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    #105 – Robert Langer: Edison of Medicine

    enJune 30, 2020

    Podcast Summary

    • The Surprising Connection Between Science and MagicScience and magic share a common element of surprise and fascination, with magic surprising us with seemingly impossible feats and science surprising us with discoveries and new understandings of the world.

      Science and magic share a common element of surprise and fascination, as described by renowned MIT professor Bob Langer. He sees a connection between the two, with magic surprising us with seemingly impossible feats, and science surprising us with discoveries and new understandings of the world. In magic, there's a duality between the performer who knows the secrets and the audience who is unaware, much like the role of the scientist and the observer. Langer shared an example of an intriguing magic trick, the invisible pack, which involves an audience member shuffling and selecting a card without the magician touching it. This trick embodies the element of surprise and fascination that is also present in scientific discoveries.

    • Rejections in scientific researchRejections can lead to valuable learning experiences and improvements in research. Confidence and constructive criticism from reviewers are important for future work.

      Rejection is a natural part of the scientific process and can lead to valuable learning experiences. Dr. Judah Folkman and the speaker experienced this firsthand when they faced rejections from prestigious journals for their groundbreaking discoveries. These rejections were initially discouraging, but they ultimately led to improvements in their research and eventual acceptance of their work. The speaker also emphasized the importance of maintaining confidence and using constructive criticism from reviewers to improve future work. In the pursuit of groundbreaking ideas, the speaker found that exposure to new experiences and the ability to spot potential in others were key factors. While there may not be a rigorous process for identifying such ideas, the potential for broad implications can help identify them.

    • Discovering impactful ideas in science involves creating new tools and understanding biologyCreating new drugs and medical devices is a small step towards controlling the body's functions, as we learn more about the underlying biology and develop new tools to explore it.

      The process of discovering impactful ideas in the field of science, particularly in the context of biology and chemistry, is a complex and multifaceted endeavor. It involves both the creation of new technologies and the deep understanding of existing mechanisms. The human body is incredibly complicated, and progress is made through a combination of inventing new tools and gaining a better understanding of the underlying biology. While there are no easy "knobs" to control the body's functions, the discovery of drugs and medical devices represents a small step in that direction. For instance, during his postdoctoral work, the speaker, Judah Folkman, aimed to create drugs that could stop or promote blood vessel growth, a concept that was initially met with skepticism. Blood vessels are essential for providing oxygen and nutrients to cells and removing waste. Understanding their growth and development is crucial for advancing medical research.

    • Discovering and Developing Blood Vessel Growth InhibitorsIn the 1970s, researchers used polymer systems to deliver and control the release of molecules inhibiting blood vessel growth. Isolating a successful molecule led to the identification of growth factors and their inhibitors, resulting in the first approved drug, Avastin, for cancer treatment.

      The discovery and development of substances to inhibit blood vessel growth has been a crucial advancement in cancer research. In the 1970s, researchers faced the challenge of studying blood vessel growth due to the slow process and lack of available techniques. They used polymer systems to deliver and control the release of molecules that could inhibit blood vessel growth. After isolating a successful molecule in 1976, further research led to the identification of growth factors and their inhibitors over the next two decades. The first approved drug based on this research, Avastin, was a game-changer in cancer treatment, generating billions in sales and being used for various types of cancers and eye diseases. Controlling blood vessel growth is essential as it cuts off the tumor's nutrient supply, making it a vital strategy in the fight against cancer.

    • From starving tumors to targeting specific biological pathways, drug discovery involves a combination of scientific theory and experimentation.Drug discovery combines scientific theories, experimentation, and serendipity to develop effective treatments, from targeting tumors to specific biological pathways.

      The discovery of effective drugs involves a combination of scientific theory, experimentation, and serendipity. For instance, the idea of starving tumors to make them smaller and more treatable was initially a controversial one, but it has since become a common strategy in cancer treatment. The process of drug discovery also involves identifying substances that can interfere with specific biological pathways, as well as extensive testing to ensure safety and efficacy. It's amazing that as humans, we've been able to develop drugs that can improve our health, considering the complexity of the human body and the challenges involved in drug delivery. However, there are still significant hurdles to overcome, such as targeting drugs to specific cells and delivering them across various barriers in the body.

    • Advancements in drug delivery systems towards intelligent and responsive technologiesIntelligent drug delivery systems using microchips and data-driven computing can optimize drug delivery and predict next-gen drugs, reducing costs and increasing accessibility, but challenges remain in implementation and affordability.

