What will life after AGI look like? A world run by AI.

Julia McCoy
25 Mar 202418:09

Summary

TLDRJulie McCoy delves into the transformative potential of Artificial General Intelligence (AGI) in reshaping every aspect of human life, from work to societal norms. Through critical analysis and insights from thought leaders like Ray Kurzweil, Peter Diamandis, and Elon Musk, she explores how AI's advancements could usher in an era of abundance, redefining our relationship with resources, creativity, and productivity. The video raises crucial questions about the future of employment, education, and societal structures in a post-AGI world, suggesting that embracing AI could lead to more meaningful, liberated lives, while also cautioning against the societal risks if not managed wisely.

Takeaways

  • 🧠 The rapid advancement of AI is poised to surpass human intelligence, potentially leading to significant societal changes.
  • 📚 Books like 'The Singularity is Near' by Ray Kurzweil and 'Abundance' by Peter Diamandis offer insights into the future of AI and its impact on humanity.
  • 🌱 The concept of abundance challenges the traditional notion of scarcity, suggesting that resources can be plentiful and renewable.
  • 🌞 Solar energy is an abundant resource that has the potential to meet all of humanity's energy needs, yet it is vastly underutilized.
  • 🤖 AI's role in the future may extend beyond simple tasks to encompass complex cognitive functions, potentially overtaking human capabilities.
  • 🚀 The pace of AI development is accelerating, with new models being released at a super-exponential rate, leading to rapid advancements in technology.
  • 🌐 The International Monetary Fund (IMF) has published a study highlighting the need for policy makers to prepare for an AI-driven future and its economic implications.
  • 💡 Technological breakthroughs can unlock previously untapped resources, such as converting ocean water into drinkable water, addressing global issues like thirst.
  • 🎓 The rise of AI could lead to new types of jobs and industries, emphasizing creativity, innovation, and critical thinking over traditional roles.
  • 🌿 The potential for a meaningful and prosperous society exists if technological progress is coupled with smart investments in public services and sustainable practices.

Q & A

  • Who is Ray Kurzweil and why is his work significant in the context of AI?

    -Ray Kurzweil is an influential figure in AI and computer science with a 60-year career, known for accurately predicting technological advancements over 30 years. His work, including 'The Singularity is Near' and its sequel, offers advanced and technical insights into the future of AI, making him a revered source in the study of artificial intelligence.

  • What is the main thesis of Peter Diamandis' work as described in the video?

    -Peter Diamandis' work focuses on harnessing technology for humanity's benefit, advocating for an optimistic future where technological advancements lead to abundance and improved living standards. He collaborates with leading innovators like Elon Musk to promote this vision.

  • How does the concept of abundance challenge traditional views on scarcity and consumption?

    -The concept of abundance, as explored through examples of apple seeds and solar energy, suggests that the Earth has ample resources to support human needs. This challenges traditional views of scarcity by arguing that consumption can lead to more production and that technological breakthroughs can unlock vast untapped resources.

  • What does the International Monetary Fund (IMF) predict about the future of AI, according to the script?

    -The IMF predicts AI is on a trajectory to surpass human intelligence, with advancements accelerating at an unprecedented pace. It emphasizes the need for policymakers to prepare for scenarios where AI dramatically impacts labor markets and society.

  • What are the two scenarios of AGI development presented, and what do they imply for the future?

    -The two scenarios are AGI developing over 20 years, gradually overtaking human tasks, and AGI in 5 years, rapidly reaching full capabilities. Both scenarios suggest significant changes to labor and society, with a call for policymakers to consider their implications seriously.

  • How does the 1972 MIT study relate to current discussions on AGI and societal collapse?

    -The 1972 MIT study, predicting societal collapse due to resource overexploitation, parallels current discussions on AGI by highlighting the potential for both catastrophic risks and transformative opportunities. Technological progress, as with AGI, offers paths to avoid collapse and achieve a sustainable and prosperous future.

