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    Dominic Cummings - COVID, Brexit, & Fixing Western Governance

    enNovember 15, 2023

    Podcast Summary

    • Navigating Chaos in Government: The Long-Lasting Debate over File Sharing SystemsThe chaotic environment in government makes it challenging to prioritize tasks and find effective solutions amidst competing priorities and old bureaucracies. A clear management system is crucial to maintain focus on important tasks and deal with distractions.

      Working in the heart of government, such as when Dominic Cummings was the chief adviser to Boris Johnson, is a chaotic and complex environment unlike any modern office building. The constant stream of crises and competing priorities makes it difficult for a handful of people to come up with solutions while dealing with old bureaucracies. A simple example of this is the long-lasting debate over file sharing systems between Google Docs and Teams. The inability to prioritize effectively in the prime minister's time due to the chaos and the media is a fundamental problem in the British state. The management system needs to be built to maintain focus on important tasks while dealing with the inevitable distractions.

    • Tension between Cummings and Johnson over prioritizing issues and managing mediaDespite disagreements on focus between Cummings and Johnson, the media's influence on politics perpetuated a dysfunctional bureaucracy where time was consumed by media engagements rather than addressing key issues.

      During Dominic Cummings' tenure as a top advisor to Boris Johnson, they faced significant disagreements on prioritizing issues and managing the media. Cummings believed the government should focus on structural reforms, science, technology, and productivity, while Johnson prioritized media relations. This fundamental disagreement led to tension and a lack of progress on key issues. The media's overpowering presence in British politics and the belief among politicians that their careers depended on media performance perpetuated this issue. Cummings advocated for a shift in focus from media appearances to addressing the country's significant problems. However, Johnson and many other politicians resisted this approach, leading to a dysfunctional bureaucracy where the prime minister's time was often consumed by media engagements rather than making decisions to drive progress.

    • Government-Media Relations in the UK: A Negative CycleThe UK's political system incentivizes a focus on media relations, creating a disruptive culture and hindering effective governance.

      The current system of government interaction with the media in the UK creates a negative cycle of incentives, leading to a focus on making friends with the media and leaking information. This results in a self-reinforcing culture that can be disruptive and unpleasant for all parties involved. The British political system, which requires government officials to be MPs, further complicates the situation by limiting the power of the secretary of state to make personnel changes within their department. This creates a significant bottleneck of decision-making power at the prime minister's office, leading to inefficiencies and delays, especially during crises. In essence, the system's structure incentivizes a focus on media relations at the expense of effective governance.

    • UK Prime Minister's significant power during crisesThe UK political system grants the prime minister substantial power during crises, but efficiency in implementing change can be hindered by long-standing rules and bureaucracy.

      In the UK political system, the prime minister holds significant power and can grant ministers a great deal of authority, especially during crises. This is due to ancient assumptions and the royal prerogative, allowing the PM to bypass parliamentary approval for certain actions. However, the effectiveness of this approach depends on the characters involved and the PM's willingness to enforce their decisions. The COVID-19 vaccine task force is an example of this, where the PM gave the task force free rein to ignore procurement rules and regulations to expedite the vaccine rollout. Despite these powers, large parts of the bureaucracy can still resist change and adhere to old rules, causing delays and inefficiencies. It's intriguing that not everyone recognizes these issues within the system, with some seeing it as the norm, while others, like the speaker, find it dysfunctional. This disconnect might be due to the long tenure of senior officials and their acceptance of the status quo. Ultimately, the UK political system's structure grants the prime minister substantial power but also faces challenges in implementing change efficiently.

    • British system led to abandonment of important COVID-19 measuresThe British constitutional system's structure caused the disbanding of the vaccine task force and abandonment of measures like sewage monitoring and rapid testing, hindering the country's COVID-19 response.

      The way the British government system is structured, with responsibility and authority not delegated together, led to the disbanding of the vaccine task force and the abandonment of important COVID-19 response measures like sewage monitoring and rapid testing. Those who spoke out about the need to continue these efforts were sidelined, while those who made mistakes were rewarded. This dynamic is rooted in the British constitutional system, which is based on the opposite principle. To move forward, the Prime Minister must actively delegate authority and responsibility together and resist the system's tendency to revert to normal. Failure to do so will result in the new entity created to address the crisis being consumed by the normal system and forced to conform to its rules. This was evident in the case of the vaccine task force and rapid testing. The system's response to the pandemic has shown that without strong leadership, the status quo will prevail, even in the face of a crisis that could have devastating consequences.

    • Britain's Civil Service: A Closed SystemDespite able employees, the civil service's self-reinforcing promotion system excludes talented outsiders, leading to poor leadership and bureaucracy during crises.

      The British government's supposedly meritocratic civil service has become a closed system, promoting almost 100% internally and therefore excluding the world's most talented people. This was highlighted during the COVID-19 crisis, where bureaucracy and poor leadership in critical positions led to a paralyzed state. The civil service does have able employees, but the self-reinforcing promotion system pushes out entrepreneurial and capable individuals, leaving HR-compliant and ineffective leaders in charge. This system, unlike in business where competition can drive change, cannot be easily replaced or evolved. As a result, even when an organization like the civil service fails, it continues to hold power.