      Advancements in drug delivery systems are moving towards more intelligent and responsive technologies, with the potential for robotic-like capabilities in the future. These systems can be made "intelligent" through the use of microchips and data-driven computing systems, which can help predict the next generation of effective drugs and optimize drug delivery based on real-time body responses. The integration of AI in drug design, delivery, and prescription has the potential to improve overall healthcare by reducing costs, increasing accessibility, and creating more effective treatments for various diseases. However, there are challenges such as cost and the current state of nanotechnology that need to be addressed before fully robotic drug delivery systems can become a reality. Additionally, while pharmaceutical drugs have significantly improved life expectancy and quality, there is a need to make them more accessible and affordable, especially in developing countries, and to continue researching and developing new drugs for various diseases.

    • Creating Organs from Scratch with Tissue EngineeringTissue engineering uses scaffolds for cell growth, explores computational control, and has approved skin products, but challenges like rejection remain

      Tissue engineering, also known as regenerative medicine, is an exciting field focused on creating organs or tissues from scratch using various methods. One common approach involves using a scaffold, such as a canvas or a chip, on which cells can grow. These cells could be stem cells or other specific cell types. The use of a computational component, like an electronic chip, is also being explored to control and sense the growth process. Skin is already an approved tissue engineering product for treating burns and diabetic skin ulcers. Other tissues, such as blood vessels, nerves, and even organs like the liver and kidneys, are being researched and developed. However, challenges remain, including the body's acceptance of the new tissue, which is being addressed through encapsulation techniques to protect the cells from rejection.

    • Exploring strategies to make cells for regenerative medicine more acceptable by the immune systemResearchers are investigating methods like masking cells, gene editing, and drugs to improve immune acceptance of regenerative medicine, with potential for regenerating many organs and tissues, but progress may take time and involve incremental steps.

      Researchers are exploring various strategies to make cells for regenerative medicine more acceptable by the human immune system. These strategies include masking cells, using gene editing approaches, and employing suppressive drugs. Regarding the future possibilities of tissue engineering, an optimistic view is that we will be able to regenerate many organs and tissues, but it could take hundreds of years. CRISPR technology, which allows for gene editing, is seen as a beautiful scientific idea with great promise. However, it is exceptionally difficult to directly copy and paste genes in the human body. Instead, progress might be made through a series of incremental steps. The patenting process plays a crucial role in advancing research by protecting intellectual property and encouraging innovation, but it also has its drawbacks, such as potential high costs and complexities.

    • Bringing New Drugs and Devices to Market: The Role of PatentsPatents play a crucial role in funding and bringing new drugs and devices to market by allowing inventors to protect their discoveries and recoup investments, despite the high costs and long timelines involved in research, animal testing, and clinical trials.

      The patent system plays a crucial role in funding and bringing new drugs and devices to market, especially in expensive fields like medicine. The process involves extensive research, animal testing, and clinical trials, which can cost billions of dollars and take years. The patent system allows inventors to protect their discoveries and recoup their investments. However, it can also limit access to these innovations once they are on the market. The most expensive part of bringing a new drug to market is clinical trials, which involve proving safety and effectiveness in humans. The patenting process involves writing up a disclosure, working with patent attorneys, and going back and forth with the USPTO to secure a patent. Building a successful startup requires both scientific discoveries and strong business leadership.

    • Balancing Science and Business in ResearchEffective research leadership combines scientific discovery with strategic business decisions to bring innovations to market, including hiring the right team, prioritizing research, securing funding, navigating regulations, and considering competition and market size.

      Successful research and innovation involve both scientific discovery and strategic business decision-making. While scientists may excel in the lab, they often need guidance from business leaders to bring their discoveries to market. The business aspects of a research project include hiring the right team, determining the order of research priorities, securing funding, navigating regulatory requirements, and considering competition and market size. Effective research leadership involves creating an environment where researchers are motivated and feel they are working on important projects that can make a positive impact on people's lives. Through a collaborative process, researchers and business leaders can brainstorm and arrive at big questions that have the potential to make a significant impact.

    • The Drive for Scientific Discovery: Passion, Funding, and PhilanthropyPassion fuels scientific discovery, academic and industrial environments offer unique advantages, funding is crucial, and philanthropists play a vital role in supporting scientific projects.

      The drive for scientific discovery comes from various sources, including personal curiosity and external requests from organizations. Passion plays a crucial role in inspiring researchers to do their best work. The academic and industrial environments each have their merits, and funding is a significant concern in academic research. Despite the challenges, successful scientists like the speaker continue to pursue their research, and philanthropists play an essential role in funding scientific discoveries by forming clear visions and carefully considering which projects to support.

