation in Benzene Formation in Benzoyl Peroxide Products. Hosted by Adewole S. Adamson, MD. Related Content: The Role of Formulation in Benzene Formation in Benzoyl Peroxide Products

JAMA Dermatology Author Interviews

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Superficial Curettage Plus Imiquimod Cream for Nodular Basal Cell Carcinoma 16:42

منذ 5 weeks16:42

16:42

Interview with Babette J. A. Verkouteren, MD, PhD, author of Imiquimod Cream Preceded by Superficial Curettage vs Surgical Excision for Nodular Basal Cell Carcinoma: A Secondary Analysis of a Randomized Clinical Trial. Hosted by Adewole S. Adamson, MD. Related Content: Imiquimod Cream Preceded by Superficial Curettage vs Surgical Excision for Nodular Basal Cell Carcinoma…

JAMA Dermatology Author Interviews

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Outpatient Dermatology Productivity Measures by Patient Race, Sex, and Age 16:57

منذ 11 weeks16:57

16:57

Interview with Lauren A. V. Orenstein, MD, MSc, author of Outpatient Dermatology Productivity Measures by Patient Race, Sex, and Age. Hosted by Adewole S. Adamson, MD. Related Content: Outpatient Dermatology Productivity Measures by Patient Race, Sex, and Age

JAMA Dermatology Author Interviews

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Hidradenitis Suppurativa and Maternal and Offspring Outcomes 17:37

منذ 20 weeks17:37

17:37

Interview with Nathalie Auger, MD, MSc, and Vincent Piguet, MD, PhD, authors of Hidradenitis Suppurativa and Maternal and Offspring Outcomes. Hosted by Adewole S. Adamson, MD. Related Content: Hidradenitis Suppurativa and Maternal and Offspring Outcomes

JAMA Dermatology Author Interviews

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Home- vs Office-Based Narrowband UV-B Phototherapy for Patients With Psoriasis 23:23

منذ 23 weeks23:23

23:23

Interview with Joel M. Gelfand, MD, author of Home- vs Office-Based Narrowband UV-B Phototherapy for Patients With Psoriasis: The LITE Randomized Clinical Trial. Hosted by Adewole S. Adamson, MD. Related Content: Home- vs Office-Based Narrowband UV-B Phototherapy for Patients With Psoriasis

JAMA Dermatology Author Interviews

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Global Antimicrobial Susceptibility Patterns of Staphylococcus aureus in Atopic Dermatitis 21:57

منذ 23 weeks21:57

21:57

Interview with Maria Teresa García-Romero, MD, MPH, author of Global Antimicrobial Susceptibility Patterns of Staphylococcus aureus in Atopic Dermatitis: A Systematic Review and Meta-Analysis. Hosted by Adewole S. Adamson, MD. Related Content: Global Antimicrobial Susceptibility Patterns of Staphylococcus aureus in Atopic Dermatitis…

JAMA Dermatology Author Interviews

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Cutaneous Neurofibromas and Quality of Life in Adults With Neurofibromatosis Type 1 18:51

منذ 27 weeks18:51

18:51

Interview with Kavita Y. Sarin, MD, PhD, author of Cutaneous Neurofibromas and Quality of Life in Adults With Neurofibromatosis Type 1. Hosted by Adewole S. Adamson, MD, MPP. Related Content: Cutaneous Neurofibromas and Quality of Life in Adults With Neurofibromatosis Type 1

JAMA Dermatology Author Interviews

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Standardizing Retrospective Observational Research in Cutaneous Squamous Cell Carcinoma 13:54

منذ 32 weeks13:54

13:54

Interview with Kathryn T. Shahwan, MD, author of Standardizing Retrospective Observational Research in Cutaneous Squamous Cell Carcinoma: Expert Panel Guidelines from ITSCC. Hosted by Adewole S. Adamson, MD, MPP. Related Content: Standardizing Retrospective Observational Research in Cutaneous Squamous Cell Carcinoma…

JAMA Dermatology Author Interviews

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Single-Lesion Skin Cancer Risk Stratification Triage Pathway 21:36

منذ 36 weeks21:36

21:36

Interview with Albert S. Chiou, MD, MBA, author of Single-Lesion Skin Cancer Risk Stratification Triage Pathway. Hosted by Adewole Adamson, MD, MPP. Related Content: Single-Lesion Skin Cancer Risk Stratification Triage Pathway

JAMA Dermatology Author Interviews

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Clinical Course, Antifungal Susceptibility, and Genomic Sequencing of Trichophyton indotineae 18:31

منذ 42 weeks18:31

18:31

Interview with Sudha Chaturvedi, PhD, author of Clinical Course, Antifungal Susceptibility, and Genomic Sequencing of Trichophyton indotineae. Hosted by Adewole S. Adamson, MD, MPP. Related Content: Clinical Course, Antifungal Susceptibility, and Genomic Sequencing of Trichophyton indotineae

JAMA Dermatology Author Interviews

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Stigmatization and Mental Health Impact of Chronic Pediatric Skin Disorders 19:13

منذ 45 weeks19:13

19:13

Interview with Amy S. Paller, MD, author of Stigmatization and Mental Health Impact of Chronic Pediatric Skin Disorders. Hosted by Adewole S. Adamson, MD, MPP. Related Content: Stigmatization and Mental Health Impact of Chronic Pediatric Skin Disorders

JAMA Dermatology Author Interviews

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Symptoms of Cognitive Impairment Among Children With Atopic Dermatitis 20:37

منذ 1 year20:37

20:37

Interview with Joy Wan, MD, MSCE, author of Symptoms of Cognitive Impairment Among Children With Atopic Dermatitis. Hosted by Adewole S. Adamson, MD, MPP. Related Content: Symptoms of Cognitive Impairment Among Children With Atopic Dermatitis

JAMA Dermatology Author Interviews

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Efficacy and Durability of Intravenous Ertapenem Therapy for Recalcitrant Hidradenitis Suppurativa 20:21

منذ 1 year20:21

20:21

Interview with Steven R. Cohen, MD, MPH, author of Efficacy and Durability of Intravenous Ertapenem Therapy for Recalcitrant Hidradenitis Suppurativa. Hosted by Adewole S. Adamson, MD, MPP. Related Content: Efficacy and Durability of Intravenous Ertapenem Therapy for Recalcitrant Hidradenitis Suppurativa…

JAMA Dermatology Author Interviews

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Lived Experience of Acne and Acne Treatment in Transgender Patients 18:33

منذ 1 year18:33

18:33

Interview with Howa Yeung, MD, MSc, author of Lived Experience of Acne and Acne Treatment in Transgender Patients. Hosted by Adewole S. Adamson, MD, MPP. Related Content: Lived Experience of Acne and Acne Treatment in Transgender Patients

JAMA Dermatology Author Interviews

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Pathologist Characteristics and Higher-Grade Diagnoses for Melanocytic Lesions 18:53

منذ 1 year18:53

18:53

Interview with Kathleen F. Kerr, PhD, author of Pathologist Characteristics Associated With Rendering Higher-Grade Diagnoses for Melanocytic Lesions. Hosted by Adewole S. Adamson, MD, MPP. Related Content: Pathologist Characteristics Associated With Rendering Higher-Grade Diagnoses for Melanocytic Lesions…

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JAMA Dermatology Author Interviews

JAMA Dermatology Author Interviews

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