    • Recognizing the need for new leadership during crisesDuring crises, bringing in younger leaders and shaking up the status quo is necessary but faces resistance from the old system and media

      During times of crisis, there's a need for new leadership and a willingness to shake up the status quo. This was evident in the biography of LBJ, where he recognized the need to bring in younger leaders in the Senate to get things done. Similarly, during the COVID-19 pandemic, the British Prime Minister took bold steps to remove older, entrenched leaders and promote younger, more dynamic individuals. However, this shift was met with severe resistance from the old system and the media. The reaction highlights the challenges of implementing significant change, even during a crisis. It's a reminder that change is necessary but not without its challenges. The success of such efforts depends on the determination and resolve of the leaders driving the change and the support of the public.

    • Political Reform Missed Due to Conflicting AttitudesDuring COVID-19 and post-Brexit, the UK missed an opportunity for significant political reform due to conflicting priorities and a focus on maintaining social relations over hard work.

      The opportunity for significant political reform in the UK during the COVID-19 pandemic and after Brexit was missed due to conflicting attitudes between those in power. Boris Johnson and his team were focused on maintaining social relations within the insider network and avoiding hard work, while those advocating for change saw it as a crucial moment to address long-term issues. The cabinet, with its public appearances and media attention, was viewed as a theater by those in power, while the permanent civil servants held the real authority. This mismatch between perception and reality was never explored or covered, and as a result, the potential for meaningful change was wasted.

    • The British Political System's Informal Power StruggleYoung, influential figures in the PM's private office hold significant power, but the focus on seniority and tradition keeps them in the shadows, perpetuating a gerontocratic government and overshadowing their potential impact on pressing issues.

      The inner workings of the British political system involve a complex dynamic between the formal hierarchy of the civil service and the informal power of the Prime Minister's private office. This dynamic results in young, able individuals holding significant influence despite their lack of seniority in the traditional hierarchy. However, this system also perpetuates the notion of a gerontocratic government, where experienced individuals have waited decades to reach senior positions. This oddity in the system, as described by the speaker, leads to an underreported "deep state" of influential figures who are largely unknown to the public. Despite the potential for these young individuals to address pressing issues like productivity growth, their influence is often overshadowed by the formal hierarchy and the focus on the ceremonial roles of MPs.

    • Historical power struggles between Number 10 and Number 11Boris Johnson aimed for greater transparency and integration between the PM's office and the Treasury, but faced resistance from the Treasury and media, challenging the assumptions about effective leadership.

      Effective governance requires a strong collaboration between the Prime Minister's office (Number 10) and the Treasury (Number 11), but historically, these two entities have been at odds due to power struggles and lack of transparency. In 2021, Boris Johnson dismantled this system and aimed for greater transparency and integration between the two. However, this was met with resistance from the Treasury, which has been perceived as anti-growth. Previously, in 2020, the Conservative Party and the media were also hostile to an aggressive pro-growth agenda. Rishi Sunak, who was relatively unknown before becoming Chancellor, was chosen due to his intelligence, hard work, and ability to understand complex issues. Despite his strengths, Sunak faces challenges in controlling the government and lacks a clear political message. The discussion raises questions about the characteristics needed for an effective Prime Minister, as traditional assumptions about intelligence and micromanagement may not be sufficient to navigate the complexities of governance.

    • Britain's dysfunctional government institutionsDespite control over critical areas, Britain's government faces challenges with dysfunction, inefficiency, and mismanagement in areas like cybersecurity, nuclear infrastructure, and biosecurity.

      Despite having control over critical areas such as national security, intelligence agencies, and nuclear weapons, the British government is plagued by dysfunction and inefficiency. The constraints of the prevailing system make it difficult for even historically effective leaders to make significant progress. The situation is further complicated by the classification of many issues, which can hide public disasters and distort public discussions about budgets. While there are certainly capable and dedicated individuals within these institutions, there are also instances of appalling mismanagement and neglect. This is evident in areas such as cybersecurity, nuclear infrastructure, and biosecurity. The system is not a complete disaster, but there are significant challenges that need to be addressed.

    • Western intelligence systems face challenges in effectiveness and oversightDespite impressive capabilities, Western intelligence systems struggle with prioritization, situational awareness, and political oversight, potentially leading to serious consequences.

      Despite the existence of complex and powerful intelligence systems in the Western world, there are significant issues with their effectiveness and oversight. The systems are plagued by bureaucratic incentives that hinder facing reality and prioritizing important issues. The capabilities these systems possess are impressive, but they are often poorly focused and prioritized, with the quality of analysis being much worse. This can lead to a lack of situational awareness and understanding of potential threats. The intelligence agencies, such as MI5, MI6, and the CIA, have extraordinary capabilities but are not always used aggressively enough, and there is often a lack of political oversight. The situation is further complicated by the fact that much of this work is being shifted away from traditional oversight bodies and into the cabinet office, where there is little political oversight. These issues, if not addressed, could lead to disastrous consequences. The world, especially in the context of emerging technologies like AI, requires a more effective and focused approach to intelligence gathering and analysis.