    • Focus on a clear vision for significant impactClear vision + best researchers & institutions = progress towards curing cancer. Support young people & interdisciplinary approaches in academia.

      Having a clear vision is crucial when it comes to making a significant impact, whether it's in the field of cancer research or any other area. Individuals like David Koch and Bill Gates have demonstrated this by focusing on their respective goals and seeking out the best researchers and institutions to collaborate with. However, it's also essential to support young people and allow for interdisciplinary approaches in academia. As for curing cancer, it's a complex challenge that will likely require a combination of biology and engineering to achieve. The process may not be quick, but with a clear vision and the right collaborations, we can make progress towards this goal.

    • Exploring the potential of science and engineering to solve complex problems and create innovationsThrough understanding genetic mechanisms, immunological responses, and advanced technology like AI and engineering, science and engineering hold the power to solve complex problems and create desirable products, and it's crucial to nurture the next generation of scientists and engineers to continue making positive impacts.

      Science and engineering, particularly in the fields of biology and genetics, hold the potential to solve complex problems and even create desirable products, such as the perfect cookie, through a combination of understanding genetic mechanisms, immunological responses, and advanced technology like AI and engineering. Professor Bob Langer, a renowned scientist and engineer, expressed his vision of using these tools to tackle challenges and create innovations. He also emphasized the importance of nurturing the next generation of scientists and engineers, who have gone on to make significant contributions in various fields. Overall, the power of science and engineering to improve lives and make a positive impact on the world was a recurring theme in the conversation.

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    #428 – Sean Carroll: General Relativity, Quantum Mechanics, Black Holes & Aliens

    #428 – Sean Carroll: General Relativity, Quantum Mechanics, Black Holes & Aliens
    Sean Carroll is a theoretical physicist, author, and host of Mindscape podcast. Please support this podcast by checking out our sponsors: - HiddenLayer: https://hiddenlayer.com/lex - Cloaked: https://cloaked.com/lex and use code LexPod to get 25% off - Notion: https://notion.com/lex - Shopify: https://shopify.com/lex to get $1 per month trial - NetSuite: http://netsuite.com/lex to get free product tour Transcript: https://lexfridman.com/sean-carroll-3-transcript EPISODE LINKS: Sean's Website: https://preposterousuniverse.com Mindscape Podcast: https://www.preposterousuniverse.com/podcast/ Sean's YouTube: https://youtube.com/@seancarroll Sean's Patreon: https://www.patreon.com/seanmcarroll Sean's Twitter: https://twitter.com/seanmcarroll Sean's Instagram: https://instagram.com/seanmcarroll Sean's Papers: https://scholar.google.com/citations?user=Lfifrv8AAAAJ Sean's Books: https://amzn.to/3W7yT9N PODCAST INFO: Podcast website: https://lexfridman.com/podcast Apple Podcasts: https://apple.co/2lwqZIr Spotify: https://spoti.fi/2nEwCF8 RSS: https://lexfridman.com/feed/podcast/ YouTube Full Episodes: https://youtube.com/lexfridman YouTube Clips: https://youtube.com/lexclips SUPPORT & CONNECT: - Check out the sponsors above, it's the best way to support this podcast - Support on Patreon: https://www.patreon.com/lexfridman - Twitter: https://twitter.com/lexfridman - Instagram: https://www.instagram.com/lexfridman - LinkedIn: https://www.linkedin.com/in/lexfridman - Facebook: https://www.facebook.com/lexfridman - Medium: https://medium.com/@lexfridman OUTLINE: Here's the timestamps for the episode. On some podcast players you should be able to click the timestamp to jump to that time. (00:00) - Introduction (11:03) - General relativity (23:22) - Black holes (28:11) - Hawking radiation (32:19) - Aliens (41:15) - Holographic principle (1:05:38) - Dark energy (1:11:38) - Dark matter (1:20:34) - Quantum mechanics (1:41:56) - Simulation (1:44:18) - AGI (1:58:42) - Complexity (2:11:25) - Consciousness (2:20:32) - Naturalism (2:24:49) - Limits of science (2:29:34) - Mindscape podcast (2:39:29) - Einstein

    #427 – Neil Adams: Judo, Olympics, Winning, Losing, and the Champion Mindset

    #427 – Neil Adams: Judo, Olympics, Winning, Losing, and the Champion Mindset
    Neil Adams is a judo world champion, 2-time Olympic silver medalist, 5-time European champion, and often referred to as the Voice of Judo. Please support this podcast by checking out our sponsors: - ZipRecruiter: https://ziprecruiter.com/lex - Eight Sleep: https://eightsleep.com/lex to get special savings - MasterClass: https://masterclass.com/lexpod to get 15% off - LMNT: https://drinkLMNT.com/lex to get free sample pack - NetSuite: http://netsuite.com/lex to get free product tour Transcript: https://lexfridman.com/neil-adams-transcript EPISODE LINKS: Neil's Instagram: https://instagram.com/naefighting Neil's YouTube: https://youtube.com/NAEffectiveFighting Neil's TikTok: https://tiktok.com/@neiladamsmbe Neil's Facebook: https://facebook.com/NeilAdamsJudo Neil's X: https://x.com/NeilAdamsJudo Neil's Website: https://naeffectivefighting.com Neil's Podcast: https://naeffectivefighting.com/podcasts/the-dojo-collective-podcast A Life in Judo (book): https://amzn.to/4d3DtfB A Game of Throws (audiobook): https://amzn.to/4aA2WeJ PODCAST INFO: Podcast website: https://lexfridman.com/podcast Apple Podcasts: https://apple.co/2lwqZIr Spotify: https://spoti.fi/2nEwCF8 RSS: https://lexfridman.com/feed/podcast/ YouTube Full Episodes: https://youtube.com/lexfridman YouTube Clips: https://youtube.com/lexclips SUPPORT & CONNECT: - Check out the sponsors above, it's the best way to support this podcast - Support on Patreon: https://www.patreon.com/lexfridman - Twitter: https://twitter.com/lexfridman - Instagram: https://www.instagram.com/lexfridman - LinkedIn: https://www.linkedin.com/in/lexfridman - Facebook: https://www.facebook.com/lexfridman - Medium: https://medium.com/@lexfridman OUTLINE: Here's the timestamps for the episode. On some podcast players you should be able to click the timestamp to jump to that time. (00:00) - Introduction (09:13) - 1980 Olympics (26:35) - Judo explained (34:40) - Winning (52:54) - 1984 Olympics (1:01:55) - Lessons from losing (1:17:37) - Teddy Riner (1:37:12) - Training in Japan (1:52:51) - Jiu jitsu (2:03:59) - Training (2:27:18) - Advice for beginners

    #426 – Edward Gibson: Human Language, Psycholinguistics, Syntax, Grammar & LLMs

    #426 – Edward Gibson: Human Language, Psycholinguistics, Syntax, Grammar & LLMs
    Edward Gibson is a psycholinguistics professor at MIT and heads the MIT Language Lab. Please support this podcast by checking out our sponsors: - Yahoo Finance: https://yahoofinance.com - Listening: https://listening.com/lex and use code LEX to get one month free - Policygenius: https://policygenius.com/lex - Shopify: https://shopify.com/lex to get $1 per month trial - Eight Sleep: https://eightsleep.com/lex to get special savings Transcript: https://lexfridman.com/edward-gibson-transcript EPISODE LINKS: Edward's X: https://x.com/LanguageMIT TedLab: https://tedlab.mit.edu/ Edward's Google Scholar: https://scholar.google.com/citations?user=4FsWE64AAAAJ TedLab's YouTube: https://youtube.com/@Tedlab-MIT PODCAST INFO: Podcast website: https://lexfridman.com/podcast Apple Podcasts: https://apple.co/2lwqZIr Spotify: https://spoti.fi/2nEwCF8 RSS: https://lexfridman.com/feed/podcast/ YouTube Full Episodes: https://youtube.com/lexfridman YouTube Clips: https://youtube.com/lexclips SUPPORT & CONNECT: - Check out the sponsors above, it's the best way to support this podcast - Support on Patreon: https://www.patreon.com/lexfridman - Twitter: https://twitter.com/lexfridman - Instagram: https://www.instagram.com/lexfridman - LinkedIn: https://www.linkedin.com/in/lexfridman - Facebook: https://www.facebook.com/lexfridman - Medium: https://medium.com/@lexfridman OUTLINE: Here's the timestamps for the episode. On some podcast players you should be able to click the timestamp to jump to that time. (00:00) - Introduction (10:53) - Human language (14:59) - Generalizations in language (20:46) - Dependency grammar (30:45) - Morphology (39:20) - Evolution of languages (42:40) - Noam Chomsky (1:26:46) - Thinking and language (1:40:16) - LLMs (1:53:14) - Center embedding (2:19:42) - Learning a new language (2:23:34) - Nature vs nurture (2:30:10) - Culture and language (2:44:38) - Universal language (2:49:01) - Language translation (2:52:16) - Animal communication

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