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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…
MDMA Therapy Podcast
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Content provided by Darek Dawda. All podcast content including episodes, graphics, and podcast descriptions are uploaded and provided directly by Darek Dawda 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://ro.player.fm/legal.
Conversations with experts in MDMA-Assisted Therapy
…
continue reading
24 episoade
Marcați toate (ne)redate ...
Manage series 2827693
Content provided by Darek Dawda. All podcast content including episodes, graphics, and podcast descriptions are uploaded and provided directly by Darek Dawda 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://ro.player.fm/legal.
Conversations with experts in MDMA-Assisted Therapy
…
continue reading
24 episoade
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MDMA Therapy Podcast

Rick Doblin, legendary founder of MAPS, discusses his views on the recent unexpected decision by the FDA to delay the approval of MDMA-Assisted Therapy for broad clinical use. In this interview, Rick clarifies each point raised against MDMA therapy in the recent controversy, then counters and dispels most of the criticism that was raised against the studies. We also explore the strange turns in recent history, starting with the unfortunate Power Trip Podcast, which itself turned out to be a power trip. Rick also talks about the psychotherapy method used in the FDA research, and shared this article on the topic: https://jamanetwork.com/journals/jamapsychiatry/article-abstract/2824481 .…
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MDMA Therapy Podcast

1 “How MDMA Therapy saved a veteran” with Jonathan Lubecky – MDMA THERAPY PODCAST #23 1:10:27
1:10:27
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After several suicide attempts, a US veteran found MDMA Assisted Therapy, which he claims not only saved his life but also cured him of PTSD. Listen to Jonathan’s remarkable story.
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MDMA Therapy Podcast

1 “What happened at the FDA Expert Panel meeting regarding MDMA Therapy?” with Matthew Baggott – MDMA THERAPY PODCAST #22 57:31
57:31
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Dr. Matthew Baggot (a neuroscientist and expert on both the neurophysiology and phenomenology of MDMA and on the FDA drug approval process) shares a number of very interesting, unique, and nuanced insights about the FDA Expert Panel meeting regarding MDMA-Assisted Therapy.
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MDMA Therapy Podcast

1 “MDMA Therapy Training at TheraPsil” with Yasmeen deRosenroll – MDMA THERAPY PODCAST #21 46:29
46:29
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Plăcut46:29
TheraPsil is a Canadian West Coast non-profit, best known for their pioneering work with Psilocybin-Assisted Therapy for end-of-life anxiety, as well as their incredible national advocacy efforts. Recently, TheraPsil added MDMA-Assisted Therapy Training to their roster of offerings. Join us for a conversation with Yasmeen de Rosenroll, TheraPsil’s Director of Training and Operations.…
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MDMA Therapy Podcast

1 “Rachel Nuwer: History of MDMA″ – MDMA THERAPY PODCAST #20 56:02
56:02
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Rachel Nuwer is a science journalist. Her new book “I Feel Love” is to-date the most comprehensive account of the history of MDMA. Rachel paints numerous stories about various colorful people related to the history of MDMA. Her thorough coverage of turning points, issues, and controversies makes this book a must-read for anyone in the field of MDMA-Assisted Therapy and beyond. We talk about the early therapeutic use of MDMA, it’s toxicity, risks, safety, and tolerance, the past politicization of science, and of course the Ferry to Sausalito.…
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MDMA Therapy Podcast

1 “Pamela Kryskow: And the Psychedelic Re-emergence″ – MDMA THERAPY PODCAST #19 1:27:44
1:27:44
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Dr. Pamela Kryskow is a powerful force reshaping the Canadian psychedelic scene. In this episode, she talks about various psychedelic initiatives she helped co-create, including a progressive non-profit Roots to Thrive Psychedelic Assisted Therapy, the Psychedelic Association of Canada, the first Canadian post-graduate certificate in psychedelic therapies, and the largest-ever psilocybin microdosing study with over 33,000 participants. Among many other topics, we talk about the great value of group therapy.…
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MDMA Therapy Podcast

1 “Safety: MDMA-Assisted Therapy 101″ with Darek Dawda – MDMA THERAPY PODCAST #18 26:33
26:33
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In this third part of the MDMA-Assisted Therapy series, Dr. Darek Dawda reviews numerous topics related to safety. He argues that, given the nature of this therapy, extra emphasis on safety is of utmost importance, and that some aspects of safety, such as what happens after the dosing sessions, require much more attention than they have received to date. The importance of extended Informed Consent is emphasized.…
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MDMA Therapy Podcast

