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    Optimism, AI (and the end of homework!) - with Tyler Cowen

    enMay 30, 2023

    Podcast Summary

    • Tyler Cowen's Optimism About AI and TalentEconomist Tyler Cowen sees AI as a key factor in America and Europe's potential resurgence, emphasizing the importance of identifying and cultivating talent to navigate future challenges and opportunities.

      Economist Tyler Cowen is optimistic about the future, particularly in relation to the revolution in artificial intelligence. Despite concerns about geopolitics, economics, and popular culture, Cowen believes that America and Europe can rebound, and he sees AI as a major factor in this potential resurgence. Cowen, who is the faculty director of the Mercatus Center at George Mason University and the host of the podcast "Conversations with Tyler," has written extensively on economics and talent identification. He sees LeBron James as a model for talent in various fields, and he believes that understanding how to identify and cultivate talent will be crucial in navigating the challenges and opportunities of the future. Cowen's unique interviewing style and wide-ranging expertise make him a valuable voice in understanding the complex issues of our time.

    • The Impact and Global Phenomenon of AIAI's global popularity and rapid growth, comparable to the printing press and the iPhone, signals its transformative impact on labor markets, scientific research, and industries.

      Artificial intelligence (AI) is a revolutionary technology that significantly multiplies human intelligence, comparable to the impact of the printing press on history. With the release of ChatGPT in November 2022, AI became a global phenomenon, amassing millions of users in a short period, surpassing the growth rates of popular platforms like Facebook and Netflix. Tyler Cowen, who wrote about AI's potential a decade ago, was not surprised by this development, as he had long anticipated its transformative impact on labor markets, scientific research, and various industries. The iPhone's introduction in 2007 marked a similarly transformative period, with the intersection of mobility, social media, and Fintech leading to a world where billions of people carry supercomputers in their pockets. AI's rapid advancement is expected to continue changing the world in profound ways.

    • A new turning point in our lives with AIAI offers benefits like access to high-quality tutors and superior diagnostics, but presents challenges like potential misuse and the need for institutional adaptation.

      The release of ChatGPT and the advancements in artificial intelligence mark a significant turning point in our lives, comparable to the introduction of the iPhone and the Internet. This technology offers immediate benefits, such as access to high-quality tutors for learning and superior diagnostic capabilities, especially in areas where resources are scarce. However, it also presents challenges, including the potential misuse of information and the need for institutions to adapt to new, more efficient systems. The future of this technology depends on the creativity, innovation, and organization of those who use it for good. The race to leverage large language models for knowledge and information production is on, and it's crucial for all nations to stay competitive in this new landscape.

    • AI's Impact on Education, Healthcare, and ResearchAI tools in healthcare assist diagnostics, education models handle homework, and AI is essential in research, but human skills like networking, charisma, and contextual understanding remain valuable.

      The advancements in artificial intelligence (AI) are significantly impacting various sectors, including education, healthcare, and research. These developments are leading to a shift in the labor market and the value of different skills. For instance, in healthcare, AI tools like chatbots can assist in medical diagnostics, but they may not completely replace doctors for complex procedures. In education, AI models can handle most homework tasks, leaving humans to focus on networking, charisma, setting goals, and understanding context. In research, AI is becoming an essential tool, accelerating scientific progress and solving complex problems directly. However, not all knowledge is abundant, and human skills like networking, charisma, and contextual understanding remain valuable. The education system needs to adapt to these changes, and society must find ways to support those whose skills are no longer in demand. Overall, the abundance of knowledge brought about by AI is reshaping the knowledge economy and the roles of knowledge workers.

    • Reconsidering the Value of Homework with AITraditional homework may not challenge students creatively, but using AI models for homework can have value. Debates about pausing AI development are ill-conceived, and progress should be made while addressing issues as they arise.

      While oral exams and collaborative work with AI models can be effective ways to assess students, the traditional concept of take-home homework should be reconsidered or abolished. The reason being that it often relies on repetitive tasks and does not challenge students creatively. However, if homework is designed to encourage students to work with AI models, then it can still have value. Furthermore, there have been debates about pausing the development of AI, but the speaker believes that such a pause is ill-conceived and that the best approach is to proceed with technology while addressing any issues that arise. It's important to note that not all nations or groups may agree to a pause, and that progress is often made by addressing problems as they come up. Additionally, there are examples of innovations that have raised concerns but ultimately proved beneficial, and it's impossible to micromanage the direction of science and technology.