  • What are the potential risks and benefits of Universal Basic Income (UBI) in a post-AGI world?

    -In a post-AGI world, UBI could provide financial security in a landscape where AI displaces many jobs. However, the management of UBI could lead to either a more equitable society or exacerbate inequalities, depending on how it's implemented and regulated.

  • Which jobs are considered AI-proof according to the video, and why?

    -Jobs in statutory roles, meaning-based work, experience roles, and caregiving are considered AI-proof due to their reliance on human interaction, legal mandates, personal experiences, and emotional intelligence that AI cannot replicate.

  • What does the 'meaning economy' propose for the future of work?

    -The 'meaning economy' proposes a shift from a service and production-based economy to one where relationships, meaning, and experiences are prioritized over traditional economic activities, allowing people to pursue work they love.

  • How does the presenter view the role of AI in future societal structures and economic models?

    -The presenter views AI as a pivotal force that could lead to a radically different societal structure and economic model, emphasizing the potential for abundance, the transformation of work, and a shift towards a meaning economy. They advocate for a balanced approach that harnesses AI's benefits while mitigating risks.

Outlines

00:00

🌟 Welcome to the AGI Rabbit Hole

Julie McCoy welcomes viewers to her channel, where she delves into the impact of Artificial General Intelligence (AGI) on the future of human life and work. She emphasizes the transformative potential of AI to free humanity from traditional economic and productivity constraints, envisioning a world where life is significantly improved. Julie highlights her extensive research and critical thinking approach, and shares valuable insights from influential books by Ray Kurzweil and Peter Diamandis. These books explore the advancements in AI and their implications for creating a world of abundance, challenging the scarcity mindset ingrained by societal institutions.

05:02

📈 Navigating the AI Future with the IMF

Julie discusses a 2023 publication by the International Monetary Fund (IMF), which examines the rapid advancement of AI and its potential to surpass human intelligence. The report underscores the acceleration of AI development, exemplified by breakthroughs in generative AI and deep learning. It highlights the shift from human to AI-driven content creation and the possibility of AI overtaking all human capabilities. The IMF presents scenarios forecasting the timeline for AGI's emergence, emphasizing the need for policymakers to prepare for its wide-ranging implications on labor and the economy.

10:02

🔍 From Economic Collapse to Abundant Societies

Julie explores a 1972 MIT study that predicted societal collapse due to overexploitation of resources, and contrasts it with the concept of abundance enabled by AI. She points out the MIT study's alignment with current trends but argues for a future where technological breakthroughs, such as AGI, can lead to sustainable and abundant living. Julie emphasizes the importance of how AGI is developed and utilized, advocating for an approach that prioritizes global well-being over profit, to avoid a dystopian future and instead foster a world of abundance and prosperity.

15:02

🌱 Embracing a New Era of Abundance and Purpose

In the concluding paragraph, Julie delves into the potential societal shifts post-AGI, envisioning a future where the need for human labor by corporations diminishes, potentially leading to the implementation of Universal Basic Income (UBI). She discusses the types of jobs likely to remain 'AI-proof' and stresses the importance of statutory, meaning, experience, and care jobs in the future. Julie highlights her work in AI and invites viewers to engage with her content, emphasizing the need for a fresh perspective on economic growth and human purpose in the age of AGI.

Mindmap

Keywords

💡AGI (Artificial General Intelligence)

AGI refers to a hypothetical AI that possesses the ability to understand, learn, and perform any intellectual task that a human being can. In the video, AGI is presented as a pivotal moment in technology where AI might run the show, potentially leading to a transformation in how society functions, including work, education, and personal lives. The speaker suggests that AGI could free humans from the drudgery of work tied to currency and production, ushering in a new era of abundance and freeing up humans to live more fulfilling lives.