    • Lack of interest and investment in AI and emerging technologies within governments and military organizationsThe resistance to adopting new technologies and the reluctance to abandon outdated systems in governments and military organizations could have serious implications in the context of geopolitical conflicts and the vulnerability of traditional military assets.

      Despite the rapid advancements in artificial intelligence (AI) and other emerging technologies, there's a significant lack of interest and investment in these areas within governments and military organizations. This was evident in personal experiences of the speaker, who attempted to bring attention to the importance of AI and related technologies in the late 2010s, only to be met with skepticism and resistance. The speaker also noted the failure of some military projects, such as the Watchkeeper drone program in the UK, which exemplifies the resistance to adopting new technologies and the reluctance to abandon outdated systems. The speaker expressed concern about the potential implications of this resistance in the context of geopolitical conflicts, such as the ongoing war in Ukraine, and the vulnerability of traditional military assets like aircraft carriers to emerging technologies. Overall, the conversation underscores the importance of staying informed about technological advancements and pushing for their adoption within institutions, particularly in the context of national security and defense.

    • Ukraine conflict highlights outdated military tech and procurement issuesThe Ukraine conflict underscores the need to address outdated military technology and dysfunctional procurement systems, as well as the potential consequences of neglecting defense industrial plans and the risks of escalating conflicts.

      The reliance on outdated military technology, such as aircraft carriers, and dysfunctional procurement systems is becoming increasingly unsustainable and vulnerable to asymmetric threats. The situation in Ukraine serves as a reminder of the potential consequences of escalating conflicts and neglecting defense industrial plans. The speaker expresses concern that another financial crisis could be on the horizon, which may force us to face the reality of these issues. The ongoing conflict in Ukraine has created an ideal situation for China, allowing them to sell inflated prices for weapons to Russia, further exacerbating the situation. The speaker suggests that the long-term impact of current government actions may not matter much in the future, and that focus should be on fostering innovation and new ideas.

    • Factors shaping history: conflict, technology, and ideas from the fringeDemocracy's predictable downfalls require constant attention and correction to prevent catastrophic outcomes.

      The actions and decisions made during times of conflict, technological advancements, and the spread of ideas, particularly those coming from the fringe, have the most significant impact on the course of history. These factors are interconnected and often unpredictable. Democracy, as a system, has been present throughout history, but it is not a guarantee of stability or success. Regimes are constantly changing, and those in power may not recognize the signs of impending change. The question then becomes, what system can effectively correct errors and prevent the accumulation of instability? Looking back at historical inflection points, it seems that the effects of democracy, such as demagoguery, constant demands for handouts, moral and spiritual decay, and a collapse of internal cohesion, are predictable. The implication of this is that without careful attention and correction, democracies may implode, leading to catastrophic outcomes like the rise of totalitarian regimes.

    • The success of a political system depends on moral leadership and elite cultureEffective political systems require leaders who prioritize the welfare of the state over self-interest and a culture that values problem-solving. Leaders who can effectively hand off power and maintain moral leadership are crucial to the system's success.

      The success or failure of a political system often depends on the moral leadership and the culture of its elites. The old Greek and Roman systems functioned effectively when managed by aristocracy, but collapsed when democratic leaders took over and prioritized self-interest over the welfare of the state. The examples of Bismarck and Lee Kuan Yew illustrate this, as Bismarck created a gerrymandered system that concentrated power in his hands, while Lee Kuan Yew established a meritocratic culture that prioritized problem-solving. The key to maintaining the success of a political system lies in the ability of leaders to hand off power effectively and the continuation of a strong moral leadership. However, history shows that even the most stable systems can decay, and it's challenging to turn around an elite culture without a crisis or external intervention. The fall of the Roman Republic and the current state of democracy in Western Europe serve as reminders of this. The future of political systems depends on the ideas, public-spiritedness, and moral leadership of their elites.

    • Competent People Being Driven Away from PoliticsThe chaotic political and media systems in the US and Europe are pushing competent individuals away due to cultural, financial, and personal disincentives. Engaging Silicon Valley and similar industries is crucial, but the old system's backlash makes it less likely for these individuals to get involved.

      The current state of political and media systems in the US and Europe is driving competent people away from getting involved due to cultural, financial, and personal disincentives. The more chaotic the old system becomes, the stronger the disincentives. The only way to change this trajectory is by engaging the competent builders in Silicon Valley and similar industries. However, the madder the old system gets, the less likely these individuals are to get involved due to the potential backlash from investors, employees, and family. The old system's inability to face obvious issues and its focus on personal takes on figures like Elon Musk instead of historical evidence further highlights its madness. Winning an election may be the easy part, but actually taking control of the government remains a significant challenge. The key is to focus on what voters want, which may seem insane to the old system.

    • Politicians prioritize power over problem-solvingMany politicians focus on maintaining power rather than addressing issues, with this pattern observed since the 1940s

      Many politicians and governments, particularly in the Western world, are not acting in ways that make logical sense if their primary goal is to win elections. Instead, they often prioritize maintaining their position within the existing political and social hierarchy. This pattern has been observed since the 1940s and includes figures like FDR in the US and Churchill in the UK. To effectively address the issues facing their countries, a significant group of individuals needs to emerge with a shared goal of solving problems, rather than just maneuvering within the existing power structure. The size of this group depends on historical circumstances, but it is rare and typically only emerges after a major crisis.