    • North America's Strengths in the Global Game of PokerNorth America's strengths include an abundance of talent, military power, natural resources, a strong constitution, and technological advancements, making its hand in the global game of poker the best among other potential contenders.

      Despite the challenges and issues facing America and North America, such as debt, crime, inflation, and political dysfunction, the optimistic view is that these regions possess significant strengths, including an abundance of talent, military power, natural resources, a strong constitution, and technological advancements. These advantages, the speaker argues, make the North American hand in the metaphorical game of poker the best among other potential contenders. While acknowledging the presence of major problems, the speaker remains hopeful, citing examples of progress, such as declining crime rates, decreasing inflation, and innovative policies at the state level. The speaker concludes by expressing optimism about the potential for positive change, despite the less-than-ideal political landscape.

    • Cities Adapt and Thrive Despite ChallengesCities like New York and San Francisco face challenges but remain economically and culturally significant. The Southeast, particularly Florida, has seen growth and transformation, and cities like Nashville and Chattanooga have experienced resurgence. Adaptation and learning from challenges are crucial for future success.

      While there are challenges in major cities like New York and San Francisco, their unique strengths and diverse talent make them resilient. The Southeast, particularly Florida, has seen significant growth and transformation, and cities like Nashville and Chattanooga have experienced remarkable resurgence. The high cost of living in cities like New York and San Francisco may push some residents away, but their economic and cultural significance ensures their continued relevance. The ability of cities to adapt and learn from their challenges is crucial for their future success. Despite concerns about depopulation in some areas, overall, the United States has seen much positive change at the state level.

    • Despite political instability, innovation thrives in regions like Southern England and PolandSouthern England, particularly London, and Poland are key innovation hubs despite political instability. London contributes to fields like mRNA vaccines and AI, while Poland's pro-American, pro-capitalist stance and 4% annual growth rate make it a potential competitor.

      Despite political instability in certain countries like the UK, there are regions and nations that continue to thrive as global innovation hubs. Southern England, specifically London, is highlighted for its significant contributions to fields like mRNA vaccines and artificial intelligence. While the UK as a whole faces challenges with its political climate and the aftermath of Brexit, countries like Poland are seen as promising contenders for economic growth and innovation. Poland's dynamic attitude, pro-American and pro-capitalist stance, and impressive 4% annual growth rate make it a potential competitor to established European powers. Overall, while political instability can be a concern, the world's most remarkable engines of progress and growth continue to push forward, adapting to challenges and driving innovation.

    • Poland, India, and Israel's Economic Potential and Human TalentPoland's economic growth and refugee integration, India's population, English proficiency, internet access, and diverse culture, Israel's resilience, high birth rate, and strategic alliances are reasons for optimism despite political complexities.

      Despite the political complexities and challenges faced by certain countries like Poland, India, and Israel, their economic potential and human talent are significant reasons for optimism. Poland's economic growth and the integration of Ukrainian refugees are boosting its labor force and talent pool. India's large population, English language proficiency, internet access, and diverse culture are producing a steady stream of talented individuals who are making an impact globally. Israel's resilience, high birth rate, and strategic alliances make it a strong and promising country, despite its political complications. While the politics of these countries can present challenges, it's important to consider their progress in the context of their past struggles and compare it to even more difficult periods in their history.

    • Israel's challenges in perspective: Geopolitical risks and judicial reformMaintain democratic institutions, manage geopolitical risks, acknowledge historical context, and consider the potential for conflict between major powers.

      While Israel faces significant challenges with its judicial reform debates, it's important to keep things in perspective. As one former prime minister's dramatic comparison of the situation to Israel's most vulnerable moments, like the Yom Kippur War, may not accurately reflect the current reality. Geopolitical risks, such as a stronger Iran and potential nuclear weapons, pose greater threats to Israel. It's crucial for Israel to manage these risks while maintaining its civil society and democratic institutions. Regarding geopolitical events, the distinction between Soviet and Russian history is significant. Ukraine's independence has been limited, and Russia's historical claims over the territory make it a potential target for future designs. Putin's intentions towards Ukraine have been clear for years, and it's essential to acknowledge this historical context to understand the ongoing tensions. As for China and Taiwan, the situation is complex, and the likelihood of an invasion is uncertain. However, the stakes are high, as the future of freedom and democracy in Asia and nuclear proliferation are at risk. The potential for conflict between major powers, all with nuclear capabilities, adds another layer of complexity to the situation. Overall, while there are reasons for optimism, the situation remains uncertain and requires careful consideration.

