『STEM-Talk』のカバーアート

STEM-Talk

STEM-Talk

著者： Dawn Kernagis and Ken Ford
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The most interesting people in the world of science and technologyFlorida Institute for Human and Machine Cognition 代替医療・補完医療 博物学 科学 自然・生態学 衛生・健康的な生活
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  • Episode 198: Blessing or curse? Dawn grills Ken on listeners’ toughest AI questions in this all-AI AMA

    Episode 198: Blessing or curse? Dawn grills Ken on listeners’ toughest AI questions in this all-AI AMA
    2026/08/12
    Today we have an Ask Me Anything episode that focuses on artificial intelligence. For the past year, AI has dominated the headlines. Perhaps because there’s so much media and public interest, as well as paranoia, about AI, listeners have been flooding our mailbox with AI-related questions. So, today’s AMA is an exclusive focused on artificial intelligence. For our listeners who have been sending questions about ketamine; NASA’s Artemis mission to the Moon; or whether high meat consumption leads to dementia; fear not, because we will follow up today’s episode in a few weeks with a second round of AMA. Dr. Ken Ford will be answering today’s AI questions. He has been working in AI since the 1980s and is a Fellow of the Association for the Advancement of Artificial Intelligence. As a result, he is well-positioned to help us today to separate real advances in AI from hype, panic and science fiction. If you have questions for Ken and Dawn after listening to today’s episode, or any episode of STEM-Talk, email your questions to STEM-Talk producer Randy Hammer at rhammer.ihmc.org. Show notes: [00:03:15] Dawn opens our AMA episode on AI with a listener question for Ken on whether AI companies should be protected under section 230 of the U.S. Communications Decency Act. [00:08:03] Following up on the previous question, a listener asks if Ken foresees a day where laws and courts will designate AI as a judicial person, in the same way that corporations have rights under the legal doctrine of corporate personhood. [00:10:55] A listener asks Ken for his thoughts on a recent article published in the Atlantic titled “The Data-Center Panic is Overblown: Critics are Inflating the Costs.” [00:16:09] A listener asks Ken a question regarding episode 171 of STEM-Talk, in which Ken discussed a June 2024 report by Leopold Aschenbrenner which predicted rates of growth in both compute resources and power requirements for AI data centers. The listener asks how well these predictions have held up in the following year. [00:22:19] Another listener question about data centers asks Ken what his thoughts are on the notion of solving the electricity costs and cooling requirements for data centers by building them in orbit and powering them via solar energy. [00:30:07] Moving on to the applications of AI, Peter Attia recently wrote about a study out of Harvard that suggests that today’s large language models perform extremely well on medical licensing exams and often arrive at the correct diagnosis yet still struggle with differential diagnosis. The listener asks what this means about the use of AI in medicine. [00:36:53] A listener asks Ken about repeated public statements by Anthropic’s CEO that their AI models, and those expected in the future, are already powerful and dangerous enough to justify concern, while at the same time Anthropic and other leading AI companies are continuing to employ these systems and cautioning governments against regulation that could slow down innovation. The listener asks Ken how to resolve this contradiction. [00:45:18] A listener writes that in a previous AMA, STEM-Talk episode 184, Ken objected to the use of the word hallucination to describe errors made by large-language models and asks Ken to expound on this. [00:53:28] A listener asks Ken whether current AI models are evolving from being fundamentally prediction engines to being able to truly understand and reason, or if they are just becoming better and more convincing prediction engines. [00:59:37] A listener writes to Ken, mentioning that a few years ago, a thousand technology experts and researchers signed a letter urging AI labs and executives to pause the development of highly advanced AI systems and tools. This letter, drafted through the not-for-profit Future of Life Institute, warned that AI developers were locked in an out-of-control race to develop and deploy ever more powerful digital minds that no one, not even their creators, can understand, predict or reliably control. The listener also states that they learned recently that ChatGPT 5 was programmed using an earlier version of ChatGPT. If the concerns of tech leaders are to be taken seriously, the listener wonders if it is a good idea to have earlier versions of ChatGPT programing later versions of ChatGPT? [01:07:45] A listener asks Ken about the process of training smaller AI models from larger models, a process called distillation. The listener asks how this process works and if this is a way for the cost of training large models to benefit everyone. [01:14:56] A listener asks Ken what it means for China’s Open Weight GLM 5.2 to be reported to have achieved near parity with Anthropic’s Mythos. On several cyber security and vulnerability discovery benchmarks, it seems alarming that GLM 5.2 is operating at roughly 1/6th the cost and remaining openly available for download and deployment. [01:22:34] A listener writes that they recently heard a story about ...
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    1 時間 39 分
  • Episode 197: Scott Sherr discusses hyperbaric oxygen therapy, methylene blue, and more