💡Abundance

The concept of abundance in the video challenges the traditional scarcity-based mindset, suggesting that resources on Earth and beyond are plentiful and can support human needs if managed and utilized correctly. The speaker uses the example of the apple's seeds leading to the production of thousands of apples to illustrate how consumption can lead to more production, not less. This concept ties back to the potential of AGI and technology to unlock these resources efficiently, pushing society towards abundance rather than scarcity.

💡Singularity

The singularity is a theoretical point in time when technological growth becomes uncontrollable and irreversible, resulting in unforeseeable changes to human civilization. The speaker mentions Ray Kurzweil's book 'The Singularity is Near' to discuss how advances in AI and technology could bring us closer to this point, specifically highlighting Kurzweil's predictions on technology's exponential growth and its implications for society.

💡Automation

Automation is highlighted in the video as a process where technology, particularly AI, performs tasks that humans previously did. The speaker notes that automation has already replaced many jobs and tasks and suggests that as AI continues to advance, it could potentially perform all human work tasks. This concept is integral to the discussion on the future of work and the economy in a post-AGI world.

💡Universal Basic Income (UBI)

UBI is mentioned as a potential policy response to the challenges and opportunities presented by AGI and automation. It is a form of social security where all citizens of a country receive a regular, unconditional sum of money from the government. The speaker suggests that as corporations might not need human labor in the future, they could be taxed to fund UBI, ensuring that people have financial support even if traditional jobs disappear.

💡Economic Collapse

The video references a 1972 MIT study predicting societal collapse due to overexploitation of resources, tying it to the concept of rapid economic growth without sustainable practices. The speaker contrasts this with the potential for AGI to lead society towards abundance, suggesting that technology could help avoid such a collapse by optimizing resource use and supporting sustainable growth.

💡Creativity

Creativity in the context of AI is discussed as an area where AI is making significant strides, challenging the notion that creative tasks are solely the domain of humans. The speaker shares personal experiences of AI generating creative content that surpasses human capabilities in some aspects, suggesting that creative jobs could be at risk of automation as AI continues to evolve.

💡Economic Cooperation

The International Monetary Fund (IMF) is mentioned as a global organization aimed at fostering economic cooperation and stability. The speaker references a publication by the IMF discussing the impact of AI on the future economy, underscoring the importance of international cooperation in managing the challenges and opportunities presented by AI.

💡Policy Makers

Policy makers are called upon in the video to consider the implications of AGI and automation on society and the economy. The IMF's call to action for policy makers to take scenarios of AGI seriously and to prepare economic and financial policies that can adapt to these changes reflects the urgency of proactive planning for a future shaped by AI.

💡Job Displacement

Job displacement is a concern addressed in the video, with the speaker noting that as AI and automation advance, many current jobs and industries could become obsolete. This displacement is part of a broader discussion on the future of work, suggesting that society must prepare for significant shifts in employment and consider measures like UBI to support individuals in a rapidly changing job market.

Highlights

Julie McCoy explores the rabbit hole of artificial intelligence, focusing on a post-AGI world where AI runs everything.

Introduction to influential books by Ray Kurzweil and Peter Diamandis on AI and its future impact.

Discussion on abundance and how AI could shift our perspective from scarcity to abundance.

Insight into the potential of solar energy and ocean water desalination to solve humanity's energy and water scarcity issues.

Overview of a study by the International Monetary Fund on planning for an AI future and its implications.

The rapid advancement of AI, including CHBT's shock to the system in generating human-quality code.

The potential for AI to overtake all human capabilities, including creativity.

Different scenarios for the arrival of AGI, from 5 to 20 years, and their implications on labor and society.

The IMF's call to policymakers to prepare for a post-AGI world by testing economic and financial policy frameworks.

A look back at a 1972 MIT study predicting societal collapse due to overexploitation of resources and its relevance today.

The potential for a shift towards a 'meaning economy' where work is based on relationships, meaning, and experiences rather than traditional economic activity.

Discussion on jobs that may be AI-proof, focusing on statutory, meaning, experience, and care jobs.