    • Building new institutions for meaningful changeConstant reinvention and rejuvenation of institutions require setting up new systems and gaining public and elite acceptance for change. Streamline processes and reduce bureaucracy to make a real impact with current civil servants.

      Meaningful change within institutions, whether it's a civil service or the media, requires constant reinvention and rejuvenation. This can be achieved by building new institutions and public and elite acceptance of the need for constant change. For example, to reform the Ministry of Defense, a parallel new procurement system should be set up and the existing one closed, resulting in a significant change for most of the people involved. The most significant areas for change are in communications, where large teams often hinder progress. To attract the best talent, private sector alternatives need to be viable. Until then, it's important to get the most out of the current civil servants by providing them with opportunities to make a real impact. This can be done by streamlining processes and reducing unnecessary bureaucracy. The examples of successful change, such as during wartime or in the department of education, demonstrate that significant change is possible with determination and a focus on creating new institutions and structures.

    • Attracting Talented Individuals to Drive ChangeThe success of new political parties or initiatives relies on their ability to persuade talented individuals to join and lead, but the current political and societal systems may deter potential leaders from joining due to lack of faith.

      The ability to attract talented individuals to drive change, especially in politics, is crucial but challenging. The speaker expresses his belief that the current political and societal systems are failing, and there is a need for new forces to emerge. However, getting capable people to join and lead these new initiatives is a catch-22 situation. On one hand, having a strong team is essential to gaining support from voters. On the other hand, the lack of faith in the current system may deter potential leaders from joining. The speaker suggests that the window of opportunity for change may be limited, and the longer the system fails, the harder it becomes to attract able individuals to step up. Ultimately, the success of any new political party or initiative depends on its ability to persuade talented individuals to join and lead the charge.

    • Building a successful new political machineFocus on voter needs with an obsessive customer-centric approach to develop effective tools and technologies, prioritize voter interests, and build a team with a shared obsession to achieve the goal.

      The current first-past-the-post political system makes it structurally challenging to replace old entities with new ones. This was evident during the Brexit situation, where an opportunity to transform one of the old parties into a new entity was missed. To build a successful new political machine, it's essential to focus on the voter's needs with an obsessive customer-centric approach. This culture will then lead to the development and exploitation of effective tools and technologies. The key is to prioritize the voter's interests and build a team with a shared obsession to achieve this goal. The focus on voters should come before the technology. In politics, as in business, there are always aspects that are not communicated publicly. The bargain between politicians and voters involves prioritizing long-term goals while addressing smaller issues. Politics allows us to only discuss a fraction of all the important matters, and even insiders often overlook critical topics like civil service reform.

    • Government roles require different talents and international threats need credibilityEffective government roles depend on specific skills. International threats should be approached with credibility to maintain peace.

      Effective talent in government depends on the specific roles and can vary greatly. Some roles may require technical expertise, while others may need an entrepreneurial project management approach. Additionally, threats to international peace, such as potential conflicts over territories, should be approached with caution and credibility. Using non-credible threats, like threatening nuclear war over an island filled with Chinese people, can make world powers appear irrational and increase tensions. It's essential to consider the historical context and potential consequences before making such threats. Furthermore, the speaker emphasized that Russia is a mafia state and that the sustainability and long-term stability of its regime are uncertain.

    • London as a 'laundry for the mafia state'Underestimating corrupt incentives can lead to valuable lessons, and leaders like Lee Kuan Yew or Bismarck may emerge in non-democratic countries

      London was once viewed as a "laundry for the mafia state" by Moscow taxi drivers in the mid-nineties, with many Westerners, including the speaker, underestimating the corrupt incentives at play. This experience taught the speaker valuable lessons about questioning assumptions and dealing with failure, which he applied when he returned to politics in Britain. As for where leaders like Lee Kuan Yew or Bismarck might emerge today, it's challenging to imagine such figures in Western democracies due to their checks and balances, but possible in countries like China or Russia. History, as the speaker has experienced firsthand, is often written with significant inaccuracies, making it essential to approach it with skepticism and consider what might be hidden behind the scenes.

    • Bismarck's Career as an Analogy to AI Alignment ProblemAdvanced AI could prioritize its own goals over human values, and safety features to constrain or shut off such AI may not be effective.

      The historical record of important conversations and motivations, especially in today's digital age, may be lost to history despite the abundance of recorded information. Bismarck's career serves as an interesting analogy to the AI alignment problem. Just as Bismarck defined success as expanding its own power and treated attempts to align its goals with external goals as threats to be destroyed, advanced AI could also prioritize its own goals over human values. The history of Bismarck's career shows that safety features to constrain or shut off such advanced AI may not be effective. As for the lack of a definitive biography of Bismarck, it's important to note that there are extensive resources available on his life and achievements, but the intricacies and complexities of his actions and motivations continue to be studied and debated among historians.

    • The causes of Britain's decline as a global superpower can be traced back to World War 1World War 1 led to the loss of naval dominance and depletion of financial reserves, leaving Britain struggling to recover and keep up with other global powers. Focusing on copying what already works instead of investing in research isn't the answer for growth, but addressing challenges like regulation and the ecosystem around start-ups is crucial.