    • Geopolitical tensions leading to nuclear proliferation among certain countriesThe ongoing geopolitical tensions, particularly between China and the rest of the world, could result in nuclear weapons among countries like Turkey, Saudi Arabia, UAE, South Korea, and Japan, increasing global instability.

      The ongoing geopolitical tensions, particularly between China and the rest of the world, could lead to a proliferation of nuclear weapons among countries like Turkey, Saudi Arabia, UAE, South Korea, and Japan. This is a significant concern as it could result in a much less safe world, even beyond the Taiwan issue. Another worry is the lack of military experience among American politicians and the resulting cultural divide between the military and the rest of society. This lack of understanding of the gravity of conflict and war could pose a significant risk. Additionally, issues such as teenage mental health and population decline also concern Tyler Cowen, adding to the list of challenges facing the world today.

    • Factors contributing to declining birth ratesCombination of affordable birth control, personal decisions, and lack of enjoyment in having multiple children are reasons for declining birth rates in certain countries. Identifying and nurturing talent is crucial for success, as demonstrated by LeBron James' exceptional skills and drive to learn.

      The decline in birth rates in certain countries, such as South Korea, can be attributed to a combination of factors including the availability and affordability of birth control, personal decisions, and the fact that some people may not find having multiple children fun. Tyler Cowen, along with Daniel Gross, wrote a book called "Talent" to help identify and evaluate talent, as they believe it is the most binding constraint to success. They used LeBron James as an example of someone with a diverse set of skills and a constant drive to learn and improve. During a press conference, LeBron was able to recall every detail of his turnovers in a game, demonstrating his exceptional basketball intellect. The book provides practical steps on how to identify talent and offers insights into the interdisciplinary skills that should be aspired towards.

    • LeBron James: A Multi-Faceted Basketball LegendLeBron James, with 4 NBA championships, 10 Finals appearances, and 4 MVP awards, stands out for his longevity, adaptability, and leadership skills. Despite aging, he continues to improve and make an impact.

      LeBron James is an extraordinary athlete with an impressive combination of intellect, physicality, and determination. He has achieved remarkable success in the NBA, with 4 championships, 10 NBA Finals appearances, and 4 MVP awards. While Michael Jordan has better stats, LeBron's longevity and adaptability set him apart. LeBron has continuously improved throughout his career, learning new skills and adapting to different team dynamics. He has demonstrated leadership, team building, and the ability to attract talent. Despite the wear and tear on his body, he continues to push himself to be better. As he enters the later stages of his career, he may need to adjust his expectations and find the right environment to continue making an impact. Regardless, LeBron's accomplishments and abilities make him one of the greatest basketball players of all time.

    • A thought-provoking discussion covering Israel, Soviet Union, optimism, pessimism, and moreTyler Cowen's engaging and informative conversation touched on historical relations between Israel and the Soviet Union, geopolitical issues, and LeBron James' next season, providing valuable insights and perspectives.

      During this conversation, we touched on various topics including great power conflicts, optimism and pessimism about different countries, and even a hypothetical plan for LeBron James' next season. We delved into geopolitical issues involving Israel, the Soviets, Poland, India, and more. It was a thought-provoking discussion that covered a lot of ground. Israel and the Soviet Union's historical relations were an important part of the conversation. Despite the wide range of topics, the conversation was engaging and informative. To keep up with Tyler Cowen's insights, follow him on Twitter @TylerCowen or visit his blog, Marginal Revolution, and check out Marginal Revolution University. Cowen has also authored numerous books, all of which can be found at your favorite independent bookstore or online retailers. The conversation was produced by Lon Benatar, and we look forward to continuing it in the future.

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    #8 Trade, Industry & Technology in Africa with Bogolo Kenewendo

    #8 Trade, Industry & Technology in Africa with Bogolo Kenewendo

    Bogolo Kenewendo is the founding president of Kenewendo Advisory, former Minister for Trade, Investment and Industry of Botswana. Bogolo led the Brexit trade negotiations on behalf of southern African nations and was a member of the UN high-level panel on digital cooperation

    We discuss the African Continent Free Trade Area that was signed the 1st of January, the kind of questions her advisory company is being asked to work on, what benefits and challenges has COVID brought to the continent of Africa, and what was discussed at the high-level UN panel o digital cooperation, such as regulating and legislating digital firms, and how they had to add a statement in the report saying that “views on privacy and security differed sharply”.