The role of Universal Basic Income (UBI) in a post-AGI world and the potential for a more abundant life free from the ties of production.

Concerns over the future management of AGI and the impact of its development being controlled by profit-driven corporations.

Encouragement for viewers to engage with the topic of life post-AGI and to subscribe for more content on artificial intelligence.

Transcripts

play00:00

hey there welcome back to my channel if

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you've seen my content before if you're

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new here welcome my name is Julie McCoy

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I explore the rabbit hole of artificial

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intelligence so for today's topic we're

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going to talk about what Will life look

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like in a world post AGI where

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artificial intelligence basically runs

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the show does everything for us changes

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everything as we know it so not only do

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we work differently we actually get to

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live our lives differently and possibly

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have a better life than the life we've

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known for centuries where we are tied to

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currency to production AI could actually

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free us up from that so I've been

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studying this put thousands of hours of

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reading and research of my own into this

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and I'm bringing you the best of what

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I've learned on my channel I'm a

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critical thinker and if that's you

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you're going to enjoy this channel

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welcome to the rabbit hole let's get

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into life post AGI okay so I wanted to

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share with you a few books that I've

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really been enjoying that have kind of

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opened my eyes to the possibility so you

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can kind of see I'll just kind of walk

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you through some of them so this one is

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Ray KW The Singularity is near he's

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actually launching a sequel called The

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Singularity is nearer can't wait to get

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my hands on that he has been in Ai and

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computer science for 60 years and he has

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accurately predicted what's going to

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happen in technology for 30 years

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running so that's why I love Ray

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kerswell so the singularity is near it's

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quite the read I would say it's very

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Advanced and very technical so I don't

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read it all day cuz it hurts my brain as

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a creative person but it's awesome I

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also have his book the age of spiritual

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machines very interesting thoughts and

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here a little bit less heavy than the

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singularity book but also quite

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interesting and then anything by Peter

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diamandis I am a big fan of he is such a

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pro and expert and entrepreneur really

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trying to help Humanity find their best

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footing in this new age he's been doing

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that for years he works with Elon Musk

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and other futurists and entrepreneurs

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that are just at the top of their game

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this book will completely change your

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mindset on what is possible and I can't

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recommend it enough out of all three

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books this is the one I would get and

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start reading because it really will

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open your mind to put everything into

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perspective that I'm about to share with

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you in this video the idea of abundance

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is where I want to start so a lot of us

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myself included have been in dare I say

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institutionalized situations whether it

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was school whether it was church I have

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been in these situations where you're

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taught to think a certain way and that

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method of thinking is often scarcity

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there isn't enough you have to

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constantly produce and we are always

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running out low on time low on materials

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money you name it but what's interesting

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and my eyes were really open to this

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studying Peter diamandis his book on

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abundance the Earth isn't wired that way

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I'll break it down very simply so if you

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have one apple one apple produces 10

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seeds from one seed can come one apple

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tree one apple tree can produce anywhere

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from 200 to 300 00 apples now of course

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there's some that can produce 1500 but

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for low average let's just say 300 so if

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we take one apple 10 seeds one seed one

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tree 300 apples one apple when you

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consume it can produce 3,000 more apples

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when you really think about that I'm

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telling you you will start to see the

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world differently and what that means is

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we actually birth more production from

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consumption than we do from creating

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here's another super crazy example I

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learned this from listening to Elon Musk

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on spaces he was sharing how he believes

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in the power of solar energy right you

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see that in his work at Tesla did you

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know that in 1 hour the Earth receives

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enough power from the Sun to meet all of

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Mankind's energy needs for one year but

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the world actually uses less than 1% of

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the sun's energy for our electricity

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needs that means like 99% of the sun's

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Rays hitting the Earth are unusable to

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us since technology breakthroughs have

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occurred in the history of the world all

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a technology breakthrough is is US

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humans literally uncovering discovering

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a breakthrough of how to use something