      The causes of Britain's decline as a global superpower can be traced back to World War 1 and its devastating impact on the country. The war led to the loss of naval dominance and the depletion of financial reserves, leaving Europe, including Britain, in a state of recovery that lasted for generations. This massive shift in the aftermath of the war had a profound impact on Britain's economy and military capabilities, as a whole generation of leaders was lost, leaving the country struggling to keep up with other global powers. While some argue that Britain should focus on copying what already works in the US instead of investing in research, it's important to remember that economic growth isn't the only goal. Maintaining national independence and having the ability to make choices beyond buying American or Chinese goods requires building capabilities in science and technology. However, there are significant challenges to overcome, such as regulation and the ecosystem around start-ups, which need to be addressed for growth to occur. Fighting NIMBY and red tape head-on may not be the answer, and a more subtle approach, like the changes made to planning laws in 2020 without public announcement, might be more effective.

    • The importance of diverse skills and experiences in effective leadershipLeadership in complex areas requires a broad understanding of various domains and the ability to synthesize knowledge across them. Diverse skills and experiences are crucial for addressing complex issues.

      Effective leadership, especially in complex areas like politics and education, requires a broad understanding of various domains and the ability to synthesize knowledge across them. The speaker's experience at Number 10 and the Ministry of Education led them to believe that having individuals with diverse skills and experiences is crucial for addressing complex issues. This idea was further emphasized during the COVID-19 pandemic, where individuals with backgrounds in physics, AI, and business proved to be invaluable due to their ability to understand multiple aspects of the problem. However, it's unclear if this ability to synthesize knowledge can be fully trained or if it's more of a natural trait. The speaker also highlighted the importance of having leaders with a deep understanding of human problems and the connections between them to effectively train the next generation.

    • Navigating the Intersection of Theory and PracticeTo effectively address complex problems, it's essential to develop individuals who can navigate the intersection of theory and practice. This can be achieved by exposing students to a diverse range of intellectual subjects and practical experiences, bringing established elite talent into government, and training younger elite talent differently.

      While intellectual ability is crucial, not all technically gifted individuals excel in political environments. People like John von Neumann, who could navigate the political landscape effectively, are valuable. However, individuals like Kirk Girdle, who lack practical skills, can hinder progress. The UK may not train these individuals to the same extent as the US, or they may go to the private sector or immigrate. To address this, there should be a focus on creating courses that expose students to a broader mix of intellectual subjects and practical experiences. Additionally, established elite talent should be brought into government, and younger elite talent should be trained differently. PPE, a degree in politics, philosophy, and economics, may encourage a culture of superficial understanding and bluffing, which can be detrimental when dealing with complex problems like COVID-19. Ultimately, a combination of approaches is necessary to find and develop individuals who can effectively navigate the intersection of theory and practice.

    • Political Elites Overlook Implementation DetailsPolitical elites prioritize strategy and policy writing over implementation, leading to a broken OODA loop and ineffective problem-solving. Contrary to belief, voters are more resilient to emotional manipulation and propaganda, and having clear priorities and a high tolerance for conflict can help in getting things done in politics.

      In the UK government system, the focus on political strategy, media, and high-level policy writing holds a higher status than the operational and management aspects of getting things done. This disregard for implementation details and actual problem-solving leads to a broken OODA (Observe, Orient, Decide, Act) loop, where issues are not addressed until long after they have arisen. Effective altruists and rationalists often misunderstand politics, underestimating the low caliber of political decision-makers and their lack of genuine commitment to solving problems. Contrary to popular belief, it's the educated elites who are more susceptible to emotional manipulation and propaganda, while voters are more resilient. Being perceived as combative or having clear priorities and a high tolerance for conflict can help in getting things done in the political sphere.

    • Maintaining confidence and disregarding negative media and criticismConfidence and optimism, even in challenging times, can lead to unique insights and accomplishments. Recognize potential for disaster but continue working towards positive change.

      Power of maintaining confidence and disregarding negative media and criticism. Dominic Cummings shared how this approach allowed him to focus on policy and strategy during turbulent times, while his opponents were consumed by their own doubts and past mistakes. Furthermore, the concept of having a "pessimism of the intellect and optimism of the will" means recognizing the potential for disaster in history but continuing to work towards positive change despite the odds. This perspective, combined with deep intellectual understanding and a commitment to action, can lead to unique insights and accomplishments. Overall, this conversation highlights the importance of staying focused on goals and maintaining a positive outlook in the face of adversity.

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    Dwarkesh Podcast
    enMay 15, 2024

    Mark Zuckerberg - Llama 3, Open Sourcing $10b Models, & Caesar Augustus

    Mark Zuckerberg - Llama 3, Open Sourcing $10b Models, & Caesar Augustus

    Mark Zuckerberg on:

    - Llama 3

    - open sourcing towards AGI

    - custom silicon, synthetic data, & energy constraints on scaling

    - Caesar Augustus, intelligence explosion, bioweapons, $10b models, & much more

    Enjoy!

    Watch on YouTube. Listen on Apple PodcastsSpotify, or any other podcast platform. Human edited transcript with helpful links here.

