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    Paul Krugman: Economics of Innovation, Automation, Safety Nets & Universal Basic Income

    enJanuary 21, 2020

    Podcast Summary

    • Exploring Economic and Political ComplexitiesStrive for wealth equality, value competition, stay open-minded, consider complex issues like govt role, automation, tech reg, healthcare with empathy and curiosity

      Wealth distribution should strive for equality without extreme wealth disparities. Competition is valuable, but not every industry benefits from it equally. It's essential to stay open-minded and explore new ideas, even if they come from people with differing political beliefs. The role of government and the impact of automation, tech regulation, healthcare, and other complex issues require thoughtful consideration and empathy. This conversation highlights the importance of curiosity and open-mindedness in understanding the complexities of economics and politics.

    • Healthcare's Challenges in Meeting Effective Competition RequirementsHealthcare's complexities and societal debates make it difficult for consumers to be well-informed, hindering effective competition. Understanding these complexities and the limitations of metrics is essential for informed decision-making.

      Not every industry is suitable for competition, and healthcare is a prime example. Kenneth Arrow's 1963 paper outlined the requirements for effective competition: well-informed parties, ability to make intelligent decisions, and understanding of the situation. Healthcare fails on all accounts, making it challenging for consumers to be well-informed about their care. Furthermore, there is disagreement about what an ideal society looks like, with debates centered on both the definition of justice and the effectiveness of various policies. Economists emphasize the importance of incentives, but there is ongoing debate about their impact on various aspects of society. Metrics, such as the Gini coefficient, can provide insights into societal conditions, but their interpretation requires context. In summary, understanding the complexities of healthcare and societal justice, as well as the limitations of metrics, is crucial for informed decision-making.

    • The US lags in societal well-being, particularly childcare and healthcareThe US needs to balance the market's efficiency with essential services to ensure societal progress

      The United States lags behind other wealthy countries in terms of societal well-being, particularly when it comes to supporting children and ensuring access to healthcare. This harshness and lack of a robust safety net not only raise ethical concerns but also have economic consequences, as the lack of basic necessities can hinder individuals' development and overall societal progress. The invisible hand of the free market does have its merits, such as aligning incentives and promoting innovation. However, it falls short when it comes to addressing societal needs that the market cannot effectively solve on its own, like healthcare and childcare. Therefore, striking a balance between the market's efficiency and the government's role in providing essential services is crucial for a prosperous and just society.

    • The Invisible Hand's Limits in Essential ServicesThe Invisible Hand, while effective in many sectors, has limitations in essential services like healthcare and education. Government intervention is necessary to ensure their effective provision.

      The invisible hand of the market, while a powerful force in organizing economic activity, does not have universal application. Adam Smith's concept, which encourages self-interested individuals to produce goods and services, works well in agriculture, manufacturing, and many services. However, it falls short in areas like healthcare and education. The speaker emphasizes the importance of recognizing the limits of the invisible hand and the role of government in providing essential services effectively. The market's "magic" is evident in the availability of fresh produce in supermarkets, but it's crucial to understand when and where it doesn't work. The speaker also shares personal experiences of government-run services like healthcare and education, which often outperform their private counterparts. Ultimately, a balance between the invisible hand and government intervention is essential for a functioning society.

    • Technological shifts and ethical shifts in workThough automation may lead to job losses, it's not unprecedented. Productivity growth has been slow in recent years, indicating a smaller ethical shift in the economy compared to the past.

      While automation and technological advancements are causing some job losses, it's not anything new or unprecedented. From the Industrial Revolution onward, technological shifts have led to ethical shifts in the nature of work and the kinds of jobs available. Automation, particularly in the form of machine learning and data processing, may reduce demand for certain jobs, but overall productivity growth has been slow in recent years, meaning we're not seeing the same level of job displacement as in the past. Productivity is a measure of the economy's total production divided by the number of hours worked. If we're seeing rapid technological progress, we would expect to see productivity rising at a rapid clip. However, productivity growth has been slow in recent years, indicating that we're not experiencing an ethical shift in the economy on the same scale as in the past. The psychology of blaming automation for lagging wages and soaring inequality is understandable, but it's important to remember that technological shifts have always led to job losses and new opportunities. The key is to adapt and find creative solutions to the challenges presented by technological advancements.