1 “MDMA Assisted Therapy 2024” with Rick Doblin – MDMA THERAPY PODCAST #17 1:06:29
1:06:29
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Darek Dawda in conversation with Rick Doblin, a legendary visionary who founded MAPS, and who is just about to make one of the most effective known psychotherapies legally available for medical therapeutic use. Rick talks about his journey, the power of MDMA-Assisted Therapy, his thoughts on the future of humankind, and much more.…
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MDMA Therapy Podcast

1 “Integration: MDMA-Assisted Therapy 101″ with Darek Dawda – MDMA THERAPY PODCAST #16 32:55
32:55
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Plăcut32:55
In this second part of the MDMA-Assisted Therapy series, Dr. Darek Dawda discusses some key concepts related to the process of integration.
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MDMA Therapy Podcast

1 “How MDMA-Assisted Therapy reopens critical period for bonding” with Gül Dölen – MDMA THERAPY PODCAST #15 1:27:42
1:27:42
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Gül’s work is essential for understanding why MDMA-Assisted Therapy is so capable of helping us learn how to love. In this episode, she explains that the critical window for social bonding can be reopened only if BOTH the drug AND the corrective relational experience are present. Hence, the therapeutic context is key to MDMA’s therapeutic benefit. Gül discusses a host of other ideas essential for understanding MDMA-Assisted Therapy. Gül is a neuroscientist at Johns Hopkins University. She has published in the most prestigious academic journals, including Neuron, Nature, and Science.…
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MDMA Therapy Podcast

1 “Introduction: MDMA-Assisted Therapy 101″ with Darek Dawda – MDMA THERAPY PODCAST #14 25:44
25:44
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In this introduction to MDMA-Assisted Therapy, Dr. Darek Dawda discusses a few key concepts necessary for the understanding of this novel therapy.
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MDMA Therapy Podcast

1 “Personal Accounts of the MDMA Experience: Stories from the Psychedelic Science 2023 Denver Conference (Part 3) with Rick Doblin and many others – MDMA THERAPY PODCAST #13 1:10:52
1:10:52
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In this 3-episode podcast series, we present numerous personal accounts of experiences with MDMA, both in the recreational and therapeutic context. These interviews were recorded at the historic Psychedelic Science 2023 conference in Denver, the largest gathering to date of people who work on advancing the research, access, and legalization of psychedelic-assisted therapies.…
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MDMA Therapy Podcast

1 “Personal Accounts of the MDMA Experience: Stories from the Psychedelic Science 2023 Denver Conference (Part 2) with Rick Doblin and many others – MDMA THERAPY PODCAST #12 52:14
52:14
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Plăcut52:14
In this 3-episode podcast series, we present numerous personal accounts of experiences with MDMA, both in the recreational and therapeutic context. These interviews were recorded at the historic Psychedelic Science 2023 conference in Denver, the largest gathering to date of people who work on advancing the research, access, and legalization of psychedelic-assisted therapies.…
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MDMA Therapy Podcast

1 “Personal Accounts of the MDMA Experience: Stories from the Psychedelic Science 2023 Denver Conference (Part 1) with Rick Doblin and many others – MDMA THERAPY PODCAST #11 55:22
55:22
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Plăcut55:22
In this 3-episode podcast series, we present numerous personal accounts of experiences with MDMA, both in the recreational and therapeutic context. These interviews were recorded at the historic Psychedelic Science 2023 conference in Denver, the largest gathering to date of people who work on advancing the research, access, and legalization of psychedelic-assisted therapies.…
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MDMA Therapy Podcast

1 “Manual for Psychedelic Guides” with Mark Haden – MDMA THERAPY PODCAST #10 55:56
55:56
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Plăcut55:56
Working within the Harm Reduction approach, Mark Haden (Director of Research @ PsyGen, Professor of Public Health @ UBC, and Former Executive Director of MAPS Canada) discusses his book "Manual for Psychedelic Guides." Mark's insights are also applicable to MDMA-Assisted Therapy and other Psychedelic-Assisted Therapies.…
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