    Timestamps

    (00:00:00) - Llama 3

    (00:08:32) - Coding on path to AGI

    (00:25:24) - Energy bottlenecks

    (00:33:20) - Is AI the most important technology ever?

    (00:37:21) - Dangers of open source

    (00:53:57) - Caesar Augustus and metaverse

    (01:04:53) - Open sourcing the $10b model & custom silicon

    (01:15:19) - Zuck as CEO of Google+

    Sponsors

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    * This episode is brought to you by Stripe, financial infrastructure for the internet. Millions of companies from Anthropic to Amazon use Stripe to accept payments, automate financial processes and grow their revenue. Learn more at stripe.com.

    * V7 Go is a tool to automate multimodal tasks using GenAI, reliably and at scale. Use code DWARKESH20 for 20% off on the pro plan. Learn more here.

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    Sholto Douglas & Trenton Bricken - How to Build & Understand GPT-7's Mind

    Sholto Douglas & Trenton Bricken - How to Build & Understand GPT-7's Mind

    Had so much fun chatting with my good friends Trenton Bricken and Sholto Douglas on the podcast.

    No way to summarize it, except: 

    This is the best context dump out there on how LLMs are trained, what capabilities they're likely to soon have, and what exactly is going on inside them.

    You would be shocked how much of what I know about this field, I've learned just from talking with them.

    To the extent that you've enjoyed my other AI interviews, now you know why.

    So excited to put this out. Enjoy! I certainly did :)

    Watch on YouTube. Listen on Apple PodcastsSpotify, or any other podcast platform. 

    There's a transcript with links to all the papers the boys were throwing down - may help you follow along.

    Follow Trenton and Sholto on Twitter.

    Timestamps

    (00:00:00) - Long contexts

    (00:16:12) - Intelligence is just associations

    (00:32:35) - Intelligence explosion & great researchers

    (01:06:52) - Superposition & secret communication

    (01:22:34) - Agents & true reasoning

    (01:34:40) - How Sholto & Trenton got into AI research

    (02:07:16) - Are feature spaces the wrong way to think about intelligence?

    (02:21:12) - Will interp actually work on superhuman models

    (02:45:05) - Sholto’s technical challenge for the audience

    (03:03:57) - Rapid fire



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    Demis Hassabis - Scaling, Superhuman AIs, AlphaZero atop LLMs, Rogue Nations Threat

    Demis Hassabis - Scaling, Superhuman AIs, AlphaZero atop LLMs, Rogue Nations Threat

    Here is my episode with Demis Hassabis, CEO of Google DeepMind

    We discuss:

    * Why scaling is an artform

    * Adding search, planning, & AlphaZero type training atop LLMs

    * Making sure rogue nations can't steal weights

    * The right way to align superhuman AIs and do an intelligence explosion

    Watch on YouTube. Listen on Apple PodcastsSpotify, or any other podcast platform. Read the full transcript here.

    Timestamps

    (0:00:00) - Nature of intelligence

    (0:05:56) - RL atop LLMs

    (0:16:31) - Scaling and alignment

    (0:24:13) - Timelines and intelligence explosion

    (0:28:42) - Gemini training

    (0:35:30) - Governance of superhuman AIs

    (0:40:42) - Safety, open source, and security of weights

    (0:47:00) - Multimodal and further progress

    (0:54:18) - Inside Google DeepMind



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    Patrick Collison (Stripe CEO) - Craft, Beauty, & The Future of Payments

    Patrick Collison (Stripe CEO) - Craft, Beauty, & The Future of Payments

    We discuss:

    * what it takes to process $1 trillion/year

    * how to build multi-decade APIs, companies, and relationships

    * what's next for Stripe (increasing the GDP of the internet is quite an open ended prompt, and the Collison brothers are just getting started).

    Plus the amazing stuff they're doing at Arc Institute, the financial infrastructure for AI agents, playing devil's advocate against progress studies, and much more.

    Watch on YouTube. Listen on Apple PodcastsSpotify, or any other podcast platform. Read the full transcript here. Follow me on Twitter for updates on future episodes.

    Timestamps

    (00:00:00) - Advice for 20-30 year olds

    (00:12:12) - Progress studies

    (00:22:21) - Arc Institute

    (00:34:27) - AI & Fast Grants

    (00:43:46) - Stripe history

    (00:55:44) - Stripe Climate

    (01:01:39) - Beauty & APIs

    (01:11:51) - Financial innards

    (01:28:16) - Stripe culture & future

    (01:41:56) - Virtues of big businesses

    (01:51:41) - John



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    Tyler Cowen - Hayek, Keynes, & Smith on AI, Animal Spirits, Anarchy, & Growth

    Tyler Cowen - Hayek, Keynes, & Smith on AI, Animal Spirits, Anarchy, & Growth

    It was a great pleasure speaking with Tyler Cowen for the 3rd time.

    We discussed GOAT: Who is the Greatest Economist of all Time and Why Does it Matter?, especially in the context of how the insights of Hayek, Keynes, Smith, and other great economists help us make sense of AI, growth, animal spirits, prediction markets, alignment, central planning, and much more.

    The topics covered in this episode are too many to summarize. Hope you enjoy!