    Episode 197: Scott Sherr discusses hyperbaric oxygen therapy, methylene blue, and more
    2026/07/15
    Today we have Dr. Scott Sherr, an internal medicine physician who specializes in Hyperbaric Oxygen Therapy. Scott is the director of Integrative Hyperbaric Medicine and Heath Optimization at Hyperbaric Medical Solutions. It is a division of Hyperbaric Medical Solutions, an independent, hyperbaric oxygen therapy provider that aims to educate people about the benefits of hyperbaric oxygen therapy via telemedicine consulting. He also is COO of Troscriptions, which provides physician-formulated products including popular methylene blue products. In today’s interview, Scott talks about how he uses Hyperbaric Oxygen Therapy (HBOT) to treat a number of health conditions. He also shares how he incorporates methylene blue into some of his treatment strategies and explains how HBOT is now being used as a complementary treatment for autoimmune diseases by helping reduce inflammation, improve blood flow and support immune function. Show notes: [00:03:29] Dawn tells Scott that she heard a story that Scott had his spine adjusted when he was just five minutes old. She asks Scott if he can share what happened. [00:04:15] Dawn mentions that Scott grew up in New York on Long Island and that as a child he spent a lot of time at his father’s chiropractic office. Dawn asks Scott about his father and his practice. [00:05:38] Ken notes that Scott was into sports as a kid and asks him to talk about his childhood and what he was like as a kid. [00:07:09] Dawn notes that after high school, Scott left New York for the West Coast, landing at UCLA. Dawn asks Scott to talk about what led him there. [00:08:00] Dawn explains that Scott initially started to major in biology but quickly changed majors. Scott explains why he changed majors. [00:08:41] Dawn asks Scott why he chose to attend the University of Maryland for medical school after graduating from UCLA. [00:09:26] Dawn asks Scott about the story of how he met his wife at the University of Maryland. [00:09:50] Dawn pivots back to Scott’s love of music, mentioning that Scott and three other medical school students at Maryland formed a band called The Airport Rocking Chairs. Scott describes how the band came together and how they performed at gigs around the Baltimore/D.C. area. [00:11:16] Ken asks Scott to talk about how his early ambition upon entering medical school was to find a way to bridge the gap between conventional and alternative/chiropractic medicine. [00:12:54] Ken explains that in Scott’s third year of medical school, he did rotations at the University Shock and Trauma Facility. Ken asks Scott to talk about why this was such an important experience for Scott. [00:14:32] Dawn explains that hyperbaric chambers are used to treat injuries like necrotizing fasciitis and severe wounds. Dawn asks Scott to talk about finding a hyperbaric chamber in the basement of the University Shock and Trauma Facility and how that led to his fascination with the potential for hyperbaric oxygen therapy. [00:15:51] Dawn asks Scott to talk about how his initial research on hyperbaric therapies led him to conclude that they were being vastly underutilized in conventional medicine. [00:16:31] Dawn mentions that people are likely familiar with hyperbaric oxygen therapy (HBOT) in terms of treating divers suffering from decompression sickness. She asks Scott to give a primer on the mechanisms by which HBOT affects the body and why it has potential to treat other conditions besides decompression sickness. [00:19:38] Ken asks Scott to talk more about other conditions, both acute and chronic, that HBOT might be helpful in treating. [00:22:51] Dawn asks about Scott’s experience as a hospitalist, which is an internal medicine physician who acts as a primary care physician in a hospital, and how this experience gave him a unique perspective on the strengths and limitations of modern medicine. [00:25:13] Ken asks Scott if it’s fair to say that his experience as a hospitalist was foundational in developing his understanding of patient care and healthspan. [00:26:51] Dawn explains that when Scott’s wife received a fellowship at Stanford University, Scott eventually left his career as a hospitalist to serve as the medical director for a hyperbaric medicine facility in the San Francisco Bay area. Dawn asks Scott to talk about how this experience deepened his understanding and expertise in hyperbaric oxygen therapy. [00:28:26] Ken asks Scott to talk about his relationship with Dominic D’Agostino, who was our recent guest on STEM-Talk episode 196, and who is very active in the field of hyperbaric oxygen therapy. [00:30:48] Dawn mentions that during Scott’s work as a hospitalist, he began to develop a more integrated approach to hyperbaric medicine, taking nutritional status, sleep patterns, mitochondrial function, and a number of other factors into consideration. Doing this work, Scott noticed that a number of patients would require weeks or months of preparation before beginning HBOT, ...
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    1 時間 27 分
  • Episode 196: Dominic D’Agostino discusses advances in ketogenic metabolic therapy and hyperbaric oxygen therapy