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that already exists whenever we figure

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out how to make the ocean water

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drinkable that will turn the 98% of the

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water here on Earth that's undrinkable

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into drinkable water no one needs to go

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thirsty again so the truth is the

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resources are here and it's actually up

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to us to crack the code of how to use it

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I think that's pretty cool it just

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reinforces the need for innovators

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critical thinkers people who are willing

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to break the norm and go after something

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new build assets and return to the world

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more than what they arrived with all

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right so now that I've hopefully kind of

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prepped your mindset I want to move into

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a life post AGI because AI is here it's

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advancing unlike any other technology in

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the history of the world and it's going

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to change economy Society Life Family

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education work Health you name it as we

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know it so I want to read to you some of

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the findings from a study published a

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couple months ago December of 2023 by

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the international money fund and if

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you're not aware of this Global

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organization it was built from 190

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countries that wanted to well it was

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governed by 190 countries built by 44

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countries that were seeking to build a

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framework for economic cooperation it

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was actually established after the Great

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Depression and it currently lends $1

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trillion to its member countries so it

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St stabilizes and supports economic

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policies that promote stability in the

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financial system this is a pretty

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interesting organization right it's

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governed by multiple many countries so

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whenever they release a publication

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there's some pretty good stuff in here

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it comes from real data so here's what

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they published December of 2023 talking

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about how to plan for an AI future so

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I'm just going to pick apart some pieces

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from the study that I want to pull your

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attention to so first of all they're

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saying that AI is on a trajectory they

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say maybe but they really mean it is on

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a trajectory to surpass human

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intelligence and we should be prepared

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so AI is rapidly advancing the pace of

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progress has accelerated in recent years

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chbt released in November of 2022

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shocked people right it could generate

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human quality code that written content

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we saw text models win which is why I

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completely pivoted I am no longer a

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writer for hire I used to do that for 10

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years I don't believe in that model

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anymore I think it's going to be

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completely overtaken by a I think and

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I've seen studies and research that

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supports this the majority of content we

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see online will be AI generated because

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you can do it just so much simpler

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easier quicker faster thought leadership

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very Advanced and experience heavy

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content a lot like this one people are

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still going to want to listen to people

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so there's still a margin for the person

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even in content but if you're writing

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content to ranking Google and your face

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doesn't really matter to the success of

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that content yeah AI can do that so This

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research report goes on to say that the

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foundation models behind generative AI

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which is the biggest breakthrough we've

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ever seen has been advancing for more

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than a decade so it's the compute that

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is powering the reason for this

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exponential actually the word is super

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exponential not exponential I heard that

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on Peter diamand's show moonshots the

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other day what that means is we're

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looking at Ai and a technology that is

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doubling every six months it's

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Unthinkable what it can do month to

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month we're seeing this with the release

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of new models Leaps and Bounds ahead of

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old models literally released in weeks

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and months apart from each other one of

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the quotes here is from Jeffrey Hinton a

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computer scientist who actually laid the

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theoretical foundations of deep learning

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he said I have suddenly switched my

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views on whether these things are going

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to be more intelligent than us and he

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conjectured that AGI which is AI that

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possesses the ability to understand

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learn and perform any intellectual task

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a human being can form it could happen

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within 5 to 20 years and this article

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goes on to say that we could be looking

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at it a lot sooner we could also be

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looking at it a lot later it's actually

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kind of hard to tell and this is

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regarding the launch of AGI however some

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facts stand one of those facts is that

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automation has already taken over many

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tasks that only humans could perform you

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know I would say one of those surprising

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areas that AI can do better than a human

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very often is creativity I have seen

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chat gbt perform leaps and balance ahead

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of me at producing creative texts for

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newsletters content ideas product

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launches you name it infinitely more

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creative than me and I'm shocked but I

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do believe that a lot of creative jobs

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are on the chopping block because AI has

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billions of data points and if you think

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about it that is creativity you're