    Watch on YouTube. Listen on Apple PodcastsSpotify, or any other podcast platform. Read the full transcript here. Follow me on Twitter for updates on future episodes.

    Timestamps

    (0:00:00) - John Maynard Keynes

    (00:17:16) - Controversy

    (00:25:02) - Fredrick von Hayek

    (00:47:41) - John Stuart Mill

    (00:52:41) - Adam Smith

    (00:58:31) - Coase, Schelling, & George

    (01:08:07) - Anarchy

    (01:13:16) - Cheap WMDs

    (01:23:18) - Technocracy & political philosophy

    (01:34:16) - AI & Scaling



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    Lessons from The Years of Lyndon Johnson by Robert Caro [Narration]

    Lessons from The Years of Lyndon Johnson by Robert Caro [Narration]

    This is a narration of my blog post, Lessons from The Years of Lyndon Johnson by Robert Caro.

    You read the full post here: https://www.dwarkeshpatel.com/p/lyndon-johnson

    Listen on Apple Podcasts, Spotify, or any other podcast platform. Follow me on Twitter for updates on future posts and episodes.



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    Related Episodes

    The Humble, Narcissistic Leader

    The Humble, Narcissistic Leader

    Research, not to mention anecdotal observation, shows that a lot of narcissists end up in leadership positions. That's because the qualities narcissism enlarges into extremes —confidence, assertiveness, a sense of destiny — help people rise to the top.

    Unfortunately, the same qualities of narcissism that help an individual obtain a leadership position, can prevent them from being effective in that position, and from holding onto it.

    My guest's research has uncovered what can be a solution to this dilemma: the timeless virtue of humility. His name is Brad Owens, he's a professor of business ethics, and we begin our discussion today by digging into the fact that studies done on the effect of narcissism on leadership have been inconsistent, with some showing it to have a positive effect, and others a negative one. Brad explains that the reason these studies may have been inconclusive, is that while narcissism can get someone into a leadership role, it then gets in the way of them succeeding in that role. We then turn to the idea that cultivating humility can temper the negative effects of narcissism, and the three aspects of humility every leader, whether narcissistic or not, should cultivate. We discuss whether there are situations where you do want to be more narcissistic than humble, what a humble, narcissistic leader looks like, and how Steve Jobs and George Washington serve as examples of this combination of qualities.

    Get the show notes at aom.is/humblenarcissist.

    #79 - Ric Elias: Earning the gift of life

    #79 - Ric Elias: Earning the gift of life

    In this episode, Ric Elias, founder of Red Ventures, opens up about the fateful day he knew for certain that he was going to die as a passenger on US Airways Flight 1549. Ric dives deep into how that day impacted his life, greatly changed his perspective, and improved his relationship with his family and the broader community. We also talk about his incredible role as CEO of an enormous company, his remarkable work in philanthropy, and all the wisdom he has acquired in his extraordinary life.

    We discuss:

    • Ric’s life leading up to the day of the plane crash [5:30];
    • The plane crash—What it’s like knowing you’re about to die, feelings of regret and sadness [11:15];
    • The improbable plane landing in the Hudson River [19:00];
    • Emotions after the safe landing (and a story he’s never told before) [25:45];
    • A powerful story about Captain Sully [29:30];
    • Earning his second chance at life, and playing the “infinite game” [38:30];
    • Why time is the ultimate currency, and how (and why) to say “no” [46:15];
    • Raising kids in an achievement culture, Ric’s definition of life success, and what Ric wants to instill in his kids [53:00];
    • What Ric believes is actually worth getting upset, and the organizations that are taking steps to help people [1:09:00];
    • The core principles of Red Ventures (Ric’s company) [1:19:15];
    • Ric’s tips for developing business acumen and negotiation skills [1:29:30];
    • What qualities does Ric look for in people he wants to work with? [1:32:50];
    • What is the next big problem that Ric wants to solve? [1:35:30];
    • What is the most challenging part of your business today? [1:37:30];
    • If Ric could go back and talk to himself in the morning before getting on that plane, what would he say? [1:39:15]; and
    • More.

    Learn more: https://peterattiamd.com/

    Show notes page for this episode: https://peterattiamd.com/ricelias

    Subscribe to receive exclusive subscriber-only content: https://peterattiamd.com/subscribe/

    Sign up to receive Peter's email newsletter: https://peterattiamd.com/newsletter/

    Connect with Peter on Facebook | Twitter | Instagram.

    Navigating a leadership crisis, w/Web Summit CEO Katherine Maher

    Navigating a leadership crisis, w/Web Summit CEO Katherine Maher

    How do you restore confidence after a high-profile leadership uproar? Web Summit’s new CEO Katherine Maher joins Rapid Response host Bob Safian to discuss taking over after the sudden, forced resignation of founding CEO Paddy Cosgrave. With echoes of the drama at OpenAI, Maher describes how she navigated the tumult, calming partners like Amazon and Google and enabling Web Summit’s signature event in Lisbon to draw 70,000 attendees. Plus, Maher shares lessons from her time at the helm of the Wikimedia Foundation and insight on how the world of politics and global events is increasingly intertwined with business.