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    • UN panel - talking about online technology while we need to talk about infrastructure on the continent of Africa. We need to start the conversation with ICT infrastructure as well as policy infrastructure  and be accommodative to technology that already exists on the continent
    • African infrastructure: we can have laptops, but how will we charge them? Multilateral institutions need to invest in infrastructure.
    • What are the enabling technologies emerging in Botswana and the south African region and what are the technologies that are more damaging?
    • Mobile penetration continues to increase, and internet connection - and this means access to information.
    • UN panel & regional differences:  it was mainly a lack of understanding and having the information of how things really are. Why is there hesitation towards a laissez-faire
       approach on regulating digital phones on the continent and what can be some of those challenges in regulating them?
    • A bigger disagreement was around what is the right approach around regulating and legislating digital firms - do we just let them be and the free market will have that invisible hand or we ensure ourselves that there's the right regulation, that taxes are put in place.
    • People do not see the fourth industrial revolution as a natural evolution of efficiency ( as was done with the second and third) there will always be a challenge in change and how things are done. Just toning down the language around technology can be a start, we are not communicating what will be the differences and changes and how they impact people’s lives.

    Next week we’ll hear from Tony Curzon Price, Senior Advisor to the UK Cabinet Office, working for the Prime Minister. Our topic is: "Tools, Machines and Populism"

    Global Arena Research Institute is an independent, non-partisan research organisation that combines the most advanced methods of AI-driven data, scientific and other artificial reasoning capabilities, elevating data science into completely new levels of opportunity. Our goal is to provide unprecedented insights into the nature, impact, and management of globalization in order to improve institutional and governmental as wel

    If you want better insights into challenges and decisions you or your business are facing, GARI’s analytical services are of unmatched complexity and high accuracy - whether your questions are on the green energy transition, trade and supply chains, or political and security related - contact us for a free consultation and see how you can optimise your decision-making.
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    #18 The Difference Between R2-D2 and Siri with Alexander Ruiz

    #18 The Difference Between R2-D2 and Siri with Alexander Ruiz

    Our 18th episode is joined by Alexander Ruiz, Founder of Phaedrus LLC, an engineering company supporting the Department of Defense and Intelligence Community, and Senior Fellow at the Atlantic Council, who discusses the transforming digital arena and the ensuing threats.

    Ruiz got into the cyber-digital domain in his early years. Inspired by 90s movies like Top Gun, Alex devoted himself to computer communication. He continued his career in the American Air Force, effectively understanding the complex digital systems and later on turning to engineering. He saw the international cyber norms changing, threats growing and the nature of conflicts transforming.

    To navigate through the new era of disinformation, Alex raises the issue of acknowledging the problem. We need to recognise the underpinnings of the information that affects us. Firstly, there are nefarious actors actively feeding us false information to swing an election or shape public opinion, but there are also the commercial actors who are using marketing tools like algorithms and optimization to benefit their own shareholders. The reconciliation needed is in the form of policy, but to update our laws to control what companies are allowed to do, the challenge often lies in lawmakers not knowing enough about the industry that they are trying to regulate.

    Another issue is the growing gap between the institutional cyber capacity of governments and the one of il/legitimate non-state actors. The technical incapabilities of governments will affect the relationship between the government and the governed. How the state actors are supposed to control disruptive and harmful information alongside sects and conspirators, all while safeguarding freedom of speech, is something that Ruiz believes will be a huge challenge in the future. This development can partly be curbed by new technologies that can groom the information environment in order to protect against nefarious actors and social collapse.

    Global Arena Research Institute is an independent, non-partisan research organisation that combines the most advanced methods of AI-driven data, scientific and other artificial reasoning capabilities, elevating data science into completely new levels of opportunity. Our goal is to provide unprecedented insights into the nature, impact, and management of globalization in order to improve institutional and governmental as well as business, energy and other sectors’ decision making. Our mission is to make the most of organically connecting AI-level reasoning capacities with the human-level critical reasoning capacities for the sake of a better future.

    If you want better insights into challenges and decisions you or your business are facing, GARI’s analytical services are of unmatched complexity and high accuracy - whether your questions are on the green energy transition, trade and supply chains, or political and security related - contact us for a free consultation and see how you can optimise your decision-making.
    www.globari.org
    @LinkedIn
    @GARInstitute) / Twitter