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pulling from the language you know and

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all the points of data you know to

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position something in the most creative

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way you're not necessarily creating

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something new and AI can do that just

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infinitely better cuz that's a strength

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it has so as AI advances human beings

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may be able to continue to move into

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more complex tasks or AI May overtake

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all human capabilities I believe

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studying this that AI will overtake all

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human capabilities it's crazy to think

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that because I've always lived in a very

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real world where I get paid based on how

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well I know my work I get paid based on

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how good the results are that I get from

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my clients so I live in a very real and

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Scrappy world if this doesn't work I got

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to be harsh and real about it so I'm

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telling you as a realist I'm surprising

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Myself by saying I believe the biggest

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stretch is true I do think that we are

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going to see AI able to overtake all

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human capabilities so there's a couple

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scenarios painted here by the IMF and

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one is Agi in 20 years where AI

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continually and gradually advances to

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that point which devalues labor and

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performs basically generates the

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performance of all human work tasks by

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the end of that period so the assumption

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is that it would take 20 years for the

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most complex cognitive tasks to be able

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to be done by AI or AGI the next

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scenario is Agi in 5 years if we look at

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this chart and this study done by the

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IMF so this is where we have an

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aggressive timeline where AGI with all

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the associated consequences for labor is

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going to be reached within 5 years the

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authors believe that each of these

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scenarios have a greater than 10%

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probability and that's kind of where

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they land so okay either could go and

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then they're calling out policy makers

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that it's time to take these scenarios

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seriously and really stress test

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financial and economic policy Frameworks

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that could perform in these scenarios if

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you think about a life post AGI I think

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first of all we're going to see an

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entire collapse of everything as we know

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it right you see this as artificial

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intelligence shoots up and it just gets

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smarter and smarter and it picks up in

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that infinite Leap Forward it's going to

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eat up so many jobs and so many

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Industries because if you can just run a

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Petry dish through Ai and it's going to

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tell you in seconds what it would take a

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human biologist or scientist months

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maybe years to figure out well heck

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you're going to use Ai and that's the

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truth so I want to leave the IMF and

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pull you over to something pretty crazy

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back in 1972 there was an MIT study that

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predicted that rapid economic growth

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would lead to the collapse of society in

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the mid 21st century people have gone

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back and studied this 1972 paper and

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they found that were right on track with

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what it

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predicted so the point that these MIT

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scientists were making in this paper

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from 1972 was to study the risks of

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civilizational collapse where they're

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looking at impending limits to growth

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due to overexploitation of planetary

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resources now what did we talk about at

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the beginning abundance consumption

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produces abundance as we grow as we

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learn as we use things we learn how to

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tap into the power of more because the

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Earth is provided with 10,000 times

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maybe a million times more resources

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than we could ever use space as well

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right solar energy the Galaxy so this

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paper was saying that if we Leap Forward

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into this abundance too much we're going

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to create a total collapse of society

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and this paper predicted a few scenarios

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one where we actually hurt food

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production and standards of living and

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then another scenario where we do not

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lose out on those things but we actually

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gain production of good things like more

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food and we lose and we completely avoid

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things like pollution so when experts

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went back and studied this 1972 study

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they did it in 2020 by the way and they

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presented findings at the world economic

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Forum their finding was that

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technological progress and increased

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investments in public services canot

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just avoid the risk of collapse but lead

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to a new stable and prosperous

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civilization operating safely within

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planetary boundaries but we only have

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the next decade to change course so the

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expert that presented this 1972 study

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was saying to policy makers hey we need

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to basically come up with an agnostic

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approach to growth something she called

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a growth which focuses on other economic

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goals and priorities and it's

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interesting right because now we see

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fights between Elon Musk and Microsoft

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and we see big corporations fighting

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over the right basically to release AG

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will this come from an entity with

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commercialized intent will this come

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from a power hungry money hungry

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Corporation or will this end up in the

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hands of people that actually care about