    Episode 196: Dominic D’Agostino discusses advances in ketogenic metabolic therapy and hyperbaric oxygen therapy
    2026/06/11
    Today we have Dr. Dominic D’Agostino, who over the past 10 years has been a frequent guest on STEM-Talk. Today Dom joins us to give us an update on his recent research into ketogenic metabolic therapies, ketone supplements as well as hyperbaric oxygen therapy for traumatic brain injuries. Dom and his lab at the University of South Florida have published more than 20 papers since his last appearance on STEM-Talk in 2023. Dom is an Associate Professor in the Department of Molecular Pharmacology and Physiology at South Florida’s Morsani College of Medicine. Dom has a background in neuroscience, molecular pharmacology, nutrition and physiology. In addition to developing and testing metabolic-based therapies, Dom’s lab also investigates seizure disorders, brain cancer, neurodegenerative diseases and rare genetic-metabolic disorders. Show notes: [00:03:28] Dawn welcomes Dom back to the show and explaining that he has been quite busy since his last appearance, authoring or co-authoring more than 20 papers. Over the past several years, Dom has been helping to advance the science and application of ketogenic metabolic therapy (KMT) with colleagues at Moffitt Cancer Center, particularly focusing on using KMT to enhance immune-based therapies for certain types of cancers. Dawn asks Dom about this collaboration. [00:05:04] Dawn explains that ketogenic metabolic therapy is a dietary approach that focuses on a high-fat/low-carb diet to reduce glucose availability for cancer cells, potentially slowing their growth and improving treatment outcomes. It has been explored as a complimentary treatment for a variety of cancers including gliomas by shifting the metabolism of tumor cells away from glucose. Dawn asks Dom to explain what is involved in KMT. [00:06:58] Dawn clarifies that KMT requires less than 20-25 grams of carbohydrates per day, and that ketosis is a metabolic state in which the body switches from glucose metabolism to metabolizing fats in the form of ketones. Dawn goes on to explain that cancer cells typically consume glucose at a higher rate than normal cells. However, cancer cells are also very adaptable, and Dawn asks Dom to talk about this feature of cancer cells. [00:09:14] Ken explains that KMT has shown the most promise in treating high-grade gliomas, or brain cancers, such as glioblastoma, which is the most aggressive primary brain tumor in adults. Ken explains that Dom was part of a massive review titled “Clinical research framework proposal for ketogenic metabolic therapy in glioblastoma,” which proposed guidelines for the management of glioblastoma based on an understanding of cancer as a metabolic disease, particularly involving mitochondria. Ken asks Dom to talk about this review. [00:11:21] From a patient advocacy perspective, Ken notes that the review recommends that there should be an aggressive education campaign that can arm patients with knowledge about KMT and other novel therapies. Ken asks Dom to talk about that recommendation. [00:13:15] Ken asks about the process of cutting the review from upwards of 200 pages down to around 50 pages with 49 authors. [00:15:04] Dawn mentions that Dom was part of another paper in 2024 titled “Targeting the mitochondrial stem cell connection in cancer treatment – a hybrid orthomolecular protocol.” Dawn explains that this paper looked at the mitochondrial stem cell connection theory (MSCC), which argues that cancer originates from chronic oxidative phosphorylation insufficiency in stem cells. This insufficiency leads to the formation of cancer stem cells and abnormal energy metabolism ultimately resulting in malignancy. There were 16 research centers and organizations involved in this paper which introduced a hybrid orthomolecular protocol to target the mitochondrial stem-cell connection. Dawn asks Dom to give an overview of MSCC. [00:18:26] Dawn explains that in this paper Dom and his co-authors propose a protocol that would enhance oxidative phosphorylation and inhibit the primary fuels of cancer, glucose and glutamine. This would target both cancer stem cells and metastasis. Dawn asks Dom to explain why this concept is attracting so much interest as a potential therapeutic approach for cancer. [00:20:48] Dawn asks if Dom could discuss the orthomolecular protocol, which is an approach that focuses on preventing and treating diseases by correcting nutritional balances in the body. [00:24:41] Ken asks if the proposed dietary intervention in the orthomolecular approach is different from a standard or typical ketogenic diet. [00:26:48] Ken shifts the discussion to talk about ketone supplements, explaining that Dom recently published a paper titled “Divergent hepatic outcomes of chronic ketone supplementation.” Ken goes on to explain that ketone salts preserve liver health, while some ketone esters and precursors appear to drive inflammation and steatosis. There is a lot of interest in ketone supplementation because they substantially ...
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    1 時間 11 分
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