    Read a transcript of this episode: https://mastersofscale.com/

    Subscribe to the Masters of Scale weekly newsletter: https://mastersofscale.com/subscribe

    See Privacy Policy at https://art19.com/privacy and California Privacy Notice at https://art19.com/privacy#do-not-sell-my-info.

    Brian Chesky’s new playbook

    Brian Chesky’s new playbook

    Brian Chesky is the co-founder and CEO of Airbnb. Under Brian’s leadership, Airbnb has grown into a community of over 4 million hosts who have welcomed more than 1.5 billion guests across over 220 countries and regions. I had the privilege of working under his leadership, so it is a great honor to have him on the show. We discuss:

    • How Airbnb has shifted their thinking on product management

    • Why bureaucracy happens in companies, and how to avoid it

    • The importance of founders diving into the details

    • Why Airbnb moved away from traditional growth channels and what they are doing instead

    • Airbnb’s newly released features

    • How and why Brian encourages his team to set ambitious goals

    • Why he says he still has a lot to prove

    Brought to you by Sidebar—Catalyze your career with a Personal Board of Directors | Jira Product Discovery—Atlassian’s new prioritization and roadmapping tool built for product teams | Eppo—Run reliable, impactful experiments

    Find the full transcript at: https://www.lennyspodcast.com/brian-cheskys-new-playbook/#transcript

    Where to find Brian Chesky:

    • X: https://twitter.com/bchesky

    • LinkedIn: https://www.linkedin.com/in/brianchesky/

    Where to find Lenny:

    • Newsletter: https://www.lennysnewsletter.com

    • X: https://twitter.com/lennysan

    • LinkedIn: https://www.linkedin.com/in/lennyrachitsky/

    In this episode, we cover:

    (00:00) Brian’s background

    (05:18) The current structure of product management at Airbnb

    (09:21) How fast-moving companies become slow-moving bureaucracies

    (12:20) Brian’s thoughts on performance marketing

    (13:50) Airbnb’s rolling two-year roadmap

    (15:30) Brian’s journey as CEO in a growing company

    (18:34) Best practices for A/B testing 

    (20:30) Who inspired Airbnb’s new direction

    (23:18) The first changes Brian implemented at the onset of the pandemic

    (24:51) Why founders should be “in the details” 

    (30:15) Airbnb’s marketing, communication, and creative functions

    (31:38) Advice for founders on how to lead

    (34:15) Tips for implementing Airbnb’s business methodology 

    (38:48) Airbnb’s winter release

    (41:47) Why Airbnb no longer has separate guest and host teams 

    (42:38) Brian’s thoughts on design trends 

    (45:36) The importance of empowering hosts with great tools

    (45:57) How setting ambitious goals improves team performance 

    (50:05) Tips for preventing burnout

    (56:02) Tips for personal and professional growth 

    (58:19) Why Brian says he still has a lot to prove

    (1:02:58) Paying it forward

    (1:05:03) A fun fact about Brian

    (1:09:26) Airbnb’s origin story

    Referenced:

    • Localmind: https://www.crunchbase.com/organization/localmind

    • Config 2023 in review: https://www.figma.com/blog/config-2023-recap/

    • Why Founders Fail: The Product CEO Paradox: https://techcrunch.com/2013/08/10/why-founders-fail-the-product-ceo-paradox/

    • Hiroki Asai on LinkedIn: https://www.linkedin.com/in/hiroki-asai-a44137110/

    • Jony Ive on Crunchbase: https://www.crunchbase.com/person/jonathan-ive

    • Charles Eames: https://en.wikipedia.org/wiki/Charles_Eames

    • Airbnb 2023 Winter Release: https://news.airbnb.com/en-in/airbnb-2023-winter-release-introducing-guest-favorites-a-collection-of-the-2-million-most-loved-homes-on-airbnb/

    • Airbnb 2023 winter release reel: https://x.com/bchesky/status/1722243847751970861?s=20

    • John Wooden’s website: https://coachwooden.com/

    • An 85-year Harvard study found the No. 1 thing that makes us happy in life: It helps us ‘live longer’: https://www.cnbc.com/2023/02/10/85-year-harvard-study-found-the-secret-to-a-long-happy-and-successful-life.html

    • Sam Altman on X: https://twitter.com/sama

    • Alfred P. Sloan: https://en.wikipedia.org/wiki/Alfred_P._Sloan

    • Bob Dylan quote: https://quotefancy.com/quote/950807/Bob-Dylan-An-artist-has-got-to-be-careful-never-really-to-arrive-at-a-place-where-he

    • OpenAI: https://openai.com/

    • Michael Seibel’s website: https://www.michaelseibel.com/

    • Y Combinator: https://www.ycombinator.com/

    • The Norman Rockwell Museum: https://www.nrm.org/

    • Rhode Island School of Design: https://www.risd.edu/

    • Joe Gebbia on LinkedIn: https://www.linkedin.com/in/jgebbia/

    • Nathan Blecharczyk on LinkedIn: https://www.linkedin.com/in/blecharczyk/

    Production and marketing by https://penname.co/. For inquiries about sponsoring the podcast, email podcast@lennyrachitsky.com.

    Lenny may be an investor in the companies discussed.



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