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a growth an agnostic approach to growth

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which focuses on the economy the world

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versus how do we make the most money out

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of AGI and that could really lead us

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into a dystopian future where there are

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slums and there are things like you see

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in the movie elisium and there are Elite

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sectors that only the people that have

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tons of money and resources will get to

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live in I think that it is too early to

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call the entire collapse of civilization

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and in fact I look ahead and I see the

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potential for abundance a world where we

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can tap into the power of the sun

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through breakthroughs given to us by

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artificial intelligence and AGI a world

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where AGI tutors are individually

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training our kids better than any school

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teacher could imagine three teachers to

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one student well that's not humanly

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possible right now but it is in a world

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post AGI I also agree with the idea

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presented by David Shapiro another

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YouTuber of the meaning economy where we

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go from a service Economy based on

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production and monetary tied output to a

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meaning economy where people get to do

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work that they love and relationships

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meaning and experiences are prioritized

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over the traditional economic activity

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now I identify as a capitalist I'm not

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going to lie I've been an entrepreneur

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for a decade but I really believe that

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we have to see this differently we

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cannot actually look at this through the

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lens of a capitalist or even a socialist

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we have to look at it through a truly

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agnostic lens because if you think about

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it corporations won't even need humans

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anymore and if that fundamental need is

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taken away then we actually have freedom

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opened up for more abundant lives where

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we are not tied to production anymore so

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some of the jobs that David Shapiro

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brings up that he believes are AI proof

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completely agree with statutory jobs

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where rol are mandated by law they could

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be paid they could be not paid because

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Ubi is absolutely a thing Universal

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basic income and I believe that when

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corporations don't need humans they are

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going to be taxed and from that tax will

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be produced Ubi Universal basic income

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and the world will for the first time

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have the chance to not be tied to wages

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because they will be provided with that

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now I think there's a ton of dangers we

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can do a whole another video just on Ubi

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let me know in the comments I think in

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the hands of the wrong person that could

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get very socialist that could get very

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regimented and it could also lead us

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straight into a dystopian Society with

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the elite reigning over the rest and

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that's not cool but I also think that it

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could lead us into something really

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special where we do get to lead more

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abundant lives that are not tied to a

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monetary performance so statutory jobs

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you know making laws around all of this

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meaning jobs where we are working with

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people on a societal level providing

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spiritual philosophical social insights

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this is clergymen this is philosophers

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this is influencers kind of going back

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to the beginning of time when people

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gathered and they philosophized together

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there was a lot of that in our early

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days of the earth experience roles tour

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guides massage therapists entertainers

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people that have resources and have

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money post AGI are not going to want to

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hire a robot to spend time with them

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they're still going to want to hire that

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specialized tour guide experience-based

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person so any kind of on the ground real

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life experience-based job I don't think

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it'll go away and care jobs if you're an

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ananny if you're a caregiver if you're a

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healthcare worker I don't think those

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jobs are going away do you want a robot

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picking up nursing and cuddling your

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baby your baby's going to scream unless

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we're so Advanced that that robot looks

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incredibly lifelike but I think a baby

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will tell the difference I don't think

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you can fool a baby so these are the

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jobs that are not going away and I

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highly recommend watching David

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Shapiro's video for more on this called

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life in 20 years predictions on the year

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20 44 I'm researching this topic on The

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Daily I work in AI full-time as the

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president partner at continent scale one

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of the world's best AI SEO writers that

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generates truly helpful undetectable

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humanlike SEO content for your blogs and

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your websites it's eating up the job

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that I used to do so I had to join the

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ship and I'm very proud to be a part of

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the team at continent scale so go check

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that out if you want to grow your

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website with traffic and tap into the

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power of AI learn more at continent

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scale.ai be sure to subscribe to this

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channel hit me with comments tell me

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what you think I'd love to hear your

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questions and I'll see you right back

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here on my Channel at Julie McCoy thanks

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for watching

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