    • Technology isn't the only cause of income stagnation and job lossPolitical decisions and the collapse of labor unions have contributed significantly to income stagnation and job loss, not just technology

      The assumption of technological determinism in the job market and the economy at large is pervasive in public discourse, but it may not be the sole or even the primary cause of income stagnation and job loss. Instead, political decisions and the collapse of labor unions have played significant roles. The economy and politics are interconnected, and different countries make different choices that shape their economies. The term "welfare state" refers to programs that mitigate the risks and injustices of the market economy, and every advanced country, including the US, has one. The persistent belief that technology is the primary driver of economic change is influenced by the visibility of certain technologies and the aftermath of economic crises, leading people to seek big, deep causes rather than acknowledging the political choices behind economic issues.

    • Challenges of Universal Basic IncomeDespite benefits, UBI's high cost and low eligibility make it less effective than improving existing safety net programs and implementing comprehensive policies

      While universal basic income (UBI) is an appealing concept as a safety net, it comes with significant challenges. The speaker acknowledges the benefits of universal programs like Social Security and Medicare, which provide support without requiring proof of need. However, implementing UBI would require a substantial financial commitment, and the bar for eligibility could be too low for it to be effective. Instead, the speaker suggests focusing on improving existing safety net programs and implementing more comprehensive policies like family support and longer, more generous unemployment insurance. The political discourse is increasingly fragmented, with different sources providing vastly different perspectives. While there has been improvement in policy reporting, it's unclear how informed the typical voter is. To bridge the divide between left and right, open-minded dialogue and a focus on substantive policy discussions are essential.

    • Separating Fact from Fiction in EconomicsDistinguish between serious economic theories and crank doctrines using scientific process and empirical evidence.

      While open-mindedness is important, not all ideas are worth respecting or engaging with in a meaningful way. Economics, as a complex system with limited experimentation, has its share of false or ungrounded beliefs, often propagated by those in power. It's crucial to distinguish between serious, data-driven economic theories and crank doctrines. The scientific process and empirical evidence are essential tools to separate fact from fiction. Despite the illusion of widespread disagreement among economists, serious researchers often share a high degree of consensus on many issues. It's important to acknowledge that some ideas, no matter how radical they may seem, lack a solid basis in reality and should not be given undue attention.

    • Debating the optimal level of investment and regulation in technology industriesValues disputes and perceptions of government success hinder progress in investing more in technology for economic growth

      Effective regulation of technology industries and investment in technological innovation, including both high-tech and "prosaic" projects, is crucial for economic growth. However, there is ongoing debate about the optimal level of investment and regulation, particularly regarding minimum wages and the role of the government in addressing societal needs. The speaker expresses a belief that values disputes over the welfare state and perceptions of government success in certain areas hinder progress in investing more in knowledge and infrastructure.

    • Principles of Government Investment and International Trade in Space ColonizationA representative democracy with a market economy is a suitable starting point for space colonization's government investment and international trade, which ultimately benefits from countries specializing and deriving mutual advantage, despite complexities and controversies.

      Despite the complexities and controversies surrounding government investment and international trade, there are fundamental principles that guide these systems. In the context of space colonization, a representative democracy with a market economy might be the best starting point. Similarly, international trade, while more complex than trade between individuals due to the involvement of multiple nations and the global scale of production, ultimately exists because countries can benefit from specializing and deriving mutual advantage. Conflicts in international trade often stem from the distribution of income within countries rather than the trade itself.

    • Understanding the complexities of US-China tradeEconomist Paul Krugman advocates acknowledging the downsides of economic change and addressing job losses and challenges, rather than focusing on a simplistic 'good vs bad' perspective on trade with China.

      While trade with China has brought economic growth for both countries, it has also led to job losses and other challenges, particularly for industries like furniture manufacturing in the US. The current trade war may not directly address these underlying issues, but rather stems from a misunderstanding that selling goods to China is good and buying goods from China is bad. Paul Krugman, a renowned economist and public intellectual, emphasizes the importance of acknowledging these complexities and supports the idea that it's crucial to address the downsides of economic change, such as supporting and compensating those negatively impacted. In the midst of a polarized political climate, Krugman continues to express his ideas openly, recognizing the potential backlash but not letting it deter him from doing his work. He encourages others to focus on their research and not get overwhelmed by the public discourse. As Adam Smith once said, "We address ourselves not to their humanity, but to their self-love."